load

## Warning: パッケージ 'magrittr' はバージョン 4.3.1 の R の下で造られました
## Warning: パッケージ 'ggplot2' はバージョン 4.3.3 の R の下で造られました
## Warning: パッケージ 'modelsummary' はバージョン 4.3.3 の R の下で造られました
## Version 2.0.0 of `modelsummary`, to be released soon, will introduce a
##   breaking change: The default table-drawing package will be `tinytable`
##   instead of `kableExtra`. All currently supported table-drawing packages
##   will continue to be supported for the foreseeable future, including
##   `kableExtra`, `gt`, `huxtable`, `flextable, and `DT`.
##   
##   You can always call the `config_modelsummary()` function to change the
##   default table-drawing package in persistent fashion. To try `tinytable`
##   now:
##   
##   config_modelsummary(factory_default = 'tinytable')
##   
##   To set the default back to `kableExtra`:
##   
##   config_modelsummary(factory_default = 'kableExtra')
## Warning: パッケージ 'here' はバージョン 4.3.3 の R の下で造られました
## here() starts at G:/マイドライブ/大学/UTMD/相性推定/utmd_match_effect

[1] “G:/マイドライブ/大学/UTMD/相性推定/utmd_match_effect” bias_table_num_process_10_num_agents_2_num_category_2 t_stats_table_num_process_10_num_agents_2_num_category_2 bias_table_num_process_20_num_agents_2_num_category_2 t_stats_table_num_process_20_num_agents_2_num_category_2 bias_table_num_process_30_num_agents_2_num_category_2 t_stats_table_num_process_30_num_agents_2_num_category_2 bias_table_num_process_40_num_agents_2_num_category_2 t_stats_table_num_process_40_num_agents_2_num_category_2 bias_table_num_process_50_num_agents_2_num_category_2 t_stats_table_num_process_50_num_agents_2_num_category_2 bias_table_num_process_100_num_agents_2_num_category_2 t_stats_table_num_process_100_num_agents_2_num_category_2 bias_table_num_process_500_num_agents_2_num_category_2 t_stats_table_num_process_500_num_agents_2_num_category_2 bias_table_num_process_10_num_agents_2_num_category_5 t_stats_table_num_process_10_num_agents_2_num_category_5 bias_table_num_process_20_num_agents_2_num_category_5 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bias_table_num_process_500_num_agents_30_num_category_2 t_stats_table_num_process_500_num_agents_30_num_category_2 bias_table_num_process_10_num_agents_30_num_category_5 t_stats_table_num_process_10_num_agents_30_num_category_5 bias_table_num_process_20_num_agents_30_num_category_5 t_stats_table_num_process_20_num_agents_30_num_category_5 bias_table_num_process_30_num_agents_30_num_category_5 t_stats_table_num_process_30_num_agents_30_num_category_5 bias_table_num_process_40_num_agents_30_num_category_5 t_stats_table_num_process_40_num_agents_30_num_category_5 bias_table_num_process_50_num_agents_30_num_category_5 t_stats_table_num_process_50_num_agents_30_num_category_5 bias_table_num_process_100_num_agents_30_num_category_5 t_stats_table_num_process_100_num_agents_30_num_category_5 bias_table_num_process_500_num_agents_30_num_category_5 t_stats_table_num_process_500_num_agents_30_num_category_5 bias_table_num_process_10_num_agents_30_num_category_10 t_stats_table_num_process_10_num_agents_30_num_category_10 bias_table_num_process_20_num_agents_30_num_category_10 t_stats_table_num_process_20_num_agents_30_num_category_10 bias_table_num_process_30_num_agents_30_num_category_10 t_stats_table_num_process_30_num_agents_30_num_category_10 bias_table_num_process_40_num_agents_30_num_category_10 t_stats_table_num_process_40_num_agents_30_num_category_10 bias_table_num_process_50_num_agents_30_num_category_10 t_stats_table_num_process_50_num_agents_30_num_category_10 bias_table_num_process_100_num_agents_30_num_category_10 t_stats_table_num_process_100_num_agents_30_num_category_10 bias_table_num_process_500_num_agents_30_num_category_10 t_stats_table_num_process_500_num_agents_30_num_category_10 bias_table_num_process_10_num_agents_50_num_category_2 t_stats_table_num_process_10_num_agents_50_num_category_2 bias_table_num_process_20_num_agents_50_num_category_2 t_stats_table_num_process_20_num_agents_50_num_category_2 bias_table_num_process_30_num_agents_50_num_category_2 t_stats_table_num_process_30_num_agents_50_num_category_2 bias_table_num_process_40_num_agents_50_num_category_2 t_stats_table_num_process_40_num_agents_50_num_category_2 bias_table_num_process_50_num_agents_50_num_category_2 t_stats_table_num_process_50_num_agents_50_num_category_2 bias_table_num_process_100_num_agents_50_num_category_2 t_stats_table_num_process_100_num_agents_50_num_category_2 bias_table_num_process_500_num_agents_50_num_category_2 t_stats_table_num_process_500_num_agents_50_num_category_2 bias_table_num_process_10_num_agents_50_num_category_5 t_stats_table_num_process_10_num_agents_50_num_category_5 bias_table_num_process_20_num_agents_50_num_category_5 t_stats_table_num_process_20_num_agents_50_num_category_5 bias_table_num_process_30_num_agents_50_num_category_5 t_stats_table_num_process_30_num_agents_50_num_category_5 bias_table_num_process_40_num_agents_50_num_category_5 t_stats_table_num_process_40_num_agents_50_num_category_5 bias_table_num_process_50_num_agents_50_num_category_5 t_stats_table_num_process_50_num_agents_50_num_category_5 bias_table_num_process_100_num_agents_50_num_category_5 t_stats_table_num_process_100_num_agents_50_num_category_5 bias_table_num_process_500_num_agents_50_num_category_5 t_stats_table_num_process_500_num_agents_50_num_category_5 bias_table_num_process_10_num_agents_100_num_category_2 t_stats_table_num_process_10_num_agents_100_num_category_2 bias_table_num_process_20_num_agents_100_num_category_2 t_stats_table_num_process_20_num_agents_100_num_category_2 bias_table_num_process_30_num_agents_100_num_category_2 t_stats_table_num_process_30_num_agents_100_num_category_2 bias_table_num_process_40_num_agents_100_num_category_2 t_stats_table_num_process_40_num_agents_100_num_category_2 bias_table_num_process_50_num_agents_100_num_category_2 t_stats_table_num_process_50_num_agents_100_num_category_2 bias_table_num_process_100_num_agents_100_num_category_2 t_stats_table_num_process_100_num_agents_100_num_category_2 bias_table_num_process_500_num_agents_100_num_category_2 t_stats_table_num_process_500_num_agents_100_num_category_2

The regression model on outcome \(Y_{ijt}\) is specified as follows:

\(Y_{ijt}=\alpha_{i}+\beta_{j}+\mu_{ij}+\varepsilon_{ijt}\)

where \(\alpha_{i}\) is worker \(i\)’s fixed effect, \(\beta_{j}\) is category \(j\)’s fixed effect, \(\mu_{ij}\) is \((i,j)\)-match effect, and \(\varepsilon_{ijt}\) is assumed to be i.i.d standard normal error.

As true DGP, we fix the above parameters as follows:

Identification

Bias and power results

Bias should be mean zero. Rejection probability based on t-statistics should be more than 0.8 at significance level \(\alpha= 0.05\) for reasonable power (検出力).

Benchmark data worker=20, category=10

num_process = 10, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.015 0.316 -0.806 0.011 0.584
factor(worker_id)2 100 0 0.036 0.426 -1.076 0.039 1.161
factor(worker_id)3 100 0 -0.020 0.452 -0.834 -0.029 1.015
factor(worker_id)4 100 0 0.103 0.465 -1.306 0.149 1.304
factor(worker_id)5 100 0 -0.081 0.480 -0.973 -0.177 1.768
factor(worker_id)6 100 0 0.039 0.489 -1.031 0.006 1.140
factor(worker_id)7 100 0 -0.040 0.464 -0.879 -0.021 1.058
factor(worker_id)8 100 0 -0.026 0.459 -1.231 -0.014 1.224
factor(worker_id)9 100 0 -0.007 0.443 -0.962 -0.017 1.259
factor(worker_id)10 100 0 0.016 0.416 -1.139 0.056 1.181
factor(worker_id)11 100 0 0.046 0.463 -1.225 0.055 1.088
factor(worker_id)12 100 0 -0.015 0.474 -0.936 -0.028 1.433
factor(worker_id)13 100 0 -0.039 0.455 -1.152 -0.001 1.045
factor(worker_id)14 100 0 0.066 0.470 -1.028 0.099 1.297
factor(worker_id)15 100 0 0.056 0.450 -1.089 0.089 1.149
factor(worker_id)16 100 0 0.004 0.473 -1.217 0.024 1.227
factor(worker_id)17 100 0 0.046 0.440 -0.805 0.059 1.112
factor(worker_id)18 100 0 0.090 0.439 -1.072 0.081 1.414
factor(worker_id)19 100 0 0.052 0.425 -0.834 0.005 1.219
factor(worker_id)20 100 0 0.051 0.419 -1.103 0.027 1.091
factor(category_id)2 100 0 0.059 0.493 -1.106 0.083 1.249
factor(category_id)3 100 0 0.035 0.471 -1.291 0.027 0.963
factor(category_id)4 100 0 0.029 0.437 -0.743 0.079 1.106
factor(category_id)5 100 0 -0.052 0.477 -1.166 -0.099 1.121
factor(category_id)6 100 0 0.041 0.458 -0.838 0.022 1.247
factor(category_id)7 100 0 0.097 0.469 -0.804 0.116 1.514
factor(category_id)8 100 0 0.007 0.425 -0.885 -0.037 0.919
factor(category_id)9 100 0 -0.004 0.463 -1.149 0.040 1.421
factor(category_id)10 100 0 -0.054 0.426 -0.988 -0.052 1.056
factor(worker_id)2:factor(category_id)2 100 0 -0.125 0.648 -1.753 -0.145 1.620
factor(worker_id)3:factor(category_id)2 100 0 -0.006 0.698 -1.587 0.019 1.655
factor(worker_id)4:factor(category_id)2 100 0 -0.146 0.642 -1.796 -0.209 1.677
factor(worker_id)5:factor(category_id)2 100 0 0.072 0.675 -1.601 0.098 1.467
factor(worker_id)6:factor(category_id)2 100 0 -0.087 0.698 -2.283 -0.060 1.455
factor(worker_id)7:factor(category_id)2 100 0 -0.011 0.672 -2.067 0.010 1.694
factor(worker_id)8:factor(category_id)2 100 0 -0.047 0.666 -1.339 -0.135 1.787
factor(worker_id)9:factor(category_id)2 100 0 -0.076 0.585 -1.902 -0.051 1.430
factor(worker_id)10:factor(category_id)2 100 0 -0.104 0.641 -1.844 -0.061 1.468
factor(worker_id)11:factor(category_id)2 100 0 -0.061 0.717 -1.755 -0.031 1.473
factor(worker_id)12:factor(category_id)2 100 0 -0.008 0.700 -1.558 0.016 2.025
factor(worker_id)13:factor(category_id)2 100 0 -0.007 0.649 -1.472 -0.007 1.869
factor(worker_id)14:factor(category_id)2 100 0 -0.067 0.606 -1.437 -0.043 1.267
factor(worker_id)15:factor(category_id)2 100 0 -0.109 0.639 -1.633 -0.140 1.250
factor(worker_id)16:factor(category_id)2 100 0 -0.066 0.632 -1.605 -0.070 1.442
factor(worker_id)17:factor(category_id)2 100 0 -0.065 0.668 -1.937 -0.040 1.611
factor(worker_id)18:factor(category_id)2 100 0 -0.150 0.673 -1.778 -0.104 1.685
factor(worker_id)19:factor(category_id)2 100 0 -0.130 0.660 -1.962 -0.071 1.340
factor(worker_id)20:factor(category_id)2 100 0 -0.091 0.628 -1.779 -0.076 1.904
factor(worker_id)2:factor(category_id)3 100 0 -0.028 0.589 -1.409 -0.021 1.383
factor(worker_id)3:factor(category_id)3 100 0 0.013 0.657 -1.204 0.095 1.937
factor(worker_id)4:factor(category_id)3 100 0 -0.118 0.681 -1.765 -0.156 1.639
factor(worker_id)5:factor(category_id)3 100 0 0.115 0.694 -1.808 0.169 1.477
factor(worker_id)6:factor(category_id)3 100 0 -0.115 0.735 -1.964 -0.051 1.463
factor(worker_id)7:factor(category_id)3 100 0 -0.013 0.678 -2.016 -0.051 1.457
factor(worker_id)8:factor(category_id)3 100 0 0.010 0.628 -1.608 0.002 2.387
factor(worker_id)9:factor(category_id)3 100 0 0.021 0.611 -1.328 -0.015 1.278
factor(worker_id)10:factor(category_id)3 100 0 -0.054 0.651 -1.503 -0.067 1.569
factor(worker_id)11:factor(category_id)3 100 0 -0.042 0.643 -1.549 -0.015 1.528
factor(worker_id)12:factor(category_id)3 100 0 -0.014 0.705 -1.727 -0.026 1.818
factor(worker_id)13:factor(category_id)3 100 0 -0.018 0.640 -1.736 -0.030 1.535
factor(worker_id)14:factor(category_id)3 100 0 -0.062 0.608 -1.555 -0.042 1.139
factor(worker_id)15:factor(category_id)3 100 0 -0.107 0.661 -1.376 -0.188 1.770
factor(worker_id)16:factor(category_id)3 100 0 -0.023 0.682 -1.422 -0.038 1.637
factor(worker_id)17:factor(category_id)3 100 0 -0.090 0.669 -1.438 -0.119 1.935
factor(worker_id)18:factor(category_id)3 100 0 -0.066 0.652 -1.784 0.043 1.625
factor(worker_id)19:factor(category_id)3 100 0 -0.027 0.597 -1.663 -0.036 1.624
factor(worker_id)20:factor(category_id)3 100 0 -0.042 0.635 -1.566 -0.006 1.769
factor(worker_id)2:factor(category_id)4 100 0 -0.043 0.626 -1.672 -0.069 1.478
factor(worker_id)3:factor(category_id)4 100 0 -0.032 0.648 -1.453 -0.011 1.407
factor(worker_id)4:factor(category_id)4 100 0 -0.091 0.659 -1.492 -0.133 1.772
factor(worker_id)5:factor(category_id)4 100 0 0.075 0.680 -1.980 0.089 1.862
factor(worker_id)6:factor(category_id)4 100 0 -0.030 0.662 -1.492 -0.079 1.376
factor(worker_id)7:factor(category_id)4 100 0 -0.038 0.586 -1.409 -0.072 1.130
factor(worker_id)8:factor(category_id)4 100 0 0.000 0.669 -1.733 -0.077 2.016
factor(worker_id)9:factor(category_id)4 100 0 -0.020 0.610 -1.653 0.048 1.253
factor(worker_id)10:factor(category_id)4 100 0 -0.095 0.610 -1.687 -0.146 1.358
factor(worker_id)11:factor(category_id)4 100 0 -0.095 0.618 -1.707 -0.083 1.334
factor(worker_id)12:factor(category_id)4 100 0 0.055 0.694 -1.841 0.084 1.411
factor(worker_id)13:factor(category_id)4 100 0 0.020 0.610 -1.317 0.021 1.431
factor(worker_id)14:factor(category_id)4 100 0 -0.133 0.640 -1.691 -0.259 1.468
factor(worker_id)15:factor(category_id)4 100 0 -0.141 0.642 -1.602 -0.131 1.525
factor(worker_id)16:factor(category_id)4 100 0 -0.051 0.588 -1.436 -0.077 1.491
factor(worker_id)17:factor(category_id)4 100 0 -0.063 0.650 -1.274 0.001 1.574
factor(worker_id)18:factor(category_id)4 100 0 -0.007 0.625 -1.614 0.002 1.901
factor(worker_id)19:factor(category_id)4 100 0 -0.036 0.611 -1.477 -0.017 1.435
factor(worker_id)20:factor(category_id)4 100 0 -0.032 0.609 -1.980 -0.086 1.451
factor(worker_id)2:factor(category_id)5 100 0 0.008 0.618 -1.419 0.009 1.833
factor(worker_id)3:factor(category_id)5 100 0 0.153 0.609 -1.217 0.150 1.874
factor(worker_id)4:factor(category_id)5 100 0 -0.050 0.653 -1.493 -0.044 1.854
factor(worker_id)5:factor(category_id)5 100 0 0.155 0.660 -1.480 0.122 1.677
factor(worker_id)6:factor(category_id)5 100 0 0.014 0.695 -1.558 -0.007 1.626
factor(worker_id)7:factor(category_id)5 100 0 0.108 0.691 -1.915 0.110 1.639
factor(worker_id)8:factor(category_id)5 100 0 0.101 0.727 -1.423 0.120 1.838
factor(worker_id)9:factor(category_id)5 100 0 0.028 0.667 -2.130 0.043 1.914
factor(worker_id)10:factor(category_id)5 100 0 0.079 0.616 -1.325 0.014 1.598
factor(worker_id)11:factor(category_id)5 100 0 0.043 0.696 -1.519 0.094 1.568
factor(worker_id)12:factor(category_id)5 100 0 0.077 0.660 -1.745 0.050 1.475
factor(worker_id)13:factor(category_id)5 100 0 0.141 0.666 -1.555 0.184 1.865
factor(worker_id)14:factor(category_id)5 100 0 -0.002 0.639 -1.635 0.015 1.348
factor(worker_id)15:factor(category_id)5 100 0 0.038 0.650 -1.712 0.018 1.803
factor(worker_id)16:factor(category_id)5 100 0 0.078 0.644 -1.433 0.007 1.730
factor(worker_id)17:factor(category_id)5 100 0 0.047 0.643 -1.571 0.024 1.563
factor(worker_id)18:factor(category_id)5 100 0 -0.079 0.688 -1.681 -0.145 1.738
factor(worker_id)19:factor(category_id)5 100 0 0.001 0.635 -1.640 0.135 1.491
factor(worker_id)20:factor(category_id)5 100 0 0.081 0.677 -1.598 0.115 1.576
factor(worker_id)2:factor(category_id)6 100 0 -0.084 0.556 -1.678 -0.056 1.138
factor(worker_id)3:factor(category_id)6 100 0 0.027 0.663 -1.776 0.035 2.172
factor(worker_id)4:factor(category_id)6 100 0 -0.086 0.656 -1.781 -0.023 1.321
factor(worker_id)5:factor(category_id)6 100 0 0.009 0.686 -2.257 0.076 1.412
factor(worker_id)6:factor(category_id)6 100 0 -0.101 0.618 -1.630 -0.088 1.035
factor(worker_id)7:factor(category_id)6 100 0 0.048 0.668 -1.517 0.017 1.488
factor(worker_id)8:factor(category_id)6 100 0 0.018 0.591 -1.672 0.056 1.457
factor(worker_id)9:factor(category_id)6 100 0 0.030 0.637 -1.717 0.043 1.403
factor(worker_id)10:factor(category_id)6 100 0 -0.048 0.621 -1.420 0.009 1.573
factor(worker_id)11:factor(category_id)6 100 0 -0.102 0.657 -1.587 -0.095 1.248
factor(worker_id)12:factor(category_id)6 100 0 -0.025 0.623 -1.643 0.007 1.507
factor(worker_id)13:factor(category_id)6 100 0 0.007 0.620 -1.374 -0.012 1.197
factor(worker_id)14:factor(category_id)6 100 0 -0.023 0.661 -1.623 0.004 1.260
factor(worker_id)15:factor(category_id)6 100 0 -0.079 0.623 -1.996 -0.007 1.222
factor(worker_id)16:factor(category_id)6 100 0 -0.017 0.598 -1.449 -0.083 1.500
factor(worker_id)17:factor(category_id)6 100 0 -0.081 0.646 -1.965 -0.096 1.739
factor(worker_id)18:factor(category_id)6 100 0 -0.126 0.632 -2.042 -0.145 1.355
factor(worker_id)19:factor(category_id)6 100 0 -0.088 0.592 -1.693 -0.040 1.457
factor(worker_id)20:factor(category_id)6 100 0 -0.074 0.575 -1.139 -0.140 1.045
factor(worker_id)2:factor(category_id)7 100 0 -0.134 0.655 -1.796 -0.046 1.483
factor(worker_id)3:factor(category_id)7 100 0 -0.092 0.636 -1.875 -0.098 1.735
factor(worker_id)4:factor(category_id)7 100 0 -0.235 0.657 -1.621 -0.296 1.798
factor(worker_id)5:factor(category_id)7 100 0 -0.014 0.669 -2.561 0.046 1.447
factor(worker_id)6:factor(category_id)7 100 0 -0.130 0.632 -2.035 -0.093 1.394
factor(worker_id)7:factor(category_id)7 100 0 -0.086 0.731 -1.655 -0.151 1.530
factor(worker_id)8:factor(category_id)7 100 0 -0.058 0.634 -1.328 -0.175 1.560
factor(worker_id)9:factor(category_id)7 100 0 -0.056 0.649 -1.634 -0.063 1.431
factor(worker_id)10:factor(category_id)7 100 0 -0.123 0.648 -1.631 -0.099 1.601
factor(worker_id)11:factor(category_id)7 100 0 -0.066 0.699 -1.540 -0.047 1.560
factor(worker_id)12:factor(category_id)7 100 0 -0.039 0.687 -2.372 0.015 1.711
factor(worker_id)13:factor(category_id)7 100 0 0.031 0.651 -2.081 0.094 1.376
factor(worker_id)14:factor(category_id)7 100 0 -0.225 0.668 -2.260 -0.190 1.017
factor(worker_id)15:factor(category_id)7 100 0 -0.118 0.734 -1.985 -0.143 1.388
factor(worker_id)16:factor(category_id)7 100 0 -0.086 0.677 -1.671 -0.057 1.487
factor(worker_id)17:factor(category_id)7 100 0 -0.086 0.646 -1.913 -0.091 1.383
factor(worker_id)18:factor(category_id)7 100 0 -0.168 0.685 -2.151 -0.132 1.328
factor(worker_id)19:factor(category_id)7 100 0 -0.111 0.616 -1.881 -0.029 1.077
factor(worker_id)20:factor(category_id)7 100 0 -0.134 0.624 -1.666 -0.115 1.969
factor(worker_id)2:factor(category_id)8 100 0 -0.011 0.630 -1.547 -0.013 1.280
factor(worker_id)3:factor(category_id)8 100 0 -0.068 0.612 -1.517 -0.020 1.183
factor(worker_id)4:factor(category_id)8 100 0 -0.067 0.641 -1.560 -0.065 1.181
factor(worker_id)5:factor(category_id)8 100 0 0.077 0.612 -1.522 0.103 1.465
factor(worker_id)6:factor(category_id)8 100 0 -0.042 0.660 -1.590 -0.071 1.502
factor(worker_id)7:factor(category_id)8 100 0 0.069 0.634 -1.161 0.037 1.765
factor(worker_id)8:factor(category_id)8 100 0 0.018 0.656 -1.525 0.045 1.742
factor(worker_id)9:factor(category_id)8 100 0 -0.039 0.607 -1.062 -0.012 1.508
factor(worker_id)10:factor(category_id)8 100 0 -0.037 0.594 -1.433 0.000 1.455
factor(worker_id)11:factor(category_id)8 100 0 -0.061 0.568 -1.292 -0.110 1.468
factor(worker_id)12:factor(category_id)8 100 0 -0.026 0.638 -1.329 -0.009 1.728
factor(worker_id)13:factor(category_id)8 100 0 0.065 0.557 -1.210 0.073 1.573
factor(worker_id)14:factor(category_id)8 100 0 0.006 0.639 -1.747 -0.031 1.188
factor(worker_id)15:factor(category_id)8 100 0 -0.026 0.580 -1.322 0.001 1.233
factor(worker_id)16:factor(category_id)8 100 0 0.059 0.621 -1.407 0.093 1.999
factor(worker_id)17:factor(category_id)8 100 0 -0.017 0.632 -1.362 -0.004 2.027
factor(worker_id)18:factor(category_id)8 100 0 -0.136 0.657 -1.949 -0.026 1.096
factor(worker_id)19:factor(category_id)8 100 0 -0.059 0.582 -1.589 -0.085 1.413
factor(worker_id)20:factor(category_id)8 100 0 -0.075 0.575 -1.490 -0.019 1.485
factor(worker_id)2:factor(category_id)9 100 0 0.005 0.692 -1.643 -0.023 1.652
factor(worker_id)3:factor(category_id)9 100 0 0.079 0.637 -1.653 0.119 1.399
factor(worker_id)4:factor(category_id)9 100 0 -0.056 0.643 -1.560 -0.087 1.579
factor(worker_id)5:factor(category_id)9 100 0 0.111 0.611 -1.606 0.166 1.514
factor(worker_id)6:factor(category_id)9 100 0 0.006 0.678 -1.661 0.039 1.510
factor(worker_id)7:factor(category_id)9 100 0 0.040 0.699 -1.663 -0.002 1.859
factor(worker_id)8:factor(category_id)9 100 0 0.035 0.635 -2.516 0.114 1.304
factor(worker_id)9:factor(category_id)9 100 0 0.010 0.614 -1.528 0.063 1.312
factor(worker_id)10:factor(category_id)9 100 0 -0.033 0.626 -1.468 -0.095 1.830
factor(worker_id)11:factor(category_id)9 100 0 -0.049 0.670 -1.907 -0.033 1.640
factor(worker_id)12:factor(category_id)9 100 0 -0.041 0.685 -1.845 0.018 1.171
factor(worker_id)13:factor(category_id)9 100 0 0.045 0.725 -1.704 -0.002 1.882
factor(worker_id)14:factor(category_id)9 100 0 -0.058 0.635 -1.476 -0.085 1.629
factor(worker_id)15:factor(category_id)9 100 0 -0.016 0.594 -1.556 -0.055 1.432
factor(worker_id)16:factor(category_id)9 100 0 0.028 0.627 -1.621 0.033 1.375
factor(worker_id)17:factor(category_id)9 100 0 -0.058 0.677 -2.693 0.000 1.441
factor(worker_id)18:factor(category_id)9 100 0 -0.056 0.640 -1.608 0.000 1.371
factor(worker_id)19:factor(category_id)9 100 0 -0.101 0.616 -1.941 -0.073 1.039
factor(worker_id)20:factor(category_id)9 100 0 -0.087 0.587 -2.158 -0.118 1.144
factor(worker_id)2:factor(category_id)10 100 0 0.063 0.633 -1.225 0.039 1.676
factor(worker_id)3:factor(category_id)10 100 0 0.106 0.649 -1.549 0.083 1.553
factor(worker_id)4:factor(category_id)10 100 0 -0.049 0.599 -1.264 -0.103 1.363
factor(worker_id)5:factor(category_id)10 100 0 0.168 0.624 -1.454 0.176 1.655
factor(worker_id)6:factor(category_id)10 100 0 0.038 0.651 -1.825 0.071 1.410
factor(worker_id)7:factor(category_id)10 100 0 0.124 0.662 -1.378 0.086 1.606
factor(worker_id)8:factor(category_id)10 100 0 0.106 0.602 -1.123 0.115 1.356
factor(worker_id)9:factor(category_id)10 100 0 0.078 0.685 -1.455 0.056 1.399
factor(worker_id)10:factor(category_id)10 100 0 0.006 0.605 -1.681 0.118 1.209
factor(worker_id)11:factor(category_id)10 100 0 0.037 0.624 -1.329 0.082 1.838
factor(worker_id)12:factor(category_id)10 100 0 0.061 0.643 -1.839 0.040 1.469
factor(worker_id)13:factor(category_id)10 100 0 0.132 0.625 -1.408 0.194 1.644
factor(worker_id)14:factor(category_id)10 100 0 0.049 0.632 -1.538 0.070 1.225
factor(worker_id)15:factor(category_id)10 100 0 0.010 0.566 -1.476 -0.118 1.483
factor(worker_id)16:factor(category_id)10 100 0 0.058 0.664 -1.530 0.093 1.415
factor(worker_id)17:factor(category_id)10 100 0 0.043 0.617 -1.597 0.079 1.463
factor(worker_id)18:factor(category_id)10 100 0 0.010 0.577 -1.126 -0.010 1.357
factor(worker_id)19:factor(category_id)10 100 0 0.035 0.665 -1.361 0.033 1.451
factor(worker_id)20:factor(category_id)10 100 0 -0.041 0.625 -1.399 -0.083 1.783

Power

## Warning: The `x` argument of `as_tibble.matrix()` must have unique column names if
## `.name_repair` is omitted as of tibble 2.0.0.
## ℹ Using compatibility `.name_repair`.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.
coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.89
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(category_id)2 0.62
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0.18
factor(worker_id)6:factor(category_id)2 0.29
factor(worker_id)7:factor(category_id)2 0.01
factor(worker_id)8:factor(category_id)2 0.2
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0.56
factor(worker_id)11:factor(category_id)2 0.15
factor(worker_id)12:factor(category_id)2 0.1
factor(worker_id)13:factor(category_id)2 0.52
factor(worker_id)14:factor(category_id)2 0.9
factor(worker_id)15:factor(category_id)2 0
factor(worker_id)16:factor(category_id)2 0.45
factor(worker_id)17:factor(category_id)2 0.05
factor(worker_id)18:factor(category_id)2 0.69
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 0.01
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0.04
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0.04
factor(worker_id)6:factor(category_id)3 0
factor(worker_id)7:factor(category_id)3 0
factor(worker_id)8:factor(category_id)3 0
factor(worker_id)9:factor(category_id)3 0
factor(worker_id)10:factor(category_id)3 0
factor(worker_id)11:factor(category_id)3 0
factor(worker_id)12:factor(category_id)3 0
factor(worker_id)13:factor(category_id)3 0
factor(worker_id)14:factor(category_id)3 0.22
factor(worker_id)15:factor(category_id)3 0
factor(worker_id)16:factor(category_id)3 0
factor(worker_id)17:factor(category_id)3 0.01
factor(worker_id)18:factor(category_id)3 0
factor(worker_id)19:factor(category_id)3 0
factor(worker_id)20:factor(category_id)3 0.01
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0.03
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0.08
factor(worker_id)6:factor(category_id)4 0.74
factor(worker_id)7:factor(category_id)4 0
factor(worker_id)8:factor(category_id)4 0.01
factor(worker_id)9:factor(category_id)4 0
factor(worker_id)10:factor(category_id)4 0.95
factor(worker_id)11:factor(category_id)4 0.48
factor(worker_id)12:factor(category_id)4 0.23
factor(worker_id)13:factor(category_id)4 0.6
factor(worker_id)14:factor(category_id)4 0.98
factor(worker_id)15:factor(category_id)4 0
factor(worker_id)16:factor(category_id)4 0.01
factor(worker_id)17:factor(category_id)4 0.1
factor(worker_id)18:factor(category_id)4 0.02
factor(worker_id)19:factor(category_id)4 0.02
factor(worker_id)20:factor(category_id)4 0.07
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 0.13
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0.37
factor(worker_id)6:factor(category_id)5 0
factor(worker_id)7:factor(category_id)5 0.34
factor(worker_id)8:factor(category_id)5 0.08
factor(worker_id)9:factor(category_id)5 0.03
factor(worker_id)10:factor(category_id)5 0.15
factor(worker_id)11:factor(category_id)5 0
factor(worker_id)12:factor(category_id)5 0.11
factor(worker_id)13:factor(category_id)5 0.93
factor(worker_id)14:factor(category_id)5 0.24
factor(worker_id)15:factor(category_id)5 0.04
factor(worker_id)16:factor(category_id)5 0.35
factor(worker_id)17:factor(category_id)5 0
factor(worker_id)18:factor(category_id)5 0
factor(worker_id)19:factor(category_id)5 0
factor(worker_id)20:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 0
factor(worker_id)5:factor(category_id)6 0.19
factor(worker_id)6:factor(category_id)6 0
factor(worker_id)7:factor(category_id)6 0
factor(worker_id)8:factor(category_id)6 0
factor(worker_id)9:factor(category_id)6 0
factor(worker_id)10:factor(category_id)6 0.06
factor(worker_id)11:factor(category_id)6 0
factor(worker_id)12:factor(category_id)6 0
factor(worker_id)13:factor(category_id)6 0
factor(worker_id)14:factor(category_id)6 0
factor(worker_id)15:factor(category_id)6 0
factor(worker_id)16:factor(category_id)6 0
factor(worker_id)17:factor(category_id)6 0.18
factor(worker_id)18:factor(category_id)6 0
factor(worker_id)19:factor(category_id)6 0
factor(worker_id)20:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)3:factor(category_id)7 0.02
factor(worker_id)4:factor(category_id)7 0
factor(worker_id)5:factor(category_id)7 0
factor(worker_id)6:factor(category_id)7 0.16
factor(worker_id)7:factor(category_id)7 0.1
factor(worker_id)8:factor(category_id)7 0
factor(worker_id)9:factor(category_id)7 0
factor(worker_id)10:factor(category_id)7 0.45
factor(worker_id)11:factor(category_id)7 0
factor(worker_id)12:factor(category_id)7 0.13
factor(worker_id)13:factor(category_id)7 0.02
factor(worker_id)14:factor(category_id)7 0.04
factor(worker_id)15:factor(category_id)7 0.01
factor(worker_id)16:factor(category_id)7 0.67
factor(worker_id)17:factor(category_id)7 0.37
factor(worker_id)18:factor(category_id)7 0.04
factor(worker_id)19:factor(category_id)7 0.05
factor(worker_id)20:factor(category_id)7 0.01
factor(worker_id)2:factor(category_id)8 0.74
factor(worker_id)3:factor(category_id)8 1
factor(worker_id)4:factor(category_id)8 0.87
factor(worker_id)5:factor(category_id)8 1
factor(worker_id)6:factor(category_id)8 1
factor(worker_id)7:factor(category_id)8 0.82
factor(worker_id)8:factor(category_id)8 0.07
factor(worker_id)9:factor(category_id)8 0
factor(worker_id)10:factor(category_id)8 0.82
factor(worker_id)11:factor(category_id)8 1
factor(worker_id)12:factor(category_id)8 1
factor(worker_id)13:factor(category_id)8 1
factor(worker_id)14:factor(category_id)8 0.97
factor(worker_id)15:factor(category_id)8 0.55
factor(worker_id)16:factor(category_id)8 0.77
factor(worker_id)17:factor(category_id)8 0.97
factor(worker_id)18:factor(category_id)8 0.97
factor(worker_id)19:factor(category_id)8 1
factor(worker_id)20:factor(category_id)8 0.89
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)3:factor(category_id)9 0
factor(worker_id)4:factor(category_id)9 0
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)6:factor(category_id)9 0.03
factor(worker_id)7:factor(category_id)9 0.05
factor(worker_id)8:factor(category_id)9 0
factor(worker_id)9:factor(category_id)9 0
factor(worker_id)10:factor(category_id)9 0.6
factor(worker_id)11:factor(category_id)9 0.57
factor(worker_id)12:factor(category_id)9 0.02
factor(worker_id)13:factor(category_id)9 0.19
factor(worker_id)14:factor(category_id)9 0.2
factor(worker_id)15:factor(category_id)9 0.03
factor(worker_id)16:factor(category_id)9 0
factor(worker_id)17:factor(category_id)9 0.25
factor(worker_id)18:factor(category_id)9 0.37
factor(worker_id)19:factor(category_id)9 0
factor(worker_id)20:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)3:factor(category_id)10 0
factor(worker_id)4:factor(category_id)10 0
factor(worker_id)5:factor(category_id)10 0
factor(worker_id)6:factor(category_id)10 0.05
factor(worker_id)7:factor(category_id)10 0.24
factor(worker_id)8:factor(category_id)10 0
factor(worker_id)9:factor(category_id)10 0
factor(worker_id)10:factor(category_id)10 0
factor(worker_id)11:factor(category_id)10 0
factor(worker_id)12:factor(category_id)10 0
factor(worker_id)13:factor(category_id)10 0.14
factor(worker_id)14:factor(category_id)10 0
factor(worker_id)15:factor(category_id)10 0
factor(worker_id)16:factor(category_id)10 0
factor(worker_id)17:factor(category_id)10 0
factor(worker_id)18:factor(category_id)10 0
factor(worker_id)19:factor(category_id)10 0.56
factor(worker_id)20:factor(category_id)10 0.01

Significant match effect number = 18 out of 171

num_process = 20, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.007 0.227 -0.538 0.019 0.484
factor(worker_id)2 100 0 0.006 0.305 -0.815 0.032 0.751
factor(worker_id)3 100 0 0.036 0.300 -0.834 0.050 0.662
factor(worker_id)4 100 0 -0.020 0.338 -0.866 -0.031 0.817
factor(worker_id)5 100 0 -0.011 0.331 -0.730 -0.005 0.726
factor(worker_id)6 100 0 -0.006 0.321 -0.767 -0.034 0.830
factor(worker_id)7 100 0 0.022 0.314 -0.573 -0.023 1.140
factor(worker_id)8 100 0 0.000 0.276 -0.631 -0.016 0.741
factor(worker_id)9 100 0 -0.002 0.308 -0.747 -0.022 0.912
factor(worker_id)10 100 0 -0.024 0.317 -0.745 -0.045 0.835
factor(worker_id)11 100 0 0.012 0.285 -0.560 -0.021 0.737
factor(worker_id)12 100 0 -0.009 0.331 -0.678 -0.059 0.717
factor(worker_id)13 100 0 0.000 0.297 -0.868 0.032 0.650
factor(worker_id)14 100 0 -0.027 0.300 -0.752 -0.021 0.568
factor(worker_id)15 100 0 -0.057 0.300 -0.855 -0.079 0.875
factor(worker_id)16 100 0 0.031 0.317 -0.755 0.037 0.821
factor(worker_id)17 100 0 0.001 0.312 -0.697 -0.005 0.849
factor(worker_id)18 100 0 0.001 0.342 -0.882 -0.004 0.701
factor(worker_id)19 100 0 -0.038 0.348 -0.682 -0.054 0.845
factor(worker_id)20 100 0 0.027 0.321 -0.723 0.050 0.735
factor(category_id)2 100 0 0.003 0.300 -0.782 0.010 0.782
factor(category_id)3 100 0 -0.013 0.342 -0.727 -0.037 0.857
factor(category_id)4 100 0 -0.014 0.310 -0.715 -0.041 0.915
factor(category_id)5 100 0 -0.005 0.309 -0.743 0.049 0.877
factor(category_id)6 100 0 0.011 0.282 -0.760 0.026 0.676
factor(category_id)7 100 0 0.006 0.323 -0.841 0.028 0.941
factor(category_id)8 100 0 0.017 0.299 -0.714 0.023 0.672
factor(category_id)9 100 0 0.014 0.343 -0.754 0.001 0.975
factor(category_id)10 100 0 0.020 0.308 -0.790 0.007 0.856
factor(worker_id)2:factor(category_id)2 100 0 0.024 0.432 -0.927 0.006 0.976
factor(worker_id)3:factor(category_id)2 100 0 -0.057 0.406 -0.932 -0.090 1.209
factor(worker_id)4:factor(category_id)2 100 0 0.033 0.442 -1.254 0.065 1.199
factor(worker_id)5:factor(category_id)2 100 0 0.013 0.395 -1.031 -0.005 1.110
factor(worker_id)6:factor(category_id)2 100 0 0.042 0.456 -1.080 0.051 1.058
factor(worker_id)7:factor(category_id)2 100 0 -0.018 0.432 -1.154 -0.017 0.847
factor(worker_id)8:factor(category_id)2 100 0 -0.017 0.431 -1.337 -0.015 1.187
factor(worker_id)9:factor(category_id)2 100 0 0.020 0.436 -0.970 0.032 0.913
factor(worker_id)10:factor(category_id)2 100 0 0.030 0.402 -0.901 0.010 0.981
factor(worker_id)11:factor(category_id)2 100 0 -0.039 0.421 -0.962 -0.003 0.891
factor(worker_id)12:factor(category_id)2 100 0 -0.011 0.477 -1.058 0.025 1.026
factor(worker_id)13:factor(category_id)2 100 0 0.087 0.440 -0.707 0.084 1.611
factor(worker_id)14:factor(category_id)2 100 0 0.025 0.441 -0.927 0.122 1.066
factor(worker_id)15:factor(category_id)2 100 0 0.026 0.419 -1.064 0.013 0.915
factor(worker_id)16:factor(category_id)2 100 0 -0.065 0.402 -1.183 -0.043 0.845
factor(worker_id)17:factor(category_id)2 100 0 0.012 0.434 -0.963 0.040 1.197
factor(worker_id)18:factor(category_id)2 100 0 0.002 0.425 -0.878 -0.045 0.897
factor(worker_id)19:factor(category_id)2 100 0 0.068 0.473 -1.336 0.136 1.244
factor(worker_id)20:factor(category_id)2 100 0 -0.024 0.444 -0.842 -0.084 1.150
factor(worker_id)2:factor(category_id)3 100 0 -0.019 0.447 -1.137 -0.044 1.124
factor(worker_id)3:factor(category_id)3 100 0 -0.016 0.470 -1.190 -0.041 1.091
factor(worker_id)4:factor(category_id)3 100 0 0.041 0.451 -1.100 0.033 1.198
factor(worker_id)5:factor(category_id)3 100 0 -0.034 0.482 -1.452 -0.021 1.472
factor(worker_id)6:factor(category_id)3 100 0 0.061 0.500 -1.324 0.086 0.936
factor(worker_id)7:factor(category_id)3 100 0 -0.014 0.430 -1.126 -0.026 0.958
factor(worker_id)8:factor(category_id)3 100 0 0.027 0.416 -1.117 0.062 0.981
factor(worker_id)9:factor(category_id)3 100 0 -0.007 0.469 -1.304 0.016 0.968
factor(worker_id)10:factor(category_id)3 100 0 0.039 0.456 -1.241 0.008 1.033
factor(worker_id)11:factor(category_id)3 100 0 0.030 0.433 -1.078 -0.003 1.150
factor(worker_id)12:factor(category_id)3 100 0 0.056 0.458 -0.820 0.040 1.022
factor(worker_id)13:factor(category_id)3 100 0 0.061 0.417 -1.098 0.079 1.065
factor(worker_id)14:factor(category_id)3 100 0 0.030 0.476 -1.253 0.001 1.296
factor(worker_id)15:factor(category_id)3 100 0 0.070 0.468 -0.860 0.083 1.221
factor(worker_id)16:factor(category_id)3 100 0 -0.034 0.439 -1.035 -0.009 1.104
factor(worker_id)17:factor(category_id)3 100 0 0.040 0.451 -1.058 0.078 0.957
factor(worker_id)18:factor(category_id)3 100 0 -0.003 0.493 -0.967 0.016 1.315
factor(worker_id)19:factor(category_id)3 100 0 0.087 0.451 -1.124 0.095 1.111
factor(worker_id)20:factor(category_id)3 100 0 0.003 0.478 -1.150 -0.047 1.276
factor(worker_id)2:factor(category_id)4 100 0 -0.016 0.454 -1.186 -0.001 1.112
factor(worker_id)3:factor(category_id)4 100 0 0.013 0.416 -0.864 -0.008 1.334
factor(worker_id)4:factor(category_id)4 100 0 0.043 0.447 -0.808 -0.001 1.208
factor(worker_id)5:factor(category_id)4 100 0 0.041 0.446 -1.528 0.029 1.050
factor(worker_id)6:factor(category_id)4 100 0 0.012 0.420 -0.857 0.019 1.090
factor(worker_id)7:factor(category_id)4 100 0 0.010 0.449 -1.682 0.011 0.979
factor(worker_id)8:factor(category_id)4 100 0 0.013 0.409 -1.083 0.054 0.988
factor(worker_id)9:factor(category_id)4 100 0 0.026 0.439 -1.009 0.016 1.225
factor(worker_id)10:factor(category_id)4 100 0 0.015 0.448 -1.044 -0.013 1.128
factor(worker_id)11:factor(category_id)4 100 0 -0.005 0.418 -0.919 0.049 0.833
factor(worker_id)12:factor(category_id)4 100 0 0.019 0.450 -0.904 0.033 0.944
factor(worker_id)13:factor(category_id)4 100 0 0.023 0.415 -0.986 -0.019 0.989
factor(worker_id)14:factor(category_id)4 100 0 0.085 0.397 -0.920 0.099 1.099
factor(worker_id)15:factor(category_id)4 100 0 0.077 0.440 -1.250 0.062 1.127
factor(worker_id)16:factor(category_id)4 100 0 -0.012 0.458 -1.215 0.013 0.976
factor(worker_id)17:factor(category_id)4 100 0 0.030 0.442 -1.005 0.038 1.137
factor(worker_id)18:factor(category_id)4 100 0 0.017 0.432 -1.262 -0.005 1.450
factor(worker_id)19:factor(category_id)4 100 0 0.041 0.444 -1.379 0.029 0.934
factor(worker_id)20:factor(category_id)4 100 0 -0.025 0.485 -1.013 -0.023 1.393
factor(worker_id)2:factor(category_id)5 100 0 0.002 0.429 -0.974 0.050 0.892
factor(worker_id)3:factor(category_id)5 100 0 -0.045 0.438 -1.264 -0.065 1.037
factor(worker_id)4:factor(category_id)5 100 0 0.020 0.470 -1.210 0.033 1.408
factor(worker_id)5:factor(category_id)5 100 0 0.049 0.448 -0.984 0.100 1.486
factor(worker_id)6:factor(category_id)5 100 0 -0.003 0.411 -1.030 0.042 0.913
factor(worker_id)7:factor(category_id)5 100 0 0.002 0.427 -1.153 0.007 1.262
factor(worker_id)8:factor(category_id)5 100 0 0.023 0.463 -1.023 0.053 1.185
factor(worker_id)9:factor(category_id)5 100 0 0.000 0.451 -1.622 -0.011 1.130
factor(worker_id)10:factor(category_id)5 100 0 0.038 0.459 -0.849 -0.004 1.155
factor(worker_id)11:factor(category_id)5 100 0 0.018 0.432 -1.326 -0.035 0.949
factor(worker_id)12:factor(category_id)5 100 0 0.013 0.432 -1.020 0.031 1.051
factor(worker_id)13:factor(category_id)5 100 0 0.004 0.411 -1.201 -0.013 1.122
factor(worker_id)14:factor(category_id)5 100 0 0.052 0.494 -1.179 0.116 0.990
factor(worker_id)15:factor(category_id)5 100 0 0.085 0.429 -0.994 0.054 1.162
factor(worker_id)16:factor(category_id)5 100 0 -0.006 0.445 -0.881 -0.069 1.284
factor(worker_id)17:factor(category_id)5 100 0 0.008 0.471 -1.260 0.047 1.048
factor(worker_id)18:factor(category_id)5 100 0 0.004 0.456 -0.920 -0.023 1.160
factor(worker_id)19:factor(category_id)5 100 0 0.072 0.418 -1.190 0.071 0.938
factor(worker_id)20:factor(category_id)5 100 0 -0.009 0.466 -0.856 -0.082 1.265
factor(worker_id)2:factor(category_id)6 100 0 -0.007 0.403 -0.848 0.003 1.081
factor(worker_id)3:factor(category_id)6 100 0 -0.044 0.432 -0.947 -0.041 1.005
factor(worker_id)4:factor(category_id)6 100 0 0.045 0.422 -1.223 0.017 0.952
factor(worker_id)5:factor(category_id)6 100 0 -0.040 0.385 -1.039 -0.120 0.963
factor(worker_id)6:factor(category_id)6 100 0 0.024 0.444 -0.904 -0.012 0.915
factor(worker_id)7:factor(category_id)6 100 0 -0.030 0.406 -1.157 0.014 0.992
factor(worker_id)8:factor(category_id)6 100 0 -0.015 0.418 -0.925 -0.071 0.863
factor(worker_id)9:factor(category_id)6 100 0 0.007 0.489 -1.032 0.028 1.319
factor(worker_id)10:factor(category_id)6 100 0 0.031 0.441 -0.979 0.016 1.178
factor(worker_id)11:factor(category_id)6 100 0 -0.005 0.416 -0.914 0.057 1.246
factor(worker_id)12:factor(category_id)6 100 0 0.017 0.408 -0.852 0.031 0.911
factor(worker_id)13:factor(category_id)6 100 0 -0.006 0.378 -0.721 -0.055 0.941
factor(worker_id)14:factor(category_id)6 100 0 0.044 0.391 -1.004 0.039 1.362
factor(worker_id)15:factor(category_id)6 100 0 0.087 0.408 -1.060 0.078 1.205
factor(worker_id)16:factor(category_id)6 100 0 -0.018 0.416 -0.996 -0.013 1.364
factor(worker_id)17:factor(category_id)6 100 0 0.022 0.420 -1.208 0.071 1.011
factor(worker_id)18:factor(category_id)6 100 0 -0.048 0.432 -1.308 -0.023 1.120
factor(worker_id)19:factor(category_id)6 100 0 0.037 0.427 -0.992 0.058 1.226
factor(worker_id)20:factor(category_id)6 100 0 -0.055 0.460 -1.148 -0.079 1.036
factor(worker_id)2:factor(category_id)7 100 0 -0.021 0.439 -0.939 -0.052 1.147
factor(worker_id)3:factor(category_id)7 100 0 -0.041 0.463 -1.004 -0.068 1.661
factor(worker_id)4:factor(category_id)7 100 0 0.021 0.501 -1.584 0.033 1.253
factor(worker_id)5:factor(category_id)7 100 0 0.003 0.443 -1.114 -0.009 1.074
factor(worker_id)6:factor(category_id)7 100 0 0.018 0.420 -0.813 0.058 0.782
factor(worker_id)7:factor(category_id)7 100 0 -0.041 0.435 -1.135 -0.021 1.049
factor(worker_id)8:factor(category_id)7 100 0 -0.022 0.405 -0.941 -0.017 0.975
factor(worker_id)9:factor(category_id)7 100 0 -0.037 0.433 -1.173 -0.002 0.957
factor(worker_id)10:factor(category_id)7 100 0 0.045 0.457 -1.050 0.040 0.966
factor(worker_id)11:factor(category_id)7 100 0 -0.025 0.475 -1.427 -0.019 1.345
factor(worker_id)12:factor(category_id)7 100 0 -0.032 0.445 -1.068 -0.055 0.982
factor(worker_id)13:factor(category_id)7 100 0 0.021 0.481 -1.195 -0.043 1.277
factor(worker_id)14:factor(category_id)7 100 0 0.040 0.396 -0.798 0.011 0.895
factor(worker_id)15:factor(category_id)7 100 0 0.058 0.447 -1.189 0.042 1.255
factor(worker_id)16:factor(category_id)7 100 0 -0.022 0.443 -0.962 -0.016 1.078
factor(worker_id)17:factor(category_id)7 100 0 -0.025 0.439 -1.282 -0.092 1.007
factor(worker_id)18:factor(category_id)7 100 0 -0.028 0.454 -1.079 -0.050 0.943
factor(worker_id)19:factor(category_id)7 100 0 0.054 0.454 -0.886 0.069 1.325
factor(worker_id)20:factor(category_id)7 100 0 -0.033 0.443 -1.041 -0.048 0.961
factor(worker_id)2:factor(category_id)8 100 0 0.015 0.390 -1.113 0.005 1.151
factor(worker_id)3:factor(category_id)8 100 0 -0.055 0.490 -1.102 -0.056 1.232
factor(worker_id)4:factor(category_id)8 100 0 0.046 0.425 -1.118 0.036 1.069
factor(worker_id)5:factor(category_id)8 100 0 0.008 0.386 -0.940 0.003 0.949
factor(worker_id)6:factor(category_id)8 100 0 0.022 0.428 -0.964 0.012 1.370
factor(worker_id)7:factor(category_id)8 100 0 -0.020 0.425 -0.980 -0.040 1.036
factor(worker_id)8:factor(category_id)8 100 0 -0.020 0.415 -1.176 0.014 1.056
factor(worker_id)9:factor(category_id)8 100 0 0.011 0.381 -1.019 0.037 0.918
factor(worker_id)10:factor(category_id)8 100 0 0.027 0.414 -1.154 0.064 0.832
factor(worker_id)11:factor(category_id)8 100 0 0.003 0.418 -1.078 0.030 0.886
factor(worker_id)12:factor(category_id)8 100 0 0.061 0.456 -1.064 0.053 1.122
factor(worker_id)13:factor(category_id)8 100 0 -0.048 0.422 -0.915 -0.006 0.885
factor(worker_id)14:factor(category_id)8 100 0 0.044 0.447 -1.024 0.079 1.150
factor(worker_id)15:factor(category_id)8 100 0 0.052 0.431 -1.090 0.035 1.069
factor(worker_id)16:factor(category_id)8 100 0 -0.059 0.439 -1.105 -0.048 0.901
factor(worker_id)17:factor(category_id)8 100 0 0.003 0.406 -0.982 -0.019 0.956
factor(worker_id)18:factor(category_id)8 100 0 -0.007 0.421 -0.979 -0.031 0.929
factor(worker_id)19:factor(category_id)8 100 0 0.021 0.422 -1.085 0.112 0.884
factor(worker_id)20:factor(category_id)8 100 0 -0.009 0.425 -1.012 0.014 1.104
factor(worker_id)2:factor(category_id)9 100 0 -0.033 0.454 -1.145 -0.072 0.942
factor(worker_id)3:factor(category_id)9 100 0 -0.026 0.501 -1.250 0.008 1.127
factor(worker_id)4:factor(category_id)9 100 0 0.005 0.468 -1.712 0.015 1.116
factor(worker_id)5:factor(category_id)9 100 0 0.010 0.483 -1.386 0.008 1.113
factor(worker_id)6:factor(category_id)9 100 0 -0.002 0.443 -1.286 -0.019 1.124
factor(worker_id)7:factor(category_id)9 100 0 -0.027 0.459 -1.389 0.068 1.198
factor(worker_id)8:factor(category_id)9 100 0 -0.012 0.465 -1.116 -0.029 1.310
factor(worker_id)9:factor(category_id)9 100 0 -0.020 0.416 -1.252 -0.008 1.096
factor(worker_id)10:factor(category_id)9 100 0 -0.035 0.458 -1.197 -0.016 1.023
factor(worker_id)11:factor(category_id)9 100 0 -0.018 0.475 -1.282 -0.054 1.118
factor(worker_id)12:factor(category_id)9 100 0 0.017 0.496 -1.083 0.097 1.216
factor(worker_id)13:factor(category_id)9 100 0 -0.046 0.433 -1.022 0.002 0.934
factor(worker_id)14:factor(category_id)9 100 0 0.021 0.484 -0.993 0.093 1.093
factor(worker_id)15:factor(category_id)9 100 0 0.056 0.453 -1.018 0.072 1.010
factor(worker_id)16:factor(category_id)9 100 0 -0.030 0.452 -1.227 0.002 1.001
factor(worker_id)17:factor(category_id)9 100 0 0.009 0.464 -1.696 0.069 1.569
factor(worker_id)18:factor(category_id)9 100 0 -0.040 0.507 -1.102 0.021 1.111
factor(worker_id)19:factor(category_id)9 100 0 0.043 0.476 -0.965 0.037 1.250
factor(worker_id)20:factor(category_id)9 100 0 -0.004 0.451 -0.854 -0.053 1.211
factor(worker_id)2:factor(category_id)10 100 0 -0.035 0.411 -0.922 -0.032 0.881
factor(worker_id)3:factor(category_id)10 100 0 -0.042 0.437 -1.141 -0.081 1.050
factor(worker_id)4:factor(category_id)10 100 0 -0.011 0.441 -1.054 -0.020 1.186
factor(worker_id)5:factor(category_id)10 100 0 -0.016 0.477 -1.033 0.020 1.216
factor(worker_id)6:factor(category_id)10 100 0 -0.004 0.471 -1.155 -0.014 1.163
factor(worker_id)7:factor(category_id)10 100 0 -0.029 0.463 -1.352 0.042 1.003
factor(worker_id)8:factor(category_id)10 100 0 0.011 0.411 -1.240 0.009 1.016
factor(worker_id)9:factor(category_id)10 100 0 0.005 0.430 -1.188 0.045 0.889
factor(worker_id)10:factor(category_id)10 100 0 0.016 0.435 -0.904 0.041 1.331
factor(worker_id)11:factor(category_id)10 100 0 0.007 0.454 -1.004 0.041 0.960
factor(worker_id)12:factor(category_id)10 100 0 -0.014 0.434 -0.954 -0.019 1.051
factor(worker_id)13:factor(category_id)10 100 0 0.012 0.406 -0.972 -0.009 0.893
factor(worker_id)14:factor(category_id)10 100 0 0.003 0.465 -1.116 -0.043 1.146
factor(worker_id)15:factor(category_id)10 100 0 0.072 0.414 -1.200 0.025 1.052
factor(worker_id)16:factor(category_id)10 100 0 -0.049 0.444 -0.935 -0.024 1.104
factor(worker_id)17:factor(category_id)10 100 0 0.003 0.457 -1.060 0.049 1.316
factor(worker_id)18:factor(category_id)10 100 0 0.040 0.455 -0.916 0.019 1.084
factor(worker_id)19:factor(category_id)10 100 0 0.033 0.440 -0.865 0.021 1.270
factor(worker_id)20:factor(category_id)10 100 0 0.011 0.418 -0.989 0.032 0.940

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.49
factor(worker_id)3 0.99
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(category_id)2 1
factor(category_id)3 0.88
factor(category_id)4 1
factor(category_id)5 0.92
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0.2
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 0
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 0
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0.23
factor(worker_id)3:factor(category_id)3 0.87
factor(worker_id)4:factor(category_id)3 1
factor(worker_id)5:factor(category_id)3 0.6
factor(worker_id)6:factor(category_id)3 0.78
factor(worker_id)7:factor(category_id)3 0.3
factor(worker_id)8:factor(category_id)3 0
factor(worker_id)9:factor(category_id)3 0.98
factor(worker_id)10:factor(category_id)3 0.68
factor(worker_id)11:factor(category_id)3 0.04
factor(worker_id)12:factor(category_id)3 0.93
factor(worker_id)13:factor(category_id)3 0.99
factor(worker_id)14:factor(category_id)3 0.01
factor(worker_id)15:factor(category_id)3 0
factor(worker_id)16:factor(category_id)3 0.02
factor(worker_id)17:factor(category_id)3 0
factor(worker_id)18:factor(category_id)3 0.99
factor(worker_id)19:factor(category_id)3 1
factor(worker_id)20:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0.92
factor(worker_id)3:factor(category_id)4 1
factor(worker_id)4:factor(category_id)4 1
factor(worker_id)5:factor(category_id)4 0.56
factor(worker_id)6:factor(category_id)4 0.7
factor(worker_id)7:factor(category_id)4 0.99
factor(worker_id)8:factor(category_id)4 0.19
factor(worker_id)9:factor(category_id)4 0.87
factor(worker_id)10:factor(category_id)4 0.86
factor(worker_id)11:factor(category_id)4 0
factor(worker_id)12:factor(category_id)4 0
factor(worker_id)13:factor(category_id)4 0
factor(worker_id)14:factor(category_id)4 0
factor(worker_id)15:factor(category_id)4 0
factor(worker_id)16:factor(category_id)4 0.1
factor(worker_id)17:factor(category_id)4 0.01
factor(worker_id)18:factor(category_id)4 0.92
factor(worker_id)19:factor(category_id)4 1
factor(worker_id)20:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 0.99
factor(worker_id)5:factor(category_id)5 1
factor(worker_id)6:factor(category_id)5 1
factor(worker_id)7:factor(category_id)5 0.99
factor(worker_id)8:factor(category_id)5 0.95
factor(worker_id)9:factor(category_id)5 1
factor(worker_id)10:factor(category_id)5 1
factor(worker_id)11:factor(category_id)5 0.97
factor(worker_id)12:factor(category_id)5 0.05
factor(worker_id)13:factor(category_id)5 1
factor(worker_id)14:factor(category_id)5 1
factor(worker_id)15:factor(category_id)5 1
factor(worker_id)16:factor(category_id)5 0.67
factor(worker_id)17:factor(category_id)5 1
factor(worker_id)18:factor(category_id)5 1
factor(worker_id)19:factor(category_id)5 1
factor(worker_id)20:factor(category_id)5 1
factor(worker_id)2:factor(category_id)6 0.97
factor(worker_id)3:factor(category_id)6 1
factor(worker_id)4:factor(category_id)6 1
factor(worker_id)5:factor(category_id)6 1
factor(worker_id)6:factor(category_id)6 1
factor(worker_id)7:factor(category_id)6 1
factor(worker_id)8:factor(category_id)6 1
factor(worker_id)9:factor(category_id)6 1
factor(worker_id)10:factor(category_id)6 0.88
factor(worker_id)11:factor(category_id)6 1
factor(worker_id)12:factor(category_id)6 0.62
factor(worker_id)13:factor(category_id)6 1
factor(worker_id)14:factor(category_id)6 0.01
factor(worker_id)15:factor(category_id)6 1
factor(worker_id)16:factor(category_id)6 0.38
factor(worker_id)17:factor(category_id)6 1
factor(worker_id)18:factor(category_id)6 0.6
factor(worker_id)19:factor(category_id)6 1
factor(worker_id)20:factor(category_id)6 0.62
factor(worker_id)2:factor(category_id)7 1
factor(worker_id)3:factor(category_id)7 0.88
factor(worker_id)4:factor(category_id)7 1
factor(worker_id)5:factor(category_id)7 0.98
factor(worker_id)6:factor(category_id)7 0.52
factor(worker_id)7:factor(category_id)7 0.03
factor(worker_id)8:factor(category_id)7 0.01
factor(worker_id)9:factor(category_id)7 0.66
factor(worker_id)10:factor(category_id)7 1
factor(worker_id)11:factor(category_id)7 0.27
factor(worker_id)12:factor(category_id)7 0.78
factor(worker_id)13:factor(category_id)7 0.01
factor(worker_id)14:factor(category_id)7 0.66
factor(worker_id)15:factor(category_id)7 0
factor(worker_id)16:factor(category_id)7 0.02
factor(worker_id)17:factor(category_id)7 0.03
factor(worker_id)18:factor(category_id)7 0
factor(worker_id)19:factor(category_id)7 0.37
factor(worker_id)20:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 1
factor(worker_id)3:factor(category_id)8 0.06
factor(worker_id)4:factor(category_id)8 0.99
factor(worker_id)5:factor(category_id)8 0.88
factor(worker_id)6:factor(category_id)8 1
factor(worker_id)7:factor(category_id)8 0.96
factor(worker_id)8:factor(category_id)8 0.71
factor(worker_id)9:factor(category_id)8 0.92
factor(worker_id)10:factor(category_id)8 1
factor(worker_id)11:factor(category_id)8 0
factor(worker_id)12:factor(category_id)8 0.98
factor(worker_id)13:factor(category_id)8 0.27
factor(worker_id)14:factor(category_id)8 0.01
factor(worker_id)15:factor(category_id)8 0
factor(worker_id)16:factor(category_id)8 0
factor(worker_id)17:factor(category_id)8 0
factor(worker_id)18:factor(category_id)8 0.8
factor(worker_id)19:factor(category_id)8 0.79
factor(worker_id)20:factor(category_id)8 0.11
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)3:factor(category_id)9 0
factor(worker_id)4:factor(category_id)9 0.81
factor(worker_id)5:factor(category_id)9 0.94
factor(worker_id)6:factor(category_id)9 0.97
factor(worker_id)7:factor(category_id)9 0.03
factor(worker_id)8:factor(category_id)9 0.01
factor(worker_id)9:factor(category_id)9 0.93
factor(worker_id)10:factor(category_id)9 0.02
factor(worker_id)11:factor(category_id)9 0
factor(worker_id)12:factor(category_id)9 0
factor(worker_id)13:factor(category_id)9 0
factor(worker_id)14:factor(category_id)9 0
factor(worker_id)15:factor(category_id)9 0.98
factor(worker_id)16:factor(category_id)9 0
factor(worker_id)17:factor(category_id)9 0
factor(worker_id)18:factor(category_id)9 0
factor(worker_id)19:factor(category_id)9 1
factor(worker_id)20:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)3:factor(category_id)10 0
factor(worker_id)4:factor(category_id)10 0
factor(worker_id)5:factor(category_id)10 0.13
factor(worker_id)6:factor(category_id)10 0.86
factor(worker_id)7:factor(category_id)10 0.91
factor(worker_id)8:factor(category_id)10 0
factor(worker_id)9:factor(category_id)10 0.53
factor(worker_id)10:factor(category_id)10 0.02
factor(worker_id)11:factor(category_id)10 0.24
factor(worker_id)12:factor(category_id)10 0.13
factor(worker_id)13:factor(category_id)10 0
factor(worker_id)14:factor(category_id)10 0
factor(worker_id)15:factor(category_id)10 0.3
factor(worker_id)16:factor(category_id)10 0.02
factor(worker_id)17:factor(category_id)10 0
factor(worker_id)18:factor(category_id)10 0.87
factor(worker_id)19:factor(category_id)10 1
factor(worker_id)20:factor(category_id)10 0

Significant match effect number = 69 out of 171

num_process = 30, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.037 0.184 -0.484 -0.012 0.352
factor(worker_id)2 100 0 0.062 0.266 -0.486 0.037 0.875
factor(worker_id)3 100 0 0.056 0.271 -0.499 0.016 0.939
factor(worker_id)4 100 0 0.009 0.277 -0.558 -0.016 0.673
factor(worker_id)5 100 0 0.036 0.250 -0.753 0.070 0.601
factor(worker_id)6 100 0 0.020 0.288 -0.638 0.003 0.811
factor(worker_id)7 100 0 0.042 0.232 -0.451 0.010 0.636
factor(worker_id)8 100 0 0.045 0.235 -0.612 0.049 0.582
factor(worker_id)9 100 0 0.010 0.266 -0.512 -0.007 0.581
factor(worker_id)10 100 0 0.018 0.251 -0.547 -0.005 0.698
factor(worker_id)11 100 0 0.045 0.249 -0.449 0.041 0.658
factor(worker_id)12 100 0 0.016 0.269 -0.590 0.026 0.629
factor(worker_id)13 100 0 0.039 0.246 -0.587 0.040 0.576
factor(worker_id)14 100 0 0.027 0.244 -0.638 0.031 0.632
factor(worker_id)15 100 0 0.069 0.264 -0.543 0.060 0.857
factor(worker_id)16 100 0 0.037 0.261 -0.531 0.058 0.680
factor(worker_id)17 100 0 0.053 0.265 -0.699 0.048 0.857
factor(worker_id)18 100 0 0.024 0.284 -0.590 0.039 0.735
factor(worker_id)19 100 0 0.029 0.246 -0.500 0.036 0.712
factor(worker_id)20 100 0 0.034 0.240 -0.489 0.046 0.631
factor(category_id)2 100 0 0.053 0.274 -0.535 0.070 0.610
factor(category_id)3 100 0 0.004 0.284 -0.592 -0.006 0.729
factor(category_id)4 100 0 0.033 0.257 -0.607 0.039 0.824
factor(category_id)5 100 0 0.052 0.256 -0.486 0.059 0.763
factor(category_id)6 100 0 0.049 0.241 -0.753 0.045 0.601
factor(category_id)7 100 0 0.027 0.254 -0.508 -0.014 0.657
factor(category_id)8 100 0 0.010 0.252 -0.524 0.016 0.645
factor(category_id)9 100 0 0.042 0.267 -0.535 0.030 0.686
factor(category_id)10 100 0 0.025 0.269 -0.619 0.005 0.826
factor(worker_id)2:factor(category_id)2 100 0 -0.082 0.393 -1.029 -0.072 0.833
factor(worker_id)3:factor(category_id)2 100 0 -0.081 0.370 -1.080 -0.014 0.972
factor(worker_id)4:factor(category_id)2 100 0 -0.036 0.418 -1.104 -0.040 0.884
factor(worker_id)5:factor(category_id)2 100 0 -0.044 0.388 -1.163 -0.093 1.336
factor(worker_id)6:factor(category_id)2 100 0 -0.019 0.419 -1.067 -0.030 0.882
factor(worker_id)7:factor(category_id)2 100 0 -0.058 0.327 -0.957 -0.041 1.006
factor(worker_id)8:factor(category_id)2 100 0 -0.068 0.332 -1.004 -0.050 0.702
factor(worker_id)9:factor(category_id)2 100 0 -0.053 0.371 -0.854 -0.033 0.894
factor(worker_id)10:factor(category_id)2 100 0 -0.036 0.382 -1.000 -0.066 0.722
factor(worker_id)11:factor(category_id)2 100 0 -0.091 0.354 -1.007 -0.118 0.744
factor(worker_id)12:factor(category_id)2 100 0 -0.017 0.394 -0.910 0.005 0.783
factor(worker_id)13:factor(category_id)2 100 0 -0.077 0.388 -0.906 -0.069 0.887
factor(worker_id)14:factor(category_id)2 100 0 0.002 0.382 -0.850 -0.018 1.161
factor(worker_id)15:factor(category_id)2 100 0 -0.114 0.375 -1.058 -0.088 0.835
factor(worker_id)16:factor(category_id)2 100 0 -0.050 0.382 -1.021 -0.048 0.804
factor(worker_id)17:factor(category_id)2 100 0 -0.068 0.378 -1.034 -0.104 1.021
factor(worker_id)18:factor(category_id)2 100 0 -0.047 0.369 -0.971 -0.036 0.799
factor(worker_id)19:factor(category_id)2 100 0 -0.054 0.327 -0.780 -0.030 0.671
factor(worker_id)20:factor(category_id)2 100 0 -0.064 0.317 -0.970 -0.067 0.713
factor(worker_id)2:factor(category_id)3 100 0 -0.014 0.397 -1.145 -0.049 1.015
factor(worker_id)3:factor(category_id)3 100 0 -0.036 0.382 -1.010 -0.022 0.802
factor(worker_id)4:factor(category_id)3 100 0 0.021 0.394 -0.864 -0.006 0.991
factor(worker_id)5:factor(category_id)3 100 0 0.043 0.349 -0.763 0.015 1.039
factor(worker_id)6:factor(category_id)3 100 0 -0.002 0.457 -1.440 0.032 1.105
factor(worker_id)7:factor(category_id)3 100 0 -0.011 0.345 -0.790 0.002 0.867
factor(worker_id)8:factor(category_id)3 100 0 -0.024 0.370 -0.839 -0.028 1.123
factor(worker_id)9:factor(category_id)3 100 0 -0.016 0.398 -0.998 0.030 1.020
factor(worker_id)10:factor(category_id)3 100 0 0.025 0.416 -0.951 -0.006 1.079
factor(worker_id)11:factor(category_id)3 100 0 -0.025 0.384 -0.809 -0.046 0.831
factor(worker_id)12:factor(category_id)3 100 0 0.036 0.426 -0.878 0.009 1.053
factor(worker_id)13:factor(category_id)3 100 0 -0.007 0.390 -0.927 -0.020 1.329
factor(worker_id)14:factor(category_id)3 100 0 -0.001 0.348 -0.748 -0.013 0.908
factor(worker_id)15:factor(category_id)3 100 0 -0.034 0.370 -0.966 -0.006 0.750
factor(worker_id)16:factor(category_id)3 100 0 0.010 0.402 -0.928 0.012 0.880
factor(worker_id)17:factor(category_id)3 100 0 0.004 0.376 -1.074 -0.024 0.957
factor(worker_id)18:factor(category_id)3 100 0 0.020 0.416 -1.042 -0.009 0.815
factor(worker_id)19:factor(category_id)3 100 0 0.022 0.391 -0.742 0.050 0.981
factor(worker_id)20:factor(category_id)3 100 0 0.001 0.355 -0.959 -0.001 0.919
factor(worker_id)2:factor(category_id)4 100 0 -0.069 0.370 -1.264 -0.072 0.850
factor(worker_id)3:factor(category_id)4 100 0 -0.054 0.398 -1.431 -0.058 0.715
factor(worker_id)4:factor(category_id)4 100 0 -0.003 0.395 -1.150 0.024 0.863
factor(worker_id)5:factor(category_id)4 100 0 -0.044 0.350 -0.836 -0.042 0.706
factor(worker_id)6:factor(category_id)4 100 0 -0.021 0.394 -0.917 -0.003 1.076
factor(worker_id)7:factor(category_id)4 100 0 -0.047 0.367 -0.962 -0.033 0.871
factor(worker_id)8:factor(category_id)4 100 0 0.000 0.351 -0.739 0.007 0.916
factor(worker_id)9:factor(category_id)4 100 0 0.021 0.334 -1.018 0.031 0.717
factor(worker_id)10:factor(category_id)4 100 0 0.012 0.351 -0.700 -0.004 0.826
factor(worker_id)11:factor(category_id)4 100 0 -0.060 0.376 -1.320 -0.092 0.628
factor(worker_id)12:factor(category_id)4 100 0 -0.041 0.387 -0.921 -0.070 0.871
factor(worker_id)13:factor(category_id)4 100 0 -0.064 0.325 -0.971 -0.040 0.756
factor(worker_id)14:factor(category_id)4 100 0 -0.008 0.373 -0.761 0.007 1.156
factor(worker_id)15:factor(category_id)4 100 0 -0.062 0.391 -0.867 -0.087 0.908
factor(worker_id)16:factor(category_id)4 100 0 -0.034 0.351 -0.818 -0.102 0.851
factor(worker_id)17:factor(category_id)4 100 0 -0.056 0.353 -1.468 -0.066 0.812
factor(worker_id)18:factor(category_id)4 100 0 -0.028 0.399 -1.114 -0.028 0.864
factor(worker_id)19:factor(category_id)4 100 0 -0.011 0.347 -1.001 -0.007 0.681
factor(worker_id)20:factor(category_id)4 100 0 -0.013 0.327 -0.683 -0.017 0.809
factor(worker_id)2:factor(category_id)5 100 0 -0.074 0.380 -0.874 -0.059 0.821
factor(worker_id)3:factor(category_id)5 100 0 -0.098 0.360 -0.978 -0.092 0.651
factor(worker_id)4:factor(category_id)5 100 0 -0.023 0.365 -0.849 0.002 0.791
factor(worker_id)5:factor(category_id)5 100 0 -0.085 0.340 -0.916 -0.076 0.578
factor(worker_id)6:factor(category_id)5 100 0 -0.072 0.373 -0.908 -0.037 0.752
factor(worker_id)7:factor(category_id)5 100 0 -0.076 0.379 -1.003 -0.120 1.120
factor(worker_id)8:factor(category_id)5 100 0 -0.040 0.326 -1.119 -0.016 0.861
factor(worker_id)9:factor(category_id)5 100 0 -0.008 0.370 -1.036 -0.040 0.925
factor(worker_id)10:factor(category_id)5 100 0 -0.027 0.328 -1.032 -0.001 0.743
factor(worker_id)11:factor(category_id)5 100 0 -0.064 0.362 -1.070 -0.052 0.798
factor(worker_id)12:factor(category_id)5 100 0 0.025 0.390 -0.869 0.003 1.031
factor(worker_id)13:factor(category_id)5 100 0 -0.053 0.338 -0.963 -0.046 0.713
factor(worker_id)14:factor(category_id)5 100 0 -0.061 0.387 -0.967 -0.076 1.024
factor(worker_id)15:factor(category_id)5 100 0 -0.103 0.357 -0.888 -0.106 0.614
factor(worker_id)16:factor(category_id)5 100 0 -0.086 0.400 -1.099 -0.048 0.767
factor(worker_id)17:factor(category_id)5 100 0 -0.064 0.358 -0.782 -0.073 0.739
factor(worker_id)18:factor(category_id)5 100 0 -0.050 0.370 -0.887 -0.028 0.869
factor(worker_id)19:factor(category_id)5 100 0 -0.045 0.298 -0.819 -0.041 0.547
factor(worker_id)20:factor(category_id)5 100 0 -0.050 0.354 -0.991 -0.106 0.805
factor(worker_id)2:factor(category_id)6 100 0 -0.082 0.352 -0.820 -0.048 0.887
factor(worker_id)3:factor(category_id)6 100 0 -0.045 0.348 -0.899 -0.058 1.267
factor(worker_id)4:factor(category_id)6 100 0 0.005 0.367 -0.888 0.040 0.862
factor(worker_id)5:factor(category_id)6 100 0 -0.052 0.350 -0.916 -0.073 0.859
factor(worker_id)6:factor(category_id)6 100 0 -0.043 0.375 -1.133 -0.034 0.904
factor(worker_id)7:factor(category_id)6 100 0 -0.056 0.334 -1.049 -0.050 1.039
factor(worker_id)8:factor(category_id)6 100 0 -0.064 0.325 -0.770 -0.065 0.723
factor(worker_id)9:factor(category_id)6 100 0 -0.027 0.390 -0.871 -0.010 1.002
factor(worker_id)10:factor(category_id)6 100 0 -0.024 0.317 -1.004 -0.021 0.853
factor(worker_id)11:factor(category_id)6 100 0 -0.070 0.345 -0.730 -0.113 0.787
factor(worker_id)12:factor(category_id)6 100 0 -0.037 0.369 -0.977 -0.026 1.161
factor(worker_id)13:factor(category_id)6 100 0 -0.028 0.346 -0.777 -0.045 0.827
factor(worker_id)14:factor(category_id)6 100 0 -0.025 0.345 -1.070 -0.010 1.044
factor(worker_id)15:factor(category_id)6 100 0 -0.080 0.360 -0.958 -0.112 0.711
factor(worker_id)16:factor(category_id)6 100 0 -0.053 0.355 -0.933 -0.105 1.090
factor(worker_id)17:factor(category_id)6 100 0 -0.065 0.350 -0.858 -0.098 0.741
factor(worker_id)18:factor(category_id)6 100 0 -0.073 0.368 -0.930 -0.043 1.100
factor(worker_id)19:factor(category_id)6 100 0 -0.018 0.361 -0.903 -0.030 1.147
factor(worker_id)20:factor(category_id)6 100 0 -0.056 0.313 -0.924 -0.071 0.796
factor(worker_id)2:factor(category_id)7 100 0 -0.026 0.349 -0.886 -0.024 0.855
factor(worker_id)3:factor(category_id)7 100 0 -0.048 0.356 -1.236 -0.004 1.025
factor(worker_id)4:factor(category_id)7 100 0 -0.027 0.358 -0.916 0.037 0.790
factor(worker_id)5:factor(category_id)7 100 0 -0.017 0.375 -1.498 0.028 0.762
factor(worker_id)6:factor(category_id)7 100 0 0.001 0.393 -1.065 -0.001 0.990
factor(worker_id)7:factor(category_id)7 100 0 -0.037 0.330 -1.006 -0.044 0.668
factor(worker_id)8:factor(category_id)7 100 0 -0.029 0.350 -0.980 0.018 0.856
factor(worker_id)9:factor(category_id)7 100 0 -0.012 0.341 -0.937 -0.052 0.756
factor(worker_id)10:factor(category_id)7 100 0 -0.020 0.356 -1.098 0.023 0.893
factor(worker_id)11:factor(category_id)7 100 0 -0.024 0.337 -0.854 -0.042 0.763
factor(worker_id)12:factor(category_id)7 100 0 -0.050 0.377 -1.039 -0.012 0.762
factor(worker_id)13:factor(category_id)7 100 0 -0.080 0.339 -0.770 -0.081 0.716
factor(worker_id)14:factor(category_id)7 100 0 -0.009 0.337 -0.867 -0.004 0.655
factor(worker_id)15:factor(category_id)7 100 0 -0.075 0.372 -1.174 -0.066 0.841
factor(worker_id)16:factor(category_id)7 100 0 -0.045 0.369 -0.908 -0.003 0.690
factor(worker_id)17:factor(category_id)7 100 0 -0.054 0.388 -0.943 -0.082 0.982
factor(worker_id)18:factor(category_id)7 100 0 -0.005 0.379 -0.892 -0.017 0.831
factor(worker_id)19:factor(category_id)7 100 0 0.001 0.347 -0.822 0.025 0.821
factor(worker_id)20:factor(category_id)7 100 0 -0.050 0.344 -0.805 -0.057 0.749
factor(worker_id)2:factor(category_id)8 100 0 -0.030 0.352 -0.917 -0.063 0.709
factor(worker_id)3:factor(category_id)8 100 0 0.003 0.332 -0.833 0.009 0.820
factor(worker_id)4:factor(category_id)8 100 0 0.009 0.373 -0.999 -0.015 0.838
factor(worker_id)5:factor(category_id)8 100 0 -0.026 0.374 -0.823 -0.032 1.141
factor(worker_id)6:factor(category_id)8 100 0 0.011 0.418 -0.793 0.029 0.995
factor(worker_id)7:factor(category_id)8 100 0 -0.015 0.350 -1.042 -0.006 0.782
factor(worker_id)8:factor(category_id)8 100 0 -0.041 0.352 -0.855 -0.050 0.857
factor(worker_id)9:factor(category_id)8 100 0 0.013 0.363 -0.861 0.011 0.914
factor(worker_id)10:factor(category_id)8 100 0 -0.029 0.347 -0.719 -0.063 0.699
factor(worker_id)11:factor(category_id)8 100 0 -0.035 0.340 -0.710 -0.009 0.729
factor(worker_id)12:factor(category_id)8 100 0 0.021 0.382 -0.843 0.035 1.044
factor(worker_id)13:factor(category_id)8 100 0 -0.009 0.354 -0.714 -0.021 0.766
factor(worker_id)14:factor(category_id)8 100 0 0.012 0.362 -0.712 -0.002 1.024
factor(worker_id)15:factor(category_id)8 100 0 -0.037 0.377 -0.843 0.015 0.756
factor(worker_id)16:factor(category_id)8 100 0 -0.019 0.341 -0.932 0.008 0.712
factor(worker_id)17:factor(category_id)8 100 0 -0.037 0.406 -0.888 -0.036 1.175
factor(worker_id)18:factor(category_id)8 100 0 -0.022 0.398 -0.850 -0.039 0.934
factor(worker_id)19:factor(category_id)8 100 0 -0.018 0.366 -1.130 -0.036 0.966
factor(worker_id)20:factor(category_id)8 100 0 0.001 0.344 -0.773 -0.025 0.668
factor(worker_id)2:factor(category_id)9 100 0 -0.079 0.346 -1.285 -0.043 0.728
factor(worker_id)3:factor(category_id)9 100 0 -0.075 0.401 -1.161 -0.052 0.713
factor(worker_id)4:factor(category_id)9 100 0 -0.002 0.399 -1.147 0.025 1.129
factor(worker_id)5:factor(category_id)9 100 0 -0.022 0.357 -0.739 -0.037 1.144
factor(worker_id)6:factor(category_id)9 100 0 -0.018 0.407 -1.206 -0.043 0.992
factor(worker_id)7:factor(category_id)9 100 0 -0.077 0.320 -1.012 -0.072 0.774
factor(worker_id)8:factor(category_id)9 100 0 -0.054 0.348 -0.819 -0.064 0.845
factor(worker_id)9:factor(category_id)9 100 0 -0.033 0.349 -0.917 -0.020 0.813
factor(worker_id)10:factor(category_id)9 100 0 -0.016 0.381 -0.899 0.004 0.792
factor(worker_id)11:factor(category_id)9 100 0 -0.057 0.385 -0.796 -0.055 0.974
factor(worker_id)12:factor(category_id)9 100 0 -0.021 0.380 -1.016 0.003 0.817
factor(worker_id)13:factor(category_id)9 100 0 -0.069 0.384 -0.913 -0.133 0.988
factor(worker_id)14:factor(category_id)9 100 0 0.001 0.361 -0.805 -0.004 0.987
factor(worker_id)15:factor(category_id)9 100 0 -0.063 0.335 -0.896 -0.058 0.851
factor(worker_id)16:factor(category_id)9 100 0 -0.035 0.374 -0.816 -0.027 0.905
factor(worker_id)17:factor(category_id)9 100 0 -0.035 0.388 -1.032 -0.037 1.076
factor(worker_id)18:factor(category_id)9 100 0 -0.016 0.407 -1.054 -0.058 0.906
factor(worker_id)19:factor(category_id)9 100 0 -0.047 0.342 -0.884 -0.044 0.876
factor(worker_id)20:factor(category_id)9 100 0 -0.014 0.347 -0.806 -0.059 0.765
factor(worker_id)2:factor(category_id)10 100 0 -0.060 0.377 -1.108 -0.023 0.691
factor(worker_id)3:factor(category_id)10 100 0 -0.069 0.378 -1.536 -0.032 0.735
factor(worker_id)4:factor(category_id)10 100 0 0.020 0.347 -1.207 0.037 0.781
factor(worker_id)5:factor(category_id)10 100 0 -0.013 0.378 -0.864 0.009 1.060
factor(worker_id)6:factor(category_id)10 100 0 -0.054 0.408 -1.015 -0.020 1.306
factor(worker_id)7:factor(category_id)10 100 0 0.004 0.356 -0.804 0.089 0.750
factor(worker_id)8:factor(category_id)10 100 0 -0.006 0.350 -0.997 0.023 1.089
factor(worker_id)9:factor(category_id)10 100 0 0.029 0.362 -0.801 0.043 0.995
factor(worker_id)10:factor(category_id)10 100 0 -0.014 0.382 -1.066 0.041 0.705
factor(worker_id)11:factor(category_id)10 100 0 -0.010 0.363 -1.036 0.012 0.767
factor(worker_id)12:factor(category_id)10 100 0 -0.004 0.367 -0.854 0.012 1.081
factor(worker_id)13:factor(category_id)10 100 0 -0.023 0.377 -0.895 -0.016 0.850
factor(worker_id)14:factor(category_id)10 100 0 -0.021 0.363 -1.187 -0.020 0.844
factor(worker_id)15:factor(category_id)10 100 0 -0.064 0.344 -1.086 -0.098 0.596
factor(worker_id)16:factor(category_id)10 100 0 -0.001 0.380 -0.728 0.000 1.194
factor(worker_id)17:factor(category_id)10 100 0 -0.038 0.361 -1.256 -0.044 0.734
factor(worker_id)18:factor(category_id)10 100 0 -0.009 0.408 -1.060 0.009 1.129
factor(worker_id)19:factor(category_id)10 100 0 -0.004 0.344 -0.931 -0.019 0.736
factor(worker_id)20:factor(category_id)10 100 0 -0.005 0.351 -0.902 -0.016 0.867

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 0.55
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(category_id)2 0
factor(category_id)3 1
factor(category_id)4 0.98
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 0.16
factor(worker_id)3:factor(category_id)2 0.99
factor(worker_id)4:factor(category_id)2 1
factor(worker_id)5:factor(category_id)2 0.27
factor(worker_id)6:factor(category_id)2 1
factor(worker_id)7:factor(category_id)2 0.17
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 1
factor(worker_id)11:factor(category_id)2 0.91
factor(worker_id)12:factor(category_id)2 1
factor(worker_id)13:factor(category_id)2 0.5
factor(worker_id)14:factor(category_id)2 0.01
factor(worker_id)15:factor(category_id)2 0.59
factor(worker_id)16:factor(category_id)2 0.94
factor(worker_id)17:factor(category_id)2 0.39
factor(worker_id)18:factor(category_id)2 0.33
factor(worker_id)19:factor(category_id)2 1
factor(worker_id)20:factor(category_id)2 1
factor(worker_id)2:factor(category_id)3 0.95
factor(worker_id)3:factor(category_id)3 1
factor(worker_id)4:factor(category_id)3 0.99
factor(worker_id)5:factor(category_id)3 0.04
factor(worker_id)6:factor(category_id)3 1
factor(worker_id)7:factor(category_id)3 0.01
factor(worker_id)8:factor(category_id)3 0
factor(worker_id)9:factor(category_id)3 0
factor(worker_id)10:factor(category_id)3 1
factor(worker_id)11:factor(category_id)3 0.01
factor(worker_id)12:factor(category_id)3 0.98
factor(worker_id)13:factor(category_id)3 0.02
factor(worker_id)14:factor(category_id)3 0.8
factor(worker_id)15:factor(category_id)3 0
factor(worker_id)16:factor(category_id)3 0
factor(worker_id)17:factor(category_id)3 0
factor(worker_id)18:factor(category_id)3 0.85
factor(worker_id)19:factor(category_id)3 1
factor(worker_id)20:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)3:factor(category_id)4 0.88
factor(worker_id)4:factor(category_id)4 1
factor(worker_id)5:factor(category_id)4 1
factor(worker_id)6:factor(category_id)4 1
factor(worker_id)7:factor(category_id)4 0
factor(worker_id)8:factor(category_id)4 0.01
factor(worker_id)9:factor(category_id)4 0.16
factor(worker_id)10:factor(category_id)4 1
factor(worker_id)11:factor(category_id)4 0.95
factor(worker_id)12:factor(category_id)4 1
factor(worker_id)13:factor(category_id)4 1
factor(worker_id)14:factor(category_id)4 0.06
factor(worker_id)15:factor(category_id)4 0.81
factor(worker_id)16:factor(category_id)4 0.97
factor(worker_id)17:factor(category_id)4 0.97
factor(worker_id)18:factor(category_id)4 1
factor(worker_id)19:factor(category_id)4 1
factor(worker_id)20:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 0.91
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 1
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)6:factor(category_id)5 1
factor(worker_id)7:factor(category_id)5 0.53
factor(worker_id)8:factor(category_id)5 0.01
factor(worker_id)9:factor(category_id)5 0.99
factor(worker_id)10:factor(category_id)5 0.31
factor(worker_id)11:factor(category_id)5 0.02
factor(worker_id)12:factor(category_id)5 1
factor(worker_id)13:factor(category_id)5 1
factor(worker_id)14:factor(category_id)5 0
factor(worker_id)15:factor(category_id)5 1
factor(worker_id)16:factor(category_id)5 0.94
factor(worker_id)17:factor(category_id)5 0.75
factor(worker_id)18:factor(category_id)5 0.39
factor(worker_id)19:factor(category_id)5 0.97
factor(worker_id)20:factor(category_id)5 0.99
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 0
factor(worker_id)5:factor(category_id)6 0
factor(worker_id)6:factor(category_id)6 0
factor(worker_id)7:factor(category_id)6 0
factor(worker_id)8:factor(category_id)6 0
factor(worker_id)9:factor(category_id)6 0.08
factor(worker_id)10:factor(category_id)6 0.94
factor(worker_id)11:factor(category_id)6 0
factor(worker_id)12:factor(category_id)6 0.25
factor(worker_id)13:factor(category_id)6 0.94
factor(worker_id)14:factor(category_id)6 0
factor(worker_id)15:factor(category_id)6 0.21
factor(worker_id)16:factor(category_id)6 0.3
factor(worker_id)17:factor(category_id)6 0
factor(worker_id)18:factor(category_id)6 0
factor(worker_id)19:factor(category_id)6 0.78
factor(worker_id)20:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)3:factor(category_id)7 0
factor(worker_id)4:factor(category_id)7 1
factor(worker_id)5:factor(category_id)7 0.17
factor(worker_id)6:factor(category_id)7 1
factor(worker_id)7:factor(category_id)7 0.17
factor(worker_id)8:factor(category_id)7 0
factor(worker_id)9:factor(category_id)7 0.03
factor(worker_id)10:factor(category_id)7 0.95
factor(worker_id)11:factor(category_id)7 0.43
factor(worker_id)12:factor(category_id)7 0.55
factor(worker_id)13:factor(category_id)7 1
factor(worker_id)14:factor(category_id)7 0
factor(worker_id)15:factor(category_id)7 0.69
factor(worker_id)16:factor(category_id)7 0
factor(worker_id)17:factor(category_id)7 0.48
factor(worker_id)18:factor(category_id)7 0.82
factor(worker_id)19:factor(category_id)7 0.24
factor(worker_id)20:factor(category_id)7 0.98
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 1
factor(worker_id)5:factor(category_id)8 0
factor(worker_id)6:factor(category_id)8 0.06
factor(worker_id)7:factor(category_id)8 0.03
factor(worker_id)8:factor(category_id)8 0
factor(worker_id)9:factor(category_id)8 0
factor(worker_id)10:factor(category_id)8 0.34
factor(worker_id)11:factor(category_id)8 0.67
factor(worker_id)12:factor(category_id)8 0.8
factor(worker_id)13:factor(category_id)8 0.51
factor(worker_id)14:factor(category_id)8 0.04
factor(worker_id)15:factor(category_id)8 0
factor(worker_id)16:factor(category_id)8 0.05
factor(worker_id)17:factor(category_id)8 0
factor(worker_id)18:factor(category_id)8 0
factor(worker_id)19:factor(category_id)8 1
factor(worker_id)20:factor(category_id)8 0.29
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)3:factor(category_id)9 0.99
factor(worker_id)4:factor(category_id)9 1
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)6:factor(category_id)9 0.58
factor(worker_id)7:factor(category_id)9 0.99
factor(worker_id)8:factor(category_id)9 0
factor(worker_id)9:factor(category_id)9 0.13
factor(worker_id)10:factor(category_id)9 1
factor(worker_id)11:factor(category_id)9 0
factor(worker_id)12:factor(category_id)9 0
factor(worker_id)13:factor(category_id)9 0
factor(worker_id)14:factor(category_id)9 0.01
factor(worker_id)15:factor(category_id)9 1
factor(worker_id)16:factor(category_id)9 0
factor(worker_id)17:factor(category_id)9 0
factor(worker_id)18:factor(category_id)9 0
factor(worker_id)19:factor(category_id)9 0.93
factor(worker_id)20:factor(category_id)9 0.45
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)3:factor(category_id)10 0.25
factor(worker_id)4:factor(category_id)10 1
factor(worker_id)5:factor(category_id)10 0
factor(worker_id)6:factor(category_id)10 1
factor(worker_id)7:factor(category_id)10 0
factor(worker_id)8:factor(category_id)10 0
factor(worker_id)9:factor(category_id)10 0.01
factor(worker_id)10:factor(category_id)10 1
factor(worker_id)11:factor(category_id)10 0.98
factor(worker_id)12:factor(category_id)10 1
factor(worker_id)13:factor(category_id)10 1
factor(worker_id)14:factor(category_id)10 0
factor(worker_id)15:factor(category_id)10 1
factor(worker_id)16:factor(category_id)10 0.85
factor(worker_id)17:factor(category_id)10 1
factor(worker_id)18:factor(category_id)10 0.04
factor(worker_id)19:factor(category_id)10 0
factor(worker_id)20:factor(category_id)10 1

Significant match effect number = 70 out of 171

num_process = 40, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.004 0.148 -0.316 0.006 0.383
factor(worker_id)2 100 0 -0.031 0.202 -0.597 -0.035 0.515
factor(worker_id)3 100 0 -0.020 0.223 -0.780 -0.031 0.639
factor(worker_id)4 100 0 -0.008 0.207 -0.538 0.007 0.519
factor(worker_id)5 100 0 -0.035 0.239 -0.844 -0.069 0.572
factor(worker_id)6 100 0 -0.016 0.220 -0.559 -0.007 0.494
factor(worker_id)7 100 0 0.025 0.216 -0.507 0.013 0.519
factor(worker_id)8 100 0 0.014 0.207 -0.545 0.002 0.601
factor(worker_id)9 100 0 0.009 0.205 -0.537 0.021 0.506
factor(worker_id)10 100 0 0.005 0.205 -0.649 0.006 0.437
factor(worker_id)11 100 0 -0.004 0.217 -0.512 -0.023 0.594
factor(worker_id)12 100 0 -0.026 0.234 -0.504 -0.006 0.578
factor(worker_id)13 100 0 -0.018 0.198 -0.551 0.014 0.344
factor(worker_id)14 100 0 -0.010 0.228 -0.597 -0.017 0.606
factor(worker_id)15 100 0 0.017 0.222 -0.700 0.010 0.461
factor(worker_id)16 100 0 0.022 0.200 -0.532 0.007 0.524
factor(worker_id)17 100 0 -0.007 0.208 -0.593 -0.008 0.517
factor(worker_id)18 100 0 -0.013 0.199 -0.538 -0.014 0.644
factor(worker_id)19 100 0 -0.022 0.212 -0.676 -0.011 0.623
factor(worker_id)20 100 0 0.011 0.198 -0.411 0.014 0.583
factor(category_id)2 100 0 -0.007 0.242 -0.635 0.007 0.505
factor(category_id)3 100 0 -0.003 0.232 -0.503 -0.033 0.666
factor(category_id)4 100 0 0.001 0.203 -0.555 0.027 0.410
factor(category_id)5 100 0 -0.005 0.227 -0.653 -0.013 0.436
factor(category_id)6 100 0 -0.009 0.202 -0.450 -0.032 0.505
factor(category_id)7 100 0 0.006 0.218 -0.571 -0.009 0.514
factor(category_id)8 100 0 -0.010 0.227 -0.670 0.007 0.508
factor(category_id)9 100 0 -0.019 0.197 -0.559 -0.016 0.485
factor(category_id)10 100 0 -0.015 0.222 -0.503 -0.012 0.547
factor(worker_id)2:factor(category_id)2 100 0 0.029 0.324 -0.806 0.014 0.854
factor(worker_id)3:factor(category_id)2 100 0 0.023 0.337 -0.882 -0.010 1.012
factor(worker_id)4:factor(category_id)2 100 0 0.017 0.331 -0.783 -0.005 0.786
factor(worker_id)5:factor(category_id)2 100 0 0.036 0.357 -0.846 0.067 1.035
factor(worker_id)6:factor(category_id)2 100 0 0.032 0.346 -0.779 -0.003 0.876
factor(worker_id)7:factor(category_id)2 100 0 0.004 0.364 -0.653 -0.036 0.991
factor(worker_id)8:factor(category_id)2 100 0 -0.028 0.340 -0.703 -0.073 1.015
factor(worker_id)9:factor(category_id)2 100 0 -0.004 0.313 -0.702 -0.019 0.750
factor(worker_id)10:factor(category_id)2 100 0 0.008 0.337 -0.807 -0.019 0.687
factor(worker_id)11:factor(category_id)2 100 0 -0.002 0.336 -0.639 -0.031 1.128
factor(worker_id)12:factor(category_id)2 100 0 0.025 0.337 -0.754 0.043 0.930
factor(worker_id)13:factor(category_id)2 100 0 0.001 0.292 -0.705 -0.005 1.027
factor(worker_id)14:factor(category_id)2 100 0 0.022 0.327 -0.576 -0.003 1.170
factor(worker_id)15:factor(category_id)2 100 0 0.005 0.351 -0.811 -0.005 0.830
factor(worker_id)16:factor(category_id)2 100 0 -0.020 0.311 -0.608 -0.049 0.743
factor(worker_id)17:factor(category_id)2 100 0 0.005 0.311 -0.636 0.001 0.868
factor(worker_id)18:factor(category_id)2 100 0 0.016 0.290 -1.098 0.037 0.728
factor(worker_id)19:factor(category_id)2 100 0 0.010 0.308 -0.694 -0.007 0.938
factor(worker_id)20:factor(category_id)2 100 0 -0.004 0.314 -0.673 -0.015 0.963
factor(worker_id)2:factor(category_id)3 100 0 0.003 0.312 -0.826 -0.004 0.801
factor(worker_id)3:factor(category_id)3 100 0 0.002 0.346 -0.883 0.002 0.856
factor(worker_id)4:factor(category_id)3 100 0 0.007 0.333 -0.652 -0.017 0.782
factor(worker_id)5:factor(category_id)3 100 0 0.027 0.349 -0.922 0.052 0.767
factor(worker_id)6:factor(category_id)3 100 0 0.036 0.326 -0.703 0.046 0.739
factor(worker_id)7:factor(category_id)3 100 0 -0.003 0.332 -0.777 -0.015 0.934
factor(worker_id)8:factor(category_id)3 100 0 0.017 0.330 -0.933 -0.003 0.861
factor(worker_id)9:factor(category_id)3 100 0 -0.003 0.310 -0.866 -0.027 0.750
factor(worker_id)10:factor(category_id)3 100 0 0.005 0.303 -0.798 0.006 0.804
factor(worker_id)11:factor(category_id)3 100 0 0.023 0.326 -1.158 -0.006 0.788
factor(worker_id)12:factor(category_id)3 100 0 0.043 0.305 -0.767 0.043 0.765
factor(worker_id)13:factor(category_id)3 100 0 -0.007 0.320 -0.720 0.017 0.707
factor(worker_id)14:factor(category_id)3 100 0 0.014 0.344 -0.751 -0.003 0.993
factor(worker_id)15:factor(category_id)3 100 0 -0.063 0.334 -0.982 -0.063 0.659
factor(worker_id)16:factor(category_id)3 100 0 -0.042 0.332 -1.004 -0.027 0.650
factor(worker_id)17:factor(category_id)3 100 0 0.006 0.328 -0.750 0.030 0.736
factor(worker_id)18:factor(category_id)3 100 0 0.017 0.333 -0.923 0.037 0.651
factor(worker_id)19:factor(category_id)3 100 0 0.011 0.301 -0.765 0.008 0.668
factor(worker_id)20:factor(category_id)3 100 0 -0.041 0.312 -0.908 -0.005 0.630
factor(worker_id)2:factor(category_id)4 100 0 0.031 0.305 -0.593 0.053 0.755
factor(worker_id)3:factor(category_id)4 100 0 0.030 0.314 -0.851 0.031 0.807
factor(worker_id)4:factor(category_id)4 100 0 0.015 0.322 -0.772 -0.010 0.691
factor(worker_id)5:factor(category_id)4 100 0 0.004 0.282 -0.740 -0.012 1.097
factor(worker_id)6:factor(category_id)4 100 0 0.020 0.290 -0.664 0.011 0.697
factor(worker_id)7:factor(category_id)4 100 0 -0.029 0.304 -0.894 -0.040 0.764
factor(worker_id)8:factor(category_id)4 100 0 -0.014 0.295 -0.658 -0.038 0.791
factor(worker_id)9:factor(category_id)4 100 0 -0.004 0.294 -0.542 -0.043 0.623
factor(worker_id)10:factor(category_id)4 100 0 -0.001 0.305 -0.563 -0.018 0.831
factor(worker_id)11:factor(category_id)4 100 0 0.004 0.316 -0.652 -0.006 0.807
factor(worker_id)12:factor(category_id)4 100 0 0.000 0.320 -0.738 -0.036 0.871
factor(worker_id)13:factor(category_id)4 100 0 0.036 0.313 -0.715 0.015 0.767
factor(worker_id)14:factor(category_id)4 100 0 0.019 0.314 -0.651 -0.003 0.865
factor(worker_id)15:factor(category_id)4 100 0 -0.002 0.315 -0.873 -0.002 1.059
factor(worker_id)16:factor(category_id)4 100 0 -0.021 0.300 -0.755 -0.029 0.957
factor(worker_id)17:factor(category_id)4 100 0 0.016 0.270 -0.495 0.027 0.941
factor(worker_id)18:factor(category_id)4 100 0 0.003 0.286 -0.735 0.027 0.767
factor(worker_id)19:factor(category_id)4 100 0 0.033 0.319 -0.624 0.036 0.935
factor(worker_id)20:factor(category_id)4 100 0 0.009 0.313 -0.736 0.003 0.835
factor(worker_id)2:factor(category_id)5 100 0 0.027 0.266 -0.515 0.015 0.649
factor(worker_id)3:factor(category_id)5 100 0 -0.013 0.321 -0.698 -0.006 0.855
factor(worker_id)4:factor(category_id)5 100 0 0.028 0.292 -0.614 0.040 0.778
factor(worker_id)5:factor(category_id)5 100 0 0.032 0.335 -0.751 0.054 1.089
factor(worker_id)6:factor(category_id)5 100 0 0.005 0.338 -0.753 -0.046 0.809
factor(worker_id)7:factor(category_id)5 100 0 -0.037 0.337 -0.963 -0.042 0.804
factor(worker_id)8:factor(category_id)5 100 0 0.007 0.314 -0.678 0.016 0.858
factor(worker_id)9:factor(category_id)5 100 0 -0.016 0.293 -0.704 -0.006 0.742
factor(worker_id)10:factor(category_id)5 100 0 -0.021 0.321 -0.686 -0.032 0.889
factor(worker_id)11:factor(category_id)5 100 0 -0.014 0.327 -0.882 -0.042 0.812
factor(worker_id)12:factor(category_id)5 100 0 0.032 0.308 -0.664 -0.022 0.835
factor(worker_id)13:factor(category_id)5 100 0 0.014 0.327 -0.660 -0.011 1.024
factor(worker_id)14:factor(category_id)5 100 0 0.020 0.329 -0.762 0.026 0.946
factor(worker_id)15:factor(category_id)5 100 0 -0.028 0.296 -0.677 -0.014 0.801
factor(worker_id)16:factor(category_id)5 100 0 -0.038 0.314 -1.044 -0.045 0.646
factor(worker_id)17:factor(category_id)5 100 0 0.019 0.327 -0.705 0.037 0.749
factor(worker_id)18:factor(category_id)5 100 0 0.016 0.310 -0.547 0.036 0.945
factor(worker_id)19:factor(category_id)5 100 0 0.031 0.308 -0.662 0.017 0.892
factor(worker_id)20:factor(category_id)5 100 0 0.002 0.314 -0.808 -0.001 0.903
factor(worker_id)2:factor(category_id)6 100 0 0.056 0.298 -0.580 0.040 0.759
factor(worker_id)3:factor(category_id)6 100 0 0.035 0.293 -0.566 0.047 0.789
factor(worker_id)4:factor(category_id)6 100 0 0.006 0.296 -0.816 0.057 0.513
factor(worker_id)5:factor(category_id)6 100 0 0.052 0.331 -0.864 0.078 0.713
factor(worker_id)6:factor(category_id)6 100 0 0.021 0.325 -1.036 0.061 0.830
factor(worker_id)7:factor(category_id)6 100 0 -0.007 0.282 -0.657 0.000 0.518
factor(worker_id)8:factor(category_id)6 100 0 0.007 0.268 -0.624 0.001 0.612
factor(worker_id)9:factor(category_id)6 100 0 -0.011 0.270 -0.639 -0.020 0.722
factor(worker_id)10:factor(category_id)6 100 0 -0.008 0.286 -0.758 -0.010 0.660
factor(worker_id)11:factor(category_id)6 100 0 -0.021 0.293 -0.618 -0.030 0.528
factor(worker_id)12:factor(category_id)6 100 0 0.073 0.323 -0.612 0.093 0.852
factor(worker_id)13:factor(category_id)6 100 0 0.039 0.291 -0.570 0.007 0.688
factor(worker_id)14:factor(category_id)6 100 0 0.020 0.335 -0.847 -0.001 0.876
factor(worker_id)15:factor(category_id)6 100 0 -0.013 0.292 -0.689 -0.021 0.820
factor(worker_id)16:factor(category_id)6 100 0 -0.041 0.273 -1.032 -0.024 0.611
factor(worker_id)17:factor(category_id)6 100 0 -0.008 0.298 -0.718 -0.028 0.693
factor(worker_id)18:factor(category_id)6 100 0 0.000 0.320 -0.968 -0.022 0.765
factor(worker_id)19:factor(category_id)6 100 0 0.023 0.308 -0.674 0.016 0.720
factor(worker_id)20:factor(category_id)6 100 0 -0.022 0.296 -0.602 -0.026 0.845
factor(worker_id)2:factor(category_id)7 100 0 0.042 0.295 -0.671 0.095 0.810
factor(worker_id)3:factor(category_id)7 100 0 -0.031 0.342 -1.068 -0.018 0.616
factor(worker_id)4:factor(category_id)7 100 0 -0.012 0.296 -0.879 -0.001 0.690
factor(worker_id)5:factor(category_id)7 100 0 0.043 0.333 -0.814 0.023 0.950
factor(worker_id)6:factor(category_id)7 100 0 0.019 0.324 -0.848 0.032 0.750
factor(worker_id)7:factor(category_id)7 100 0 -0.042 0.307 -0.752 -0.054 0.720
factor(worker_id)8:factor(category_id)7 100 0 -0.031 0.304 -0.874 -0.035 0.831
factor(worker_id)9:factor(category_id)7 100 0 -0.009 0.292 -0.632 -0.032 0.698
factor(worker_id)10:factor(category_id)7 100 0 -0.031 0.297 -0.633 -0.052 0.767
factor(worker_id)11:factor(category_id)7 100 0 0.021 0.302 -0.696 0.061 0.604
factor(worker_id)12:factor(category_id)7 100 0 0.012 0.332 -1.000 0.040 0.653
factor(worker_id)13:factor(category_id)7 100 0 0.018 0.304 -0.648 -0.006 0.735
factor(worker_id)14:factor(category_id)7 100 0 -0.033 0.318 -0.854 -0.039 0.753
factor(worker_id)15:factor(category_id)7 100 0 -0.017 0.302 -0.715 -0.026 0.861
factor(worker_id)16:factor(category_id)7 100 0 -0.052 0.294 -1.002 -0.024 0.679
factor(worker_id)17:factor(category_id)7 100 0 -0.012 0.317 -0.842 -0.032 0.614
factor(worker_id)18:factor(category_id)7 100 0 -0.002 0.316 -0.761 0.010 0.769
factor(worker_id)19:factor(category_id)7 100 0 0.032 0.284 -0.713 0.050 0.808
factor(worker_id)20:factor(category_id)7 100 0 -0.029 0.260 -0.599 -0.033 0.759
factor(worker_id)2:factor(category_id)8 100 0 0.026 0.312 -0.847 0.056 0.661
factor(worker_id)3:factor(category_id)8 100 0 0.004 0.319 -0.715 -0.024 0.731
factor(worker_id)4:factor(category_id)8 100 0 0.016 0.317 -0.820 0.040 0.905
factor(worker_id)5:factor(category_id)8 100 0 0.083 0.353 -1.005 0.086 1.059
factor(worker_id)6:factor(category_id)8 100 0 0.031 0.326 -0.707 -0.030 0.976
factor(worker_id)7:factor(category_id)8 100 0 -0.041 0.313 -0.844 -0.062 0.912
factor(worker_id)8:factor(category_id)8 100 0 0.010 0.334 -0.976 0.056 0.956
factor(worker_id)9:factor(category_id)8 100 0 0.003 0.334 -0.743 0.001 0.800
factor(worker_id)10:factor(category_id)8 100 0 0.022 0.308 -0.699 0.029 0.831
factor(worker_id)11:factor(category_id)8 100 0 -0.011 0.323 -0.796 0.018 0.650
factor(worker_id)12:factor(category_id)8 100 0 0.054 0.337 -0.565 0.033 0.855
factor(worker_id)13:factor(category_id)8 100 0 0.028 0.323 -0.648 -0.014 0.933
factor(worker_id)14:factor(category_id)8 100 0 -0.024 0.309 -0.823 -0.075 0.662
factor(worker_id)15:factor(category_id)8 100 0 -0.022 0.309 -0.634 -0.020 0.762
factor(worker_id)16:factor(category_id)8 100 0 -0.023 0.305 -0.838 -0.025 0.836
factor(worker_id)17:factor(category_id)8 100 0 -0.002 0.294 -0.721 -0.024 0.784
factor(worker_id)18:factor(category_id)8 100 0 0.005 0.284 -0.675 -0.011 0.869
factor(worker_id)19:factor(category_id)8 100 0 0.021 0.306 -0.615 -0.027 0.937
factor(worker_id)20:factor(category_id)8 100 0 -0.035 0.295 -0.747 -0.042 0.697
factor(worker_id)2:factor(category_id)9 100 0 0.053 0.265 -0.548 0.055 0.682
factor(worker_id)3:factor(category_id)9 100 0 0.036 0.321 -0.730 0.052 0.891
factor(worker_id)4:factor(category_id)9 100 0 0.029 0.268 -0.562 0.039 0.779
factor(worker_id)5:factor(category_id)9 100 0 0.054 0.330 -0.912 0.054 0.825
factor(worker_id)6:factor(category_id)9 100 0 0.046 0.321 -0.654 0.015 1.109
factor(worker_id)7:factor(category_id)9 100 0 -0.016 0.301 -0.809 -0.014 0.778
factor(worker_id)8:factor(category_id)9 100 0 -0.006 0.305 -0.889 0.009 0.786
factor(worker_id)9:factor(category_id)9 100 0 0.020 0.299 -0.757 0.039 0.716
factor(worker_id)10:factor(category_id)9 100 0 -0.003 0.274 -0.721 -0.053 0.637
factor(worker_id)11:factor(category_id)9 100 0 0.020 0.299 -0.836 0.037 0.915
factor(worker_id)12:factor(category_id)9 100 0 0.013 0.301 -0.691 -0.002 0.696
factor(worker_id)13:factor(category_id)9 100 0 0.040 0.270 -0.824 0.021 0.674
factor(worker_id)14:factor(category_id)9 100 0 0.000 0.267 -0.786 0.024 0.624
factor(worker_id)15:factor(category_id)9 100 0 -0.025 0.281 -0.714 -0.050 0.718
factor(worker_id)16:factor(category_id)9 100 0 -0.001 0.300 -0.726 0.019 0.858
factor(worker_id)17:factor(category_id)9 100 0 0.057 0.284 -0.669 0.071 1.014
factor(worker_id)18:factor(category_id)9 100 0 0.032 0.289 -0.668 0.035 0.632
factor(worker_id)19:factor(category_id)9 100 0 0.039 0.286 -0.733 0.008 0.850
factor(worker_id)20:factor(category_id)9 100 0 -0.008 0.299 -0.613 -0.023 0.818
factor(worker_id)2:factor(category_id)10 100 0 0.035 0.288 -0.927 0.043 0.862
factor(worker_id)3:factor(category_id)10 100 0 0.041 0.279 -0.657 0.078 0.927
factor(worker_id)4:factor(category_id)10 100 0 0.023 0.301 -0.761 0.023 0.808
factor(worker_id)5:factor(category_id)10 100 0 0.050 0.341 -0.793 0.076 1.114
factor(worker_id)6:factor(category_id)10 100 0 0.007 0.291 -0.678 0.006 0.619
factor(worker_id)7:factor(category_id)10 100 0 -0.015 0.333 -0.843 -0.003 0.680
factor(worker_id)8:factor(category_id)10 100 0 0.002 0.292 -0.817 0.023 0.665
factor(worker_id)9:factor(category_id)10 100 0 -0.001 0.271 -0.597 -0.005 0.704
factor(worker_id)10:factor(category_id)10 100 0 -0.012 0.308 -0.701 -0.004 0.742
factor(worker_id)11:factor(category_id)10 100 0 0.017 0.288 -0.952 0.051 0.512
factor(worker_id)12:factor(category_id)10 100 0 0.016 0.302 -0.796 -0.006 0.809
factor(worker_id)13:factor(category_id)10 100 0 0.033 0.298 -0.704 0.059 0.832
factor(worker_id)14:factor(category_id)10 100 0 0.045 0.319 -0.700 0.029 0.768
factor(worker_id)15:factor(category_id)10 100 0 -0.013 0.303 -0.857 -0.027 0.783
factor(worker_id)16:factor(category_id)10 100 0 -0.010 0.313 -1.033 0.037 0.672
factor(worker_id)17:factor(category_id)10 100 0 0.025 0.317 -0.821 0.018 0.790
factor(worker_id)18:factor(category_id)10 100 0 0.024 0.289 -0.737 -0.001 0.706
factor(worker_id)19:factor(category_id)10 100 0 -0.003 0.308 -0.799 -0.005 0.749
factor(worker_id)20:factor(category_id)10 100 0 0.001 0.301 -0.809 -0.041 0.582

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.08
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(category_id)2 0.88
factor(category_id)3 1
factor(category_id)4 0.46
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 0.95
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0.74
factor(worker_id)6:factor(category_id)2 1
factor(worker_id)7:factor(category_id)2 0.22
factor(worker_id)8:factor(category_id)2 0.01
factor(worker_id)9:factor(category_id)2 1
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 0.06
factor(worker_id)13:factor(category_id)2 1
factor(worker_id)14:factor(category_id)2 1
factor(worker_id)15:factor(category_id)2 0
factor(worker_id)16:factor(category_id)2 1
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0.04
factor(worker_id)19:factor(category_id)2 0.01
factor(worker_id)20:factor(category_id)2 0.98
factor(worker_id)2:factor(category_id)3 0.96
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0.18
factor(worker_id)6:factor(category_id)3 0.99
factor(worker_id)7:factor(category_id)3 0
factor(worker_id)8:factor(category_id)3 0.1
factor(worker_id)9:factor(category_id)3 0.99
factor(worker_id)10:factor(category_id)3 1
factor(worker_id)11:factor(category_id)3 0
factor(worker_id)12:factor(category_id)3 0.09
factor(worker_id)13:factor(category_id)3 1
factor(worker_id)14:factor(category_id)3 0
factor(worker_id)15:factor(category_id)3 0.07
factor(worker_id)16:factor(category_id)3 0.44
factor(worker_id)17:factor(category_id)3 0
factor(worker_id)18:factor(category_id)3 0.92
factor(worker_id)19:factor(category_id)3 0
factor(worker_id)20:factor(category_id)3 0.98
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)3:factor(category_id)4 0.51
factor(worker_id)4:factor(category_id)4 1
factor(worker_id)5:factor(category_id)4 1
factor(worker_id)6:factor(category_id)4 1
factor(worker_id)7:factor(category_id)4 1
factor(worker_id)8:factor(category_id)4 1
factor(worker_id)9:factor(category_id)4 1
factor(worker_id)10:factor(category_id)4 1
factor(worker_id)11:factor(category_id)4 1
factor(worker_id)12:factor(category_id)4 1
factor(worker_id)13:factor(category_id)4 1
factor(worker_id)14:factor(category_id)4 1
factor(worker_id)15:factor(category_id)4 0.23
factor(worker_id)16:factor(category_id)4 1
factor(worker_id)17:factor(category_id)4 0.82
factor(worker_id)18:factor(category_id)4 1
factor(worker_id)19:factor(category_id)4 1
factor(worker_id)20:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)6:factor(category_id)5 0.68
factor(worker_id)7:factor(category_id)5 0.31
factor(worker_id)8:factor(category_id)5 1
factor(worker_id)9:factor(category_id)5 0.95
factor(worker_id)10:factor(category_id)5 0.96
factor(worker_id)11:factor(category_id)5 0
factor(worker_id)12:factor(category_id)5 0.36
factor(worker_id)13:factor(category_id)5 0.22
factor(worker_id)14:factor(category_id)5 0.1
factor(worker_id)15:factor(category_id)5 0
factor(worker_id)16:factor(category_id)5 0.51
factor(worker_id)17:factor(category_id)5 0
factor(worker_id)18:factor(category_id)5 1
factor(worker_id)19:factor(category_id)5 0
factor(worker_id)20:factor(category_id)5 1
factor(worker_id)2:factor(category_id)6 0.07
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 0
factor(worker_id)5:factor(category_id)6 0.01
factor(worker_id)6:factor(category_id)6 0.99
factor(worker_id)7:factor(category_id)6 1
factor(worker_id)8:factor(category_id)6 0
factor(worker_id)9:factor(category_id)6 0.84
factor(worker_id)10:factor(category_id)6 0.97
factor(worker_id)11:factor(category_id)6 0
factor(worker_id)12:factor(category_id)6 0.8
factor(worker_id)13:factor(category_id)6 1
factor(worker_id)14:factor(category_id)6 1
factor(worker_id)15:factor(category_id)6 0
factor(worker_id)16:factor(category_id)6 0
factor(worker_id)17:factor(category_id)6 0
factor(worker_id)18:factor(category_id)6 0.33
factor(worker_id)19:factor(category_id)6 1
factor(worker_id)20:factor(category_id)6 1
factor(worker_id)2:factor(category_id)7 1
factor(worker_id)3:factor(category_id)7 0.62
factor(worker_id)4:factor(category_id)7 1
factor(worker_id)5:factor(category_id)7 0.83
factor(worker_id)6:factor(category_id)7 1
factor(worker_id)7:factor(category_id)7 1
factor(worker_id)8:factor(category_id)7 1
factor(worker_id)9:factor(category_id)7 1
factor(worker_id)10:factor(category_id)7 0.86
factor(worker_id)11:factor(category_id)7 1
factor(worker_id)12:factor(category_id)7 1
factor(worker_id)13:factor(category_id)7 1
factor(worker_id)14:factor(category_id)7 1
factor(worker_id)15:factor(category_id)7 0
factor(worker_id)16:factor(category_id)7 1
factor(worker_id)17:factor(category_id)7 0
factor(worker_id)18:factor(category_id)7 1
factor(worker_id)19:factor(category_id)7 1
factor(worker_id)20:factor(category_id)7 1
factor(worker_id)2:factor(category_id)8 1
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 0.01
factor(worker_id)5:factor(category_id)8 0.01
factor(worker_id)6:factor(category_id)8 1
factor(worker_id)7:factor(category_id)8 0.97
factor(worker_id)8:factor(category_id)8 0.54
factor(worker_id)9:factor(category_id)8 1
factor(worker_id)10:factor(category_id)8 1
factor(worker_id)11:factor(category_id)8 0.76
factor(worker_id)12:factor(category_id)8 0.45
factor(worker_id)13:factor(category_id)8 1
factor(worker_id)14:factor(category_id)8 1
factor(worker_id)15:factor(category_id)8 0
factor(worker_id)16:factor(category_id)8 0.38
factor(worker_id)17:factor(category_id)8 0
factor(worker_id)18:factor(category_id)8 1
factor(worker_id)19:factor(category_id)8 1
factor(worker_id)20:factor(category_id)8 1
factor(worker_id)2:factor(category_id)9 1
factor(worker_id)3:factor(category_id)9 0
factor(worker_id)4:factor(category_id)9 0.69
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)6:factor(category_id)9 1
factor(worker_id)7:factor(category_id)9 1
factor(worker_id)8:factor(category_id)9 1
factor(worker_id)9:factor(category_id)9 1
factor(worker_id)10:factor(category_id)9 0.99
factor(worker_id)11:factor(category_id)9 0
factor(worker_id)12:factor(category_id)9 1
factor(worker_id)13:factor(category_id)9 1
factor(worker_id)14:factor(category_id)9 0.99
factor(worker_id)15:factor(category_id)9 0.57
factor(worker_id)16:factor(category_id)9 1
factor(worker_id)17:factor(category_id)9 0.08
factor(worker_id)18:factor(category_id)9 1
factor(worker_id)19:factor(category_id)9 1
factor(worker_id)20:factor(category_id)9 1
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)3:factor(category_id)10 0
factor(worker_id)4:factor(category_id)10 0
factor(worker_id)5:factor(category_id)10 0.01
factor(worker_id)6:factor(category_id)10 0
factor(worker_id)7:factor(category_id)10 0.56
factor(worker_id)8:factor(category_id)10 0.99
factor(worker_id)9:factor(category_id)10 0
factor(worker_id)10:factor(category_id)10 0
factor(worker_id)11:factor(category_id)10 0
factor(worker_id)12:factor(category_id)10 0
factor(worker_id)13:factor(category_id)10 0.18
factor(worker_id)14:factor(category_id)10 0
factor(worker_id)15:factor(category_id)10 0
factor(worker_id)16:factor(category_id)10 0
factor(worker_id)17:factor(category_id)10 0
factor(worker_id)18:factor(category_id)10 1
factor(worker_id)19:factor(category_id)10 0.01
factor(worker_id)20:factor(category_id)10 0.44

Significant match effect number = 85 out of 171

num_process = 50, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.008 0.150 -0.472 -0.013 0.292
factor(worker_id)2 100 0 0.028 0.202 -0.433 0.029 0.532
factor(worker_id)3 100 0 0.013 0.205 -0.488 -0.005 0.607
factor(worker_id)4 100 0 0.029 0.187 -0.465 0.038 0.494
factor(worker_id)5 100 0 0.014 0.214 -0.436 -0.033 0.641
factor(worker_id)6 100 0 0.007 0.215 -0.537 0.025 0.505
factor(worker_id)7 100 0 0.013 0.213 -0.411 0.010 0.661
factor(worker_id)8 100 0 0.015 0.231 -0.561 0.012 0.556
factor(worker_id)9 100 0 0.019 0.206 -0.505 0.022 0.781
factor(worker_id)10 100 0 0.011 0.183 -0.576 0.045 0.533
factor(worker_id)11 100 0 -0.018 0.230 -0.527 -0.015 0.520
factor(worker_id)12 100 0 -0.007 0.218 -0.495 -0.020 0.476
factor(worker_id)13 100 0 0.014 0.216 -0.384 -0.003 0.653
factor(worker_id)14 100 0 -0.007 0.216 -0.512 -0.015 0.517
factor(worker_id)15 100 0 0.027 0.214 -0.632 0.036 0.596
factor(worker_id)16 100 0 -0.004 0.191 -0.435 -0.003 0.495
factor(worker_id)17 100 0 0.031 0.197 -0.398 0.032 0.571
factor(worker_id)18 100 0 0.010 0.204 -0.429 -0.027 0.448
factor(worker_id)19 100 0 0.012 0.216 -0.505 0.019 0.625
factor(worker_id)20 100 0 0.035 0.204 -0.425 0.044 0.680
factor(category_id)2 100 0 -0.017 0.213 -0.475 -0.007 0.482
factor(category_id)3 100 0 0.027 0.210 -0.526 0.054 0.701
factor(category_id)4 100 0 0.014 0.186 -0.441 0.017 0.513
factor(category_id)5 100 0 0.008 0.215 -0.558 0.024 0.467
factor(category_id)6 100 0 0.010 0.188 -0.530 -0.010 0.537
factor(category_id)7 100 0 0.035 0.183 -0.402 0.060 0.426
factor(category_id)8 100 0 -0.011 0.241 -0.728 0.006 0.568
factor(category_id)9 100 0 0.009 0.212 -0.439 0.010 0.487
factor(category_id)10 100 0 0.016 0.210 -0.387 -0.018 0.528
factor(worker_id)2:factor(category_id)2 100 0 0.013 0.271 -0.658 0.027 0.616
factor(worker_id)3:factor(category_id)2 100 0 0.008 0.316 -0.710 -0.003 0.737
factor(worker_id)4:factor(category_id)2 100 0 -0.026 0.267 -0.664 -0.078 0.750
factor(worker_id)5:factor(category_id)2 100 0 0.021 0.315 -0.841 0.026 0.920
factor(worker_id)6:factor(category_id)2 100 0 0.007 0.286 -0.613 0.033 0.705
factor(worker_id)7:factor(category_id)2 100 0 -0.002 0.299 -0.956 -0.019 0.662
factor(worker_id)8:factor(category_id)2 100 0 -0.006 0.307 -0.904 0.040 0.547
factor(worker_id)9:factor(category_id)2 100 0 0.008 0.278 -0.884 -0.017 0.626
factor(worker_id)10:factor(category_id)2 100 0 0.028 0.283 -0.680 0.016 0.533
factor(worker_id)11:factor(category_id)2 100 0 0.055 0.314 -0.638 0.028 0.791
factor(worker_id)12:factor(category_id)2 100 0 0.038 0.273 -0.705 -0.002 0.821
factor(worker_id)13:factor(category_id)2 100 0 0.001 0.281 -0.833 -0.009 0.654
factor(worker_id)14:factor(category_id)2 100 0 0.033 0.308 -0.597 0.039 0.910
factor(worker_id)15:factor(category_id)2 100 0 -0.001 0.296 -0.624 -0.014 0.763
factor(worker_id)16:factor(category_id)2 100 0 0.015 0.327 -0.774 0.008 0.784
factor(worker_id)17:factor(category_id)2 100 0 -0.001 0.298 -0.599 0.021 0.685
factor(worker_id)18:factor(category_id)2 100 0 -0.002 0.295 -0.785 0.008 0.781
factor(worker_id)19:factor(category_id)2 100 0 0.022 0.293 -0.624 -0.009 0.709
factor(worker_id)20:factor(category_id)2 100 0 -0.011 0.290 -0.746 0.008 0.665
factor(worker_id)2:factor(category_id)3 100 0 -0.079 0.298 -0.839 -0.099 0.736
factor(worker_id)3:factor(category_id)3 100 0 -0.042 0.311 -0.742 -0.080 0.808
factor(worker_id)4:factor(category_id)3 100 0 -0.057 0.279 -0.739 -0.060 0.554
factor(worker_id)5:factor(category_id)3 100 0 -0.032 0.276 -0.562 -0.071 0.678
factor(worker_id)6:factor(category_id)3 100 0 -0.043 0.295 -0.767 -0.062 0.569
factor(worker_id)7:factor(category_id)3 100 0 -0.031 0.290 -0.798 -0.031 0.860
factor(worker_id)8:factor(category_id)3 100 0 -0.040 0.336 -0.870 -0.056 1.119
factor(worker_id)9:factor(category_id)3 100 0 -0.038 0.308 -1.144 -0.058 0.689
factor(worker_id)10:factor(category_id)3 100 0 -0.031 0.267 -0.969 -0.012 0.680
factor(worker_id)11:factor(category_id)3 100 0 -0.012 0.302 -0.719 -0.025 0.823
factor(worker_id)12:factor(category_id)3 100 0 -0.024 0.280 -0.665 0.006 0.542
factor(worker_id)13:factor(category_id)3 100 0 -0.038 0.307 -0.979 -0.066 0.556
factor(worker_id)14:factor(category_id)3 100 0 0.003 0.296 -0.740 -0.017 0.886
factor(worker_id)15:factor(category_id)3 100 0 -0.035 0.312 -0.934 -0.054 1.061
factor(worker_id)16:factor(category_id)3 100 0 -0.012 0.253 -0.754 0.009 0.506
factor(worker_id)17:factor(category_id)3 100 0 -0.057 0.283 -0.874 -0.067 0.654
factor(worker_id)18:factor(category_id)3 100 0 -0.029 0.269 -0.566 -0.033 0.692
factor(worker_id)19:factor(category_id)3 100 0 -0.024 0.322 -0.872 -0.062 0.746
factor(worker_id)20:factor(category_id)3 100 0 -0.063 0.289 -0.652 -0.101 0.683
factor(worker_id)2:factor(category_id)4 100 0 -0.015 0.289 -0.853 0.001 0.672
factor(worker_id)3:factor(category_id)4 100 0 -0.017 0.269 -0.696 0.006 0.556
factor(worker_id)4:factor(category_id)4 100 0 -0.041 0.276 -0.752 -0.025 0.594
factor(worker_id)5:factor(category_id)4 100 0 -0.014 0.268 -0.658 -0.024 0.596
factor(worker_id)6:factor(category_id)4 100 0 -0.008 0.276 -0.781 0.026 0.641
factor(worker_id)7:factor(category_id)4 100 0 -0.018 0.293 -0.861 0.035 0.479
factor(worker_id)8:factor(category_id)4 100 0 -0.019 0.310 -0.777 -0.003 0.640
factor(worker_id)9:factor(category_id)4 100 0 -0.013 0.257 -0.589 -0.032 0.507
factor(worker_id)10:factor(category_id)4 100 0 -0.020 0.248 -0.676 -0.001 0.715
factor(worker_id)11:factor(category_id)4 100 0 0.006 0.289 -0.580 -0.007 0.610
factor(worker_id)12:factor(category_id)4 100 0 0.030 0.252 -0.669 0.065 0.765
factor(worker_id)13:factor(category_id)4 100 0 -0.013 0.259 -0.692 0.001 0.521
factor(worker_id)14:factor(category_id)4 100 0 -0.002 0.291 -0.679 -0.001 0.723
factor(worker_id)15:factor(category_id)4 100 0 -0.044 0.273 -0.571 -0.079 0.728
factor(worker_id)16:factor(category_id)4 100 0 0.002 0.267 -0.659 -0.015 0.671
factor(worker_id)17:factor(category_id)4 100 0 -0.020 0.271 -0.489 -0.036 0.796
factor(worker_id)18:factor(category_id)4 100 0 -0.002 0.268 -0.575 -0.022 0.708
factor(worker_id)19:factor(category_id)4 100 0 -0.032 0.283 -0.835 -0.044 0.811
factor(worker_id)20:factor(category_id)4 100 0 -0.035 0.262 -0.633 -0.040 0.494
factor(worker_id)2:factor(category_id)5 100 0 -0.032 0.274 -0.899 -0.047 0.641
factor(worker_id)3:factor(category_id)5 100 0 -0.017 0.296 -0.790 -0.010 0.736
factor(worker_id)4:factor(category_id)5 100 0 -0.018 0.274 -0.799 0.010 0.623
factor(worker_id)5:factor(category_id)5 100 0 -0.031 0.298 -0.899 -0.014 0.856
factor(worker_id)6:factor(category_id)5 100 0 0.009 0.304 -0.773 -0.002 0.652
factor(worker_id)7:factor(category_id)5 100 0 -0.027 0.300 -0.668 -0.031 0.689
factor(worker_id)8:factor(category_id)5 100 0 -0.030 0.310 -0.614 -0.066 0.797
factor(worker_id)9:factor(category_id)5 100 0 -0.030 0.267 -0.509 -0.010 0.695
factor(worker_id)10:factor(category_id)5 100 0 -0.015 0.289 -0.707 -0.006 0.893
factor(worker_id)11:factor(category_id)5 100 0 0.013 0.274 -0.632 0.009 0.709
factor(worker_id)12:factor(category_id)5 100 0 0.013 0.277 -0.594 0.010 0.654
factor(worker_id)13:factor(category_id)5 100 0 -0.041 0.281 -0.586 -0.058 0.662
factor(worker_id)14:factor(category_id)5 100 0 0.019 0.286 -0.560 0.001 0.730
factor(worker_id)15:factor(category_id)5 100 0 -0.005 0.328 -1.158 0.003 0.972
factor(worker_id)16:factor(category_id)5 100 0 -0.002 0.319 -0.660 -0.013 0.816
factor(worker_id)17:factor(category_id)5 100 0 -0.010 0.320 -0.904 -0.012 1.001
factor(worker_id)18:factor(category_id)5 100 0 -0.010 0.278 -0.722 0.030 0.541
factor(worker_id)19:factor(category_id)5 100 0 -0.002 0.300 -0.872 -0.017 0.810
factor(worker_id)20:factor(category_id)5 100 0 -0.053 0.298 -0.952 -0.044 0.719
factor(worker_id)2:factor(category_id)6 100 0 -0.046 0.259 -0.711 -0.046 0.695
factor(worker_id)3:factor(category_id)6 100 0 -0.011 0.283 -0.698 0.052 0.512
factor(worker_id)4:factor(category_id)6 100 0 -0.014 0.266 -0.895 0.018 0.623
factor(worker_id)5:factor(category_id)6 100 0 -0.033 0.280 -0.747 -0.043 0.571
factor(worker_id)6:factor(category_id)6 100 0 -0.006 0.304 -0.749 0.005 0.759
factor(worker_id)7:factor(category_id)6 100 0 -0.007 0.286 -0.704 0.008 0.806
factor(worker_id)8:factor(category_id)6 100 0 -0.014 0.278 -0.725 -0.009 1.006
factor(worker_id)9:factor(category_id)6 100 0 -0.002 0.257 -0.788 0.015 0.701
factor(worker_id)10:factor(category_id)6 100 0 -0.014 0.256 -0.792 -0.012 0.737
factor(worker_id)11:factor(category_id)6 100 0 -0.007 0.297 -0.759 -0.009 0.721
factor(worker_id)12:factor(category_id)6 100 0 -0.011 0.268 -0.589 -0.002 0.651
factor(worker_id)13:factor(category_id)6 100 0 -0.029 0.277 -0.667 -0.026 0.809
factor(worker_id)14:factor(category_id)6 100 0 0.002 0.267 -0.740 0.021 0.489
factor(worker_id)15:factor(category_id)6 100 0 -0.036 0.250 -0.629 -0.050 0.720
factor(worker_id)16:factor(category_id)6 100 0 -0.005 0.274 -0.677 0.036 0.725
factor(worker_id)17:factor(category_id)6 100 0 -0.034 0.283 -0.706 -0.028 0.828
factor(worker_id)18:factor(category_id)6 100 0 -0.003 0.270 -0.624 -0.019 0.678
factor(worker_id)19:factor(category_id)6 100 0 -0.027 0.291 -0.977 -0.016 0.785
factor(worker_id)20:factor(category_id)6 100 0 -0.011 0.292 -0.864 -0.007 0.595
factor(worker_id)2:factor(category_id)7 100 0 -0.060 0.278 -0.831 -0.050 0.675
factor(worker_id)3:factor(category_id)7 100 0 -0.037 0.255 -0.636 -0.035 0.527
factor(worker_id)4:factor(category_id)7 100 0 -0.067 0.228 -0.650 -0.054 0.496
factor(worker_id)5:factor(category_id)7 100 0 -0.032 0.307 -0.687 -0.021 0.719
factor(worker_id)6:factor(category_id)7 100 0 -0.025 0.275 -0.577 -0.036 0.729
factor(worker_id)7:factor(category_id)7 100 0 -0.031 0.280 -0.641 -0.035 0.524
factor(worker_id)8:factor(category_id)7 100 0 -0.032 0.282 -0.581 -0.022 0.744
factor(worker_id)9:factor(category_id)7 100 0 -0.067 0.266 -0.741 -0.124 0.645
factor(worker_id)10:factor(category_id)7 100 0 -0.007 0.284 -0.639 -0.013 0.792
factor(worker_id)11:factor(category_id)7 100 0 0.004 0.294 -0.827 0.006 0.815
factor(worker_id)12:factor(category_id)7 100 0 -0.014 0.277 -0.962 -0.021 0.690
factor(worker_id)13:factor(category_id)7 100 0 -0.043 0.264 -0.697 -0.023 0.541
factor(worker_id)14:factor(category_id)7 100 0 -0.007 0.278 -0.628 0.010 0.617
factor(worker_id)15:factor(category_id)7 100 0 -0.033 0.251 -0.600 -0.033 0.749
factor(worker_id)16:factor(category_id)7 100 0 -0.036 0.280 -0.658 -0.036 0.651
factor(worker_id)17:factor(category_id)7 100 0 -0.038 0.284 -0.857 -0.029 0.778
factor(worker_id)18:factor(category_id)7 100 0 -0.033 0.273 -0.827 -0.033 0.555
factor(worker_id)19:factor(category_id)7 100 0 -0.044 0.279 -0.729 -0.075 0.733
factor(worker_id)20:factor(category_id)7 100 0 -0.049 0.288 -0.812 -0.065 0.569
factor(worker_id)2:factor(category_id)8 100 0 -0.001 0.301 -0.646 0.015 0.777
factor(worker_id)3:factor(category_id)8 100 0 -0.023 0.310 -0.761 -0.043 0.665
factor(worker_id)4:factor(category_id)8 100 0 -0.012 0.270 -0.646 -0.007 0.806
factor(worker_id)5:factor(category_id)8 100 0 -0.002 0.317 -1.011 -0.009 0.660
factor(worker_id)6:factor(category_id)8 100 0 0.003 0.319 -0.886 -0.017 0.907
factor(worker_id)7:factor(category_id)8 100 0 -0.014 0.307 -0.746 -0.009 1.140
factor(worker_id)8:factor(category_id)8 100 0 0.022 0.339 -0.653 0.012 0.972
factor(worker_id)9:factor(category_id)8 100 0 0.014 0.323 -0.816 0.028 0.902
factor(worker_id)10:factor(category_id)8 100 0 0.015 0.300 -0.860 0.013 0.835
factor(worker_id)11:factor(category_id)8 100 0 0.019 0.332 -0.707 -0.006 0.999
factor(worker_id)12:factor(category_id)8 100 0 0.033 0.301 -0.682 0.022 0.571
factor(worker_id)13:factor(category_id)8 100 0 0.015 0.336 -0.725 0.028 0.868
factor(worker_id)14:factor(category_id)8 100 0 0.032 0.314 -0.772 0.030 0.723
factor(worker_id)15:factor(category_id)8 100 0 0.003 0.334 -0.917 0.000 0.988
factor(worker_id)16:factor(category_id)8 100 0 0.016 0.285 -0.734 0.013 0.705
factor(worker_id)17:factor(category_id)8 100 0 -0.004 0.320 -0.786 -0.015 0.854
factor(worker_id)18:factor(category_id)8 100 0 0.024 0.302 -0.748 0.025 0.899
factor(worker_id)19:factor(category_id)8 100 0 -0.007 0.322 -0.712 -0.053 0.985
factor(worker_id)20:factor(category_id)8 100 0 -0.012 0.320 -0.941 -0.027 0.857
factor(worker_id)2:factor(category_id)9 100 0 -0.024 0.294 -0.788 0.011 0.588
factor(worker_id)3:factor(category_id)9 100 0 -0.013 0.301 -0.786 -0.046 0.740
factor(worker_id)4:factor(category_id)9 100 0 0.008 0.272 -0.659 0.005 0.625
factor(worker_id)5:factor(category_id)9 100 0 -0.041 0.311 -0.709 -0.016 0.561
factor(worker_id)6:factor(category_id)9 100 0 -0.001 0.315 -0.820 0.024 0.752
factor(worker_id)7:factor(category_id)9 100 0 -0.003 0.314 -0.699 -0.011 0.934
factor(worker_id)8:factor(category_id)9 100 0 -0.007 0.315 -0.689 -0.010 0.823
factor(worker_id)9:factor(category_id)9 100 0 -0.018 0.290 -0.813 -0.047 1.183
factor(worker_id)10:factor(category_id)9 100 0 -0.029 0.247 -0.551 -0.017 0.714
factor(worker_id)11:factor(category_id)9 100 0 0.001 0.326 -0.733 -0.008 0.808
factor(worker_id)12:factor(category_id)9 100 0 0.000 0.309 -0.672 0.030 0.698
factor(worker_id)13:factor(category_id)9 100 0 -0.024 0.288 -0.789 0.002 0.720
factor(worker_id)14:factor(category_id)9 100 0 -0.011 0.338 -1.052 -0.022 1.143
factor(worker_id)15:factor(category_id)9 100 0 -0.010 0.295 -0.769 0.011 0.699
factor(worker_id)16:factor(category_id)9 100 0 -0.006 0.285 -0.670 -0.023 0.587
factor(worker_id)17:factor(category_id)9 100 0 -0.035 0.271 -0.647 -0.048 0.612
factor(worker_id)18:factor(category_id)9 100 0 -0.010 0.291 -0.886 0.037 0.560
factor(worker_id)19:factor(category_id)9 100 0 -0.014 0.307 -0.639 -0.002 0.760
factor(worker_id)20:factor(category_id)9 100 0 -0.035 0.291 -0.690 -0.029 0.671
factor(worker_id)2:factor(category_id)10 100 0 -0.030 0.275 -0.915 -0.012 0.529
factor(worker_id)3:factor(category_id)10 100 0 -0.016 0.293 -0.693 -0.031 0.721
factor(worker_id)4:factor(category_id)10 100 0 -0.017 0.294 -0.938 -0.023 0.675
factor(worker_id)5:factor(category_id)10 100 0 -0.024 0.297 -0.797 0.002 0.645
factor(worker_id)6:factor(category_id)10 100 0 0.002 0.292 -0.908 0.036 0.660
factor(worker_id)7:factor(category_id)10 100 0 -0.031 0.302 -0.685 0.030 0.555
factor(worker_id)8:factor(category_id)10 100 0 -0.038 0.299 -0.865 -0.021 0.680
factor(worker_id)9:factor(category_id)10 100 0 -0.020 0.307 -0.892 -0.008 0.554
factor(worker_id)10:factor(category_id)10 100 0 -0.026 0.239 -0.680 0.001 0.505
factor(worker_id)11:factor(category_id)10 100 0 0.019 0.326 -0.606 -0.011 0.921
factor(worker_id)12:factor(category_id)10 100 0 0.010 0.281 -0.725 0.046 0.616
factor(worker_id)13:factor(category_id)10 100 0 -0.027 0.300 -0.909 0.031 0.774
factor(worker_id)14:factor(category_id)10 100 0 -0.019 0.258 -0.664 -0.030 0.560
factor(worker_id)15:factor(category_id)10 100 0 -0.049 0.312 -0.891 -0.031 0.680
factor(worker_id)16:factor(category_id)10 100 0 -0.004 0.238 -0.652 0.001 0.598
factor(worker_id)17:factor(category_id)10 100 0 -0.022 0.292 -0.806 -0.011 0.582
factor(worker_id)18:factor(category_id)10 100 0 -0.020 0.291 -0.749 -0.025 0.568
factor(worker_id)19:factor(category_id)10 100 0 -0.037 0.277 -0.920 -0.016 0.629
factor(worker_id)20:factor(category_id)10 100 0 -0.051 0.296 -0.926 -0.022 0.581

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0.11
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 0.82
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 1
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)6:factor(category_id)3 0
factor(worker_id)7:factor(category_id)3 0
factor(worker_id)8:factor(category_id)3 0
factor(worker_id)9:factor(category_id)3 0
factor(worker_id)10:factor(category_id)3 0
factor(worker_id)11:factor(category_id)3 0
factor(worker_id)12:factor(category_id)3 0
factor(worker_id)13:factor(category_id)3 0
factor(worker_id)14:factor(category_id)3 0
factor(worker_id)15:factor(category_id)3 0
factor(worker_id)16:factor(category_id)3 0
factor(worker_id)17:factor(category_id)3 0
factor(worker_id)18:factor(category_id)3 0
factor(worker_id)19:factor(category_id)3 0
factor(worker_id)20:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0.42
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)6:factor(category_id)4 0
factor(worker_id)7:factor(category_id)4 0.53
factor(worker_id)8:factor(category_id)4 0.17
factor(worker_id)9:factor(category_id)4 0.11
factor(worker_id)10:factor(category_id)4 0.08
factor(worker_id)11:factor(category_id)4 0
factor(worker_id)12:factor(category_id)4 1
factor(worker_id)13:factor(category_id)4 0
factor(worker_id)14:factor(category_id)4 0
factor(worker_id)15:factor(category_id)4 0
factor(worker_id)16:factor(category_id)4 0
factor(worker_id)17:factor(category_id)4 0
factor(worker_id)18:factor(category_id)4 0
factor(worker_id)19:factor(category_id)4 0
factor(worker_id)20:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0.02
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)6:factor(category_id)5 0
factor(worker_id)7:factor(category_id)5 0
factor(worker_id)8:factor(category_id)5 0.5
factor(worker_id)9:factor(category_id)5 0.78
factor(worker_id)10:factor(category_id)5 0
factor(worker_id)11:factor(category_id)5 0.35
factor(worker_id)12:factor(category_id)5 1
factor(worker_id)13:factor(category_id)5 0
factor(worker_id)14:factor(category_id)5 0
factor(worker_id)15:factor(category_id)5 0.62
factor(worker_id)16:factor(category_id)5 0
factor(worker_id)17:factor(category_id)5 0.2
factor(worker_id)18:factor(category_id)5 0
factor(worker_id)19:factor(category_id)5 0.76
factor(worker_id)20:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 0
factor(worker_id)5:factor(category_id)6 0
factor(worker_id)6:factor(category_id)6 0
factor(worker_id)7:factor(category_id)6 0
factor(worker_id)8:factor(category_id)6 0
factor(worker_id)9:factor(category_id)6 1
factor(worker_id)10:factor(category_id)6 0
factor(worker_id)11:factor(category_id)6 0
factor(worker_id)12:factor(category_id)6 0.73
factor(worker_id)13:factor(category_id)6 0
factor(worker_id)14:factor(category_id)6 0
factor(worker_id)15:factor(category_id)6 0
factor(worker_id)16:factor(category_id)6 0
factor(worker_id)17:factor(category_id)6 0
factor(worker_id)18:factor(category_id)6 0
factor(worker_id)19:factor(category_id)6 0
factor(worker_id)20:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)3:factor(category_id)7 0
factor(worker_id)4:factor(category_id)7 0
factor(worker_id)5:factor(category_id)7 0
factor(worker_id)6:factor(category_id)7 0.86
factor(worker_id)7:factor(category_id)7 0.03
factor(worker_id)8:factor(category_id)7 0.56
factor(worker_id)9:factor(category_id)7 0.05
factor(worker_id)10:factor(category_id)7 0
factor(worker_id)11:factor(category_id)7 0
factor(worker_id)12:factor(category_id)7 1
factor(worker_id)13:factor(category_id)7 0
factor(worker_id)14:factor(category_id)7 0.25
factor(worker_id)15:factor(category_id)7 0
factor(worker_id)16:factor(category_id)7 0
factor(worker_id)17:factor(category_id)7 0
factor(worker_id)18:factor(category_id)7 0
factor(worker_id)19:factor(category_id)7 0.27
factor(worker_id)20:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 0
factor(worker_id)5:factor(category_id)8 0
factor(worker_id)6:factor(category_id)8 0
factor(worker_id)7:factor(category_id)8 0
factor(worker_id)8:factor(category_id)8 0
factor(worker_id)9:factor(category_id)8 0.17
factor(worker_id)10:factor(category_id)8 0
factor(worker_id)11:factor(category_id)8 0
factor(worker_id)12:factor(category_id)8 0
factor(worker_id)13:factor(category_id)8 0
factor(worker_id)14:factor(category_id)8 0
factor(worker_id)15:factor(category_id)8 0
factor(worker_id)16:factor(category_id)8 0
factor(worker_id)17:factor(category_id)8 0
factor(worker_id)18:factor(category_id)8 0
factor(worker_id)19:factor(category_id)8 0
factor(worker_id)20:factor(category_id)8 0.04
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)3:factor(category_id)9 0
factor(worker_id)4:factor(category_id)9 0
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)6:factor(category_id)9 0
factor(worker_id)7:factor(category_id)9 0
factor(worker_id)8:factor(category_id)9 0
factor(worker_id)9:factor(category_id)9 0
factor(worker_id)10:factor(category_id)9 0
factor(worker_id)11:factor(category_id)9 0
factor(worker_id)12:factor(category_id)9 0
factor(worker_id)13:factor(category_id)9 0
factor(worker_id)14:factor(category_id)9 0
factor(worker_id)15:factor(category_id)9 0
factor(worker_id)16:factor(category_id)9 0
factor(worker_id)17:factor(category_id)9 0
factor(worker_id)18:factor(category_id)9 0
factor(worker_id)19:factor(category_id)9 0
factor(worker_id)20:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)3:factor(category_id)10 0
factor(worker_id)4:factor(category_id)10 0
factor(worker_id)5:factor(category_id)10 0
factor(worker_id)6:factor(category_id)10 0
factor(worker_id)7:factor(category_id)10 0
factor(worker_id)8:factor(category_id)10 0
factor(worker_id)9:factor(category_id)10 0
factor(worker_id)10:factor(category_id)10 0
factor(worker_id)11:factor(category_id)10 0
factor(worker_id)12:factor(category_id)10 0.98
factor(worker_id)13:factor(category_id)10 0
factor(worker_id)14:factor(category_id)10 0
factor(worker_id)15:factor(category_id)10 0
factor(worker_id)16:factor(category_id)10 0
factor(worker_id)17:factor(category_id)10 0.6
factor(worker_id)18:factor(category_id)10 0
factor(worker_id)19:factor(category_id)10 0.02
factor(worker_id)20:factor(category_id)10 0

Significant match effect number = 8 out of 171

num_process = 100, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.002 0.097 -0.237 0.000 0.233
factor(worker_id)2 100 0 -0.010 0.133 -0.332 0.000 0.370
factor(worker_id)3 100 0 0.019 0.125 -0.225 0.011 0.393
factor(worker_id)4 100 0 0.005 0.134 -0.359 -0.009 0.355
factor(worker_id)5 100 0 -0.008 0.141 -0.333 0.000 0.274
factor(worker_id)6 100 0 -0.001 0.138 -0.440 -0.001 0.299
factor(worker_id)7 100 0 -0.004 0.145 -0.355 0.012 0.304
factor(worker_id)8 100 0 -0.005 0.137 -0.345 -0.007 0.275
factor(worker_id)9 100 0 0.013 0.142 -0.318 0.009 0.342
factor(worker_id)10 100 0 0.009 0.135 -0.294 0.006 0.381
factor(worker_id)11 100 0 0.018 0.127 -0.267 0.011 0.377
factor(worker_id)12 100 0 0.017 0.136 -0.281 0.025 0.321
factor(worker_id)13 100 0 0.005 0.145 -0.377 0.003 0.329
factor(worker_id)14 100 0 0.002 0.146 -0.355 0.006 0.313
factor(worker_id)15 100 0 0.017 0.144 -0.348 0.022 0.449
factor(worker_id)16 100 0 -0.006 0.143 -0.345 -0.028 0.390
factor(worker_id)17 100 0 0.007 0.131 -0.274 0.001 0.307
factor(worker_id)18 100 0 -0.012 0.135 -0.283 -0.012 0.300
factor(worker_id)19 100 0 0.002 0.133 -0.390 -0.004 0.335
factor(worker_id)20 100 0 0.004 0.140 -0.361 -0.015 0.271
factor(category_id)2 100 0 0.010 0.152 -0.321 0.010 0.325
factor(category_id)3 100 0 -0.007 0.128 -0.323 -0.024 0.289
factor(category_id)4 100 0 0.003 0.152 -0.331 -0.026 0.383
factor(category_id)5 100 0 -0.003 0.129 -0.356 -0.004 0.314
factor(category_id)6 100 0 0.004 0.126 -0.253 -0.008 0.322
factor(category_id)7 100 0 0.016 0.140 -0.287 0.007 0.461
factor(category_id)8 100 0 0.008 0.138 -0.316 -0.006 0.313
factor(category_id)9 100 0 -0.015 0.146 -0.389 -0.018 0.398
factor(category_id)10 100 0 -0.004 0.146 -0.319 -0.012 0.370
factor(worker_id)2:factor(category_id)2 100 0 -0.008 0.186 -0.449 -0.029 0.429
factor(worker_id)3:factor(category_id)2 100 0 -0.021 0.220 -0.557 -0.046 0.615
factor(worker_id)4:factor(category_id)2 100 0 -0.010 0.208 -0.516 -0.030 0.470
factor(worker_id)5:factor(category_id)2 100 0 0.004 0.203 -0.484 -0.007 0.454
factor(worker_id)6:factor(category_id)2 100 0 -0.010 0.207 -0.560 0.003 0.449
factor(worker_id)7:factor(category_id)2 100 0 -0.005 0.211 -0.518 0.011 0.477
factor(worker_id)8:factor(category_id)2 100 0 -0.002 0.208 -0.473 0.007 0.474
factor(worker_id)9:factor(category_id)2 100 0 -0.017 0.210 -0.550 0.000 0.406
factor(worker_id)10:factor(category_id)2 100 0 -0.022 0.207 -0.604 -0.022 0.446
factor(worker_id)11:factor(category_id)2 100 0 -0.025 0.212 -0.459 -0.007 0.439
factor(worker_id)12:factor(category_id)2 100 0 -0.043 0.198 -0.621 -0.052 0.436
factor(worker_id)13:factor(category_id)2 100 0 -0.008 0.204 -0.473 -0.012 0.506
factor(worker_id)14:factor(category_id)2 100 0 -0.004 0.230 -0.530 -0.020 0.588
factor(worker_id)15:factor(category_id)2 100 0 -0.007 0.218 -0.607 -0.018 0.495
factor(worker_id)16:factor(category_id)2 100 0 -0.011 0.234 -0.539 -0.021 0.437
factor(worker_id)17:factor(category_id)2 100 0 0.006 0.196 -0.528 -0.001 0.408
factor(worker_id)18:factor(category_id)2 100 0 0.023 0.210 -0.475 0.003 0.530
factor(worker_id)19:factor(category_id)2 100 0 -0.016 0.184 -0.473 0.003 0.385
factor(worker_id)20:factor(category_id)2 100 0 -0.018 0.215 -0.488 -0.033 0.550
factor(worker_id)2:factor(category_id)3 100 0 0.014 0.194 -0.432 0.001 0.541
factor(worker_id)3:factor(category_id)3 100 0 -0.006 0.193 -0.503 0.007 0.410
factor(worker_id)4:factor(category_id)3 100 0 0.021 0.179 -0.458 0.055 0.410
factor(worker_id)5:factor(category_id)3 100 0 0.026 0.198 -0.407 0.026 0.484
factor(worker_id)6:factor(category_id)3 100 0 0.013 0.189 -0.547 0.032 0.463
factor(worker_id)7:factor(category_id)3 100 0 0.000 0.198 -0.461 0.009 0.505
factor(worker_id)8:factor(category_id)3 100 0 0.008 0.192 -0.472 -0.006 0.441
factor(worker_id)9:factor(category_id)3 100 0 0.001 0.195 -0.373 -0.017 0.529
factor(worker_id)10:factor(category_id)3 100 0 -0.022 0.197 -0.774 -0.017 0.403
factor(worker_id)11:factor(category_id)3 100 0 -0.009 0.187 -0.436 0.017 0.378
factor(worker_id)12:factor(category_id)3 100 0 -0.001 0.186 -0.492 0.011 0.388
factor(worker_id)13:factor(category_id)3 100 0 0.010 0.200 -0.468 0.007 0.490
factor(worker_id)14:factor(category_id)3 100 0 0.009 0.202 -0.484 0.032 0.525
factor(worker_id)15:factor(category_id)3 100 0 -0.016 0.176 -0.504 -0.024 0.436
factor(worker_id)16:factor(category_id)3 100 0 -0.002 0.208 -0.474 0.016 0.487
factor(worker_id)17:factor(category_id)3 100 0 -0.004 0.201 -0.463 -0.007 0.555
factor(worker_id)18:factor(category_id)3 100 0 0.026 0.193 -0.464 0.035 0.584
factor(worker_id)19:factor(category_id)3 100 0 0.013 0.189 -0.423 0.004 0.652
factor(worker_id)20:factor(category_id)3 100 0 0.000 0.182 -0.516 0.022 0.411
factor(worker_id)2:factor(category_id)4 100 0 -0.002 0.202 -0.549 -0.008 0.487
factor(worker_id)3:factor(category_id)4 100 0 -0.022 0.197 -0.511 -0.025 0.410
factor(worker_id)4:factor(category_id)4 100 0 0.005 0.215 -0.536 -0.005 0.451
factor(worker_id)5:factor(category_id)4 100 0 0.005 0.205 -0.476 -0.005 0.569
factor(worker_id)6:factor(category_id)4 100 0 -0.005 0.223 -0.473 -0.008 0.473
factor(worker_id)7:factor(category_id)4 100 0 -0.003 0.215 -0.657 0.004 0.478
factor(worker_id)8:factor(category_id)4 100 0 0.011 0.209 -0.397 -0.007 0.433
factor(worker_id)9:factor(category_id)4 100 0 -0.018 0.196 -0.407 -0.003 0.455
factor(worker_id)10:factor(category_id)4 100 0 -0.023 0.208 -0.557 -0.035 0.515
factor(worker_id)11:factor(category_id)4 100 0 -0.026 0.185 -0.567 -0.033 0.501
factor(worker_id)12:factor(category_id)4 100 0 -0.030 0.227 -0.520 -0.006 0.446
factor(worker_id)13:factor(category_id)4 100 0 -0.009 0.198 -0.472 -0.025 0.467
factor(worker_id)14:factor(category_id)4 100 0 -0.019 0.211 -0.620 -0.010 0.390
factor(worker_id)15:factor(category_id)4 100 0 -0.022 0.207 -0.625 -0.028 0.538
factor(worker_id)16:factor(category_id)4 100 0 0.005 0.218 -0.501 0.012 0.666
factor(worker_id)17:factor(category_id)4 100 0 0.005 0.199 -0.500 0.001 0.502
factor(worker_id)18:factor(category_id)4 100 0 0.024 0.205 -0.559 0.039 0.455
factor(worker_id)19:factor(category_id)4 100 0 -0.015 0.208 -0.530 0.018 0.356
factor(worker_id)20:factor(category_id)4 100 0 -0.006 0.197 -0.454 -0.009 0.424
factor(worker_id)2:factor(category_id)5 100 0 0.014 0.207 -0.602 0.019 0.447
factor(worker_id)3:factor(category_id)5 100 0 -0.017 0.177 -0.419 -0.014 0.527
factor(worker_id)4:factor(category_id)5 100 0 0.014 0.185 -0.379 0.002 0.539
factor(worker_id)5:factor(category_id)5 100 0 0.009 0.190 -0.419 0.012 0.472
factor(worker_id)6:factor(category_id)5 100 0 -0.012 0.196 -0.506 -0.010 0.656
factor(worker_id)7:factor(category_id)5 100 0 0.009 0.190 -0.413 -0.033 0.481
factor(worker_id)8:factor(category_id)5 100 0 0.012 0.176 -0.344 -0.026 0.485
factor(worker_id)9:factor(category_id)5 100 0 -0.019 0.187 -0.432 -0.024 0.476
factor(worker_id)10:factor(category_id)5 100 0 -0.007 0.200 -0.432 -0.016 0.530
factor(worker_id)11:factor(category_id)5 100 0 -0.025 0.181 -0.470 -0.043 0.453
factor(worker_id)12:factor(category_id)5 100 0 -0.017 0.190 -0.507 -0.025 0.394
factor(worker_id)13:factor(category_id)5 100 0 0.019 0.177 -0.416 0.024 0.541
factor(worker_id)14:factor(category_id)5 100 0 -0.002 0.191 -0.473 -0.008 0.401
factor(worker_id)15:factor(category_id)5 100 0 -0.028 0.200 -0.573 -0.027 0.484
factor(worker_id)16:factor(category_id)5 100 0 0.000 0.201 -0.553 0.006 0.493
factor(worker_id)17:factor(category_id)5 100 0 -0.006 0.179 -0.338 -0.017 0.489
factor(worker_id)18:factor(category_id)5 100 0 0.020 0.196 -0.493 0.016 0.488
factor(worker_id)19:factor(category_id)5 100 0 0.003 0.152 -0.344 -0.011 0.430
factor(worker_id)20:factor(category_id)5 100 0 -0.005 0.175 -0.393 -0.002 0.455
factor(worker_id)2:factor(category_id)6 100 0 0.003 0.179 -0.528 0.005 0.392
factor(worker_id)3:factor(category_id)6 100 0 0.001 0.195 -0.636 0.008 0.480
factor(worker_id)4:factor(category_id)6 100 0 -0.011 0.187 -0.559 -0.011 0.521
factor(worker_id)5:factor(category_id)6 100 0 -0.007 0.193 -0.456 0.001 0.424
factor(worker_id)6:factor(category_id)6 100 0 0.009 0.188 -0.481 0.023 0.415
factor(worker_id)7:factor(category_id)6 100 0 0.006 0.191 -0.493 -0.013 0.373
factor(worker_id)8:factor(category_id)6 100 0 0.006 0.180 -0.351 0.007 0.422
factor(worker_id)9:factor(category_id)6 100 0 -0.023 0.194 -0.491 -0.004 0.397
factor(worker_id)10:factor(category_id)6 100 0 -0.006 0.163 -0.425 -0.013 0.340
factor(worker_id)11:factor(category_id)6 100 0 -0.018 0.183 -0.472 -0.011 0.402
factor(worker_id)12:factor(category_id)6 100 0 -0.022 0.199 -0.476 -0.019 0.354
factor(worker_id)13:factor(category_id)6 100 0 -0.007 0.198 -0.473 -0.012 0.527
factor(worker_id)14:factor(category_id)6 100 0 -0.006 0.190 -0.492 -0.002 0.545
factor(worker_id)15:factor(category_id)6 100 0 -0.024 0.196 -0.574 -0.017 0.465
factor(worker_id)16:factor(category_id)6 100 0 0.022 0.208 -0.388 0.036 0.428
factor(worker_id)17:factor(category_id)6 100 0 -0.008 0.167 -0.424 0.007 0.438
factor(worker_id)18:factor(category_id)6 100 0 0.007 0.197 -0.471 0.023 0.525
factor(worker_id)19:factor(category_id)6 100 0 -0.011 0.190 -0.491 0.003 0.408
factor(worker_id)20:factor(category_id)6 100 0 -0.012 0.183 -0.424 -0.011 0.433
factor(worker_id)2:factor(category_id)7 100 0 -0.019 0.193 -0.520 -0.008 0.407
factor(worker_id)3:factor(category_id)7 100 0 -0.036 0.188 -0.490 -0.025 0.368
factor(worker_id)4:factor(category_id)7 100 0 -0.034 0.194 -0.550 -0.012 0.376
factor(worker_id)5:factor(category_id)7 100 0 0.001 0.197 -0.448 0.008 0.545
factor(worker_id)6:factor(category_id)7 100 0 -0.001 0.201 -0.602 -0.006 0.602
factor(worker_id)7:factor(category_id)7 100 0 -0.021 0.222 -0.776 -0.033 0.509
factor(worker_id)8:factor(category_id)7 100 0 -0.004 0.197 -0.587 0.008 0.396
factor(worker_id)9:factor(category_id)7 100 0 -0.036 0.205 -0.714 -0.034 0.395
factor(worker_id)10:factor(category_id)7 100 0 -0.014 0.187 -0.658 0.011 0.469
factor(worker_id)11:factor(category_id)7 100 0 -0.017 0.181 -0.461 -0.003 0.371
factor(worker_id)12:factor(category_id)7 100 0 -0.011 0.173 -0.440 0.001 0.453
factor(worker_id)13:factor(category_id)7 100 0 -0.008 0.194 -0.546 0.021 0.371
factor(worker_id)14:factor(category_id)7 100 0 0.001 0.194 -0.493 -0.009 0.461
factor(worker_id)15:factor(category_id)7 100 0 -0.042 0.215 -0.532 -0.059 0.401
factor(worker_id)16:factor(category_id)7 100 0 -0.016 0.195 -0.589 -0.014 0.504
factor(worker_id)17:factor(category_id)7 100 0 -0.027 0.204 -0.565 -0.013 0.466
factor(worker_id)18:factor(category_id)7 100 0 -0.007 0.202 -0.661 -0.002 0.444
factor(worker_id)19:factor(category_id)7 100 0 -0.013 0.194 -0.542 -0.021 0.497
factor(worker_id)20:factor(category_id)7 100 0 -0.019 0.210 -0.759 -0.031 0.458
factor(worker_id)2:factor(category_id)8 100 0 0.012 0.186 -0.399 0.003 0.602
factor(worker_id)3:factor(category_id)8 100 0 -0.010 0.194 -0.440 -0.010 0.379
factor(worker_id)4:factor(category_id)8 100 0 -0.008 0.189 -0.413 -0.044 0.471
factor(worker_id)5:factor(category_id)8 100 0 -0.017 0.194 -0.552 -0.032 0.483
factor(worker_id)6:factor(category_id)8 100 0 0.001 0.192 -0.430 -0.014 0.580
factor(worker_id)7:factor(category_id)8 100 0 -0.004 0.202 -0.601 -0.011 0.480
factor(worker_id)8:factor(category_id)8 100 0 -0.002 0.189 -0.524 -0.022 0.573
factor(worker_id)9:factor(category_id)8 100 0 -0.016 0.189 -0.420 -0.014 0.413
factor(worker_id)10:factor(category_id)8 100 0 -0.013 0.170 -0.475 0.000 0.350
factor(worker_id)11:factor(category_id)8 100 0 -0.006 0.185 -0.520 -0.020 0.451
factor(worker_id)12:factor(category_id)8 100 0 -0.024 0.188 -0.488 -0.011 0.392
factor(worker_id)13:factor(category_id)8 100 0 -0.025 0.203 -0.497 -0.027 0.458
factor(worker_id)14:factor(category_id)8 100 0 0.000 0.205 -0.524 -0.003 0.492
factor(worker_id)15:factor(category_id)8 100 0 -0.024 0.219 -0.456 -0.058 0.456
factor(worker_id)16:factor(category_id)8 100 0 -0.016 0.205 -0.510 -0.023 0.453
factor(worker_id)17:factor(category_id)8 100 0 0.006 0.199 -0.513 0.022 0.443
factor(worker_id)18:factor(category_id)8 100 0 0.017 0.194 -0.482 0.048 0.443
factor(worker_id)19:factor(category_id)8 100 0 -0.018 0.180 -0.427 -0.006 0.416
factor(worker_id)20:factor(category_id)8 100 0 -0.007 0.192 -0.505 0.006 0.381
factor(worker_id)2:factor(category_id)9 100 0 0.039 0.204 -0.710 0.054 0.554
factor(worker_id)3:factor(category_id)9 100 0 -0.014 0.187 -0.539 -0.010 0.395
factor(worker_id)4:factor(category_id)9 100 0 0.015 0.205 -0.660 0.021 0.493
factor(worker_id)5:factor(category_id)9 100 0 0.038 0.195 -0.464 0.029 0.556
factor(worker_id)6:factor(category_id)9 100 0 0.005 0.187 -0.437 -0.017 0.593
factor(worker_id)7:factor(category_id)9 100 0 0.014 0.214 -0.627 -0.010 0.610
factor(worker_id)8:factor(category_id)9 100 0 0.019 0.193 -0.548 0.039 0.532
factor(worker_id)9:factor(category_id)9 100 0 0.006 0.220 -0.469 -0.021 0.609
factor(worker_id)10:factor(category_id)9 100 0 0.020 0.198 -0.446 0.010 0.564
factor(worker_id)11:factor(category_id)9 100 0 -0.002 0.186 -0.423 -0.016 0.550
factor(worker_id)12:factor(category_id)9 100 0 0.003 0.188 -0.459 0.007 0.440
factor(worker_id)13:factor(category_id)9 100 0 0.017 0.221 -0.555 0.011 0.630
factor(worker_id)14:factor(category_id)9 100 0 0.002 0.177 -0.450 -0.019 0.439
factor(worker_id)15:factor(category_id)9 100 0 -0.007 0.191 -0.540 -0.017 0.402
factor(worker_id)16:factor(category_id)9 100 0 0.036 0.200 -0.378 0.038 0.586
factor(worker_id)17:factor(category_id)9 100 0 0.011 0.200 -0.546 -0.011 0.639
factor(worker_id)18:factor(category_id)9 100 0 0.029 0.207 -0.592 0.059 0.469
factor(worker_id)19:factor(category_id)9 100 0 0.026 0.189 -0.382 0.008 0.568
factor(worker_id)20:factor(category_id)9 100 0 0.037 0.198 -0.528 0.062 0.441
factor(worker_id)2:factor(category_id)10 100 0 0.023 0.212 -0.517 0.011 0.559
factor(worker_id)3:factor(category_id)10 100 0 -0.007 0.198 -0.573 0.013 0.466
factor(worker_id)4:factor(category_id)10 100 0 -0.001 0.199 -0.492 -0.009 0.395
factor(worker_id)5:factor(category_id)10 100 0 0.016 0.189 -0.538 0.019 0.496
factor(worker_id)6:factor(category_id)10 100 0 0.015 0.205 -0.370 0.021 0.404
factor(worker_id)7:factor(category_id)10 100 0 0.013 0.196 -0.443 0.019 0.433
factor(worker_id)8:factor(category_id)10 100 0 0.029 0.202 -0.595 0.024 0.652
factor(worker_id)9:factor(category_id)10 100 0 -0.007 0.209 -0.455 -0.006 0.435
factor(worker_id)10:factor(category_id)10 100 0 -0.006 0.187 -0.556 -0.004 0.476
factor(worker_id)11:factor(category_id)10 100 0 -0.005 0.203 -0.505 -0.009 0.403
factor(worker_id)12:factor(category_id)10 100 0 -0.013 0.201 -0.446 0.000 0.437
factor(worker_id)13:factor(category_id)10 100 0 -0.002 0.215 -0.471 0.014 0.475
factor(worker_id)14:factor(category_id)10 100 0 0.003 0.183 -0.501 0.008 0.407
factor(worker_id)15:factor(category_id)10 100 0 -0.009 0.195 -0.641 -0.007 0.419
factor(worker_id)16:factor(category_id)10 100 0 0.020 0.220 -0.662 0.037 0.438
factor(worker_id)17:factor(category_id)10 100 0 0.013 0.198 -0.585 0.011 0.420
factor(worker_id)18:factor(category_id)10 100 0 0.015 0.192 -0.429 0.013 0.530
factor(worker_id)19:factor(category_id)10 100 0 0.001 0.193 -0.451 -0.001 0.631
factor(worker_id)20:factor(category_id)10 100 0 0.018 0.193 -0.521 0.021 0.528

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(category_id)2 0.99
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 0.97
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0.16
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 1
factor(worker_id)8:factor(category_id)2 0.48
factor(worker_id)9:factor(category_id)2 0.63
factor(worker_id)10:factor(category_id)2 1
factor(worker_id)11:factor(category_id)2 0.71
factor(worker_id)12:factor(category_id)2 0.4
factor(worker_id)13:factor(category_id)2 1
factor(worker_id)14:factor(category_id)2 0.01
factor(worker_id)15:factor(category_id)2 0.1
factor(worker_id)16:factor(category_id)2 1
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 1
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0.22
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 1
factor(worker_id)6:factor(category_id)3 1
factor(worker_id)7:factor(category_id)3 1
factor(worker_id)8:factor(category_id)3 0.06
factor(worker_id)9:factor(category_id)3 1
factor(worker_id)10:factor(category_id)3 1
factor(worker_id)11:factor(category_id)3 0
factor(worker_id)12:factor(category_id)3 0.03
factor(worker_id)13:factor(category_id)3 1
factor(worker_id)14:factor(category_id)3 1
factor(worker_id)15:factor(category_id)3 0.99
factor(worker_id)16:factor(category_id)3 0.92
factor(worker_id)17:factor(category_id)3 0
factor(worker_id)18:factor(category_id)3 1
factor(worker_id)19:factor(category_id)3 1
factor(worker_id)20:factor(category_id)3 0.95
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0.7
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)6:factor(category_id)4 0
factor(worker_id)7:factor(category_id)4 0
factor(worker_id)8:factor(category_id)4 0
factor(worker_id)9:factor(category_id)4 0.67
factor(worker_id)10:factor(category_id)4 0
factor(worker_id)11:factor(category_id)4 0.4
factor(worker_id)12:factor(category_id)4 0.97
factor(worker_id)13:factor(category_id)4 0
factor(worker_id)14:factor(category_id)4 0
factor(worker_id)15:factor(category_id)4 0
factor(worker_id)16:factor(category_id)4 0
factor(worker_id)17:factor(category_id)4 0
factor(worker_id)18:factor(category_id)4 0
factor(worker_id)19:factor(category_id)4 0
factor(worker_id)20:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0.96
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 1
factor(worker_id)6:factor(category_id)5 0.31
factor(worker_id)7:factor(category_id)5 1
factor(worker_id)8:factor(category_id)5 0
factor(worker_id)9:factor(category_id)5 1
factor(worker_id)10:factor(category_id)5 0
factor(worker_id)11:factor(category_id)5 1
factor(worker_id)12:factor(category_id)5 0
factor(worker_id)13:factor(category_id)5 1
factor(worker_id)14:factor(category_id)5 0
factor(worker_id)15:factor(category_id)5 0
factor(worker_id)16:factor(category_id)5 1
factor(worker_id)17:factor(category_id)5 0
factor(worker_id)18:factor(category_id)5 0.14
factor(worker_id)19:factor(category_id)5 0
factor(worker_id)20:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 0
factor(worker_id)5:factor(category_id)6 1
factor(worker_id)6:factor(category_id)6 0
factor(worker_id)7:factor(category_id)6 0.11
factor(worker_id)8:factor(category_id)6 0
factor(worker_id)9:factor(category_id)6 0
factor(worker_id)10:factor(category_id)6 0.18
factor(worker_id)11:factor(category_id)6 0
factor(worker_id)12:factor(category_id)6 0
factor(worker_id)13:factor(category_id)6 0
factor(worker_id)14:factor(category_id)6 0
factor(worker_id)15:factor(category_id)6 0
factor(worker_id)16:factor(category_id)6 0.49
factor(worker_id)17:factor(category_id)6 0
factor(worker_id)18:factor(category_id)6 0
factor(worker_id)19:factor(category_id)6 0
factor(worker_id)20:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)3:factor(category_id)7 0
factor(worker_id)4:factor(category_id)7 0.92
factor(worker_id)5:factor(category_id)7 1
factor(worker_id)6:factor(category_id)7 0.68
factor(worker_id)7:factor(category_id)7 0
factor(worker_id)8:factor(category_id)7 0.99
factor(worker_id)9:factor(category_id)7 1
factor(worker_id)10:factor(category_id)7 0.51
factor(worker_id)11:factor(category_id)7 1
factor(worker_id)12:factor(category_id)7 1
factor(worker_id)13:factor(category_id)7 1
factor(worker_id)14:factor(category_id)7 0.68
factor(worker_id)15:factor(category_id)7 0
factor(worker_id)16:factor(category_id)7 1
factor(worker_id)17:factor(category_id)7 1
factor(worker_id)18:factor(category_id)7 1
factor(worker_id)19:factor(category_id)7 0.75
factor(worker_id)20:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 0
factor(worker_id)5:factor(category_id)8 0.97
factor(worker_id)6:factor(category_id)8 0.03
factor(worker_id)7:factor(category_id)8 0.07
factor(worker_id)8:factor(category_id)8 0
factor(worker_id)9:factor(category_id)8 0
factor(worker_id)10:factor(category_id)8 0
factor(worker_id)11:factor(category_id)8 1
factor(worker_id)12:factor(category_id)8 0
factor(worker_id)13:factor(category_id)8 0.47
factor(worker_id)14:factor(category_id)8 0
factor(worker_id)15:factor(category_id)8 0
factor(worker_id)16:factor(category_id)8 0
factor(worker_id)17:factor(category_id)8 0
factor(worker_id)18:factor(category_id)8 0
factor(worker_id)19:factor(category_id)8 0
factor(worker_id)20:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)3:factor(category_id)9 0
factor(worker_id)4:factor(category_id)9 0
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)6:factor(category_id)9 0
factor(worker_id)7:factor(category_id)9 0
factor(worker_id)8:factor(category_id)9 0
factor(worker_id)9:factor(category_id)9 0
factor(worker_id)10:factor(category_id)9 0
factor(worker_id)11:factor(category_id)9 0
factor(worker_id)12:factor(category_id)9 0
factor(worker_id)13:factor(category_id)9 0
factor(worker_id)14:factor(category_id)9 0
factor(worker_id)15:factor(category_id)9 0
factor(worker_id)16:factor(category_id)9 0.16
factor(worker_id)17:factor(category_id)9 0
factor(worker_id)18:factor(category_id)9 0
factor(worker_id)19:factor(category_id)9 0
factor(worker_id)20:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)3:factor(category_id)10 0
factor(worker_id)4:factor(category_id)10 0.33
factor(worker_id)5:factor(category_id)10 1
factor(worker_id)6:factor(category_id)10 1
factor(worker_id)7:factor(category_id)10 0.31
factor(worker_id)8:factor(category_id)10 0.97
factor(worker_id)9:factor(category_id)10 0
factor(worker_id)10:factor(category_id)10 1
factor(worker_id)11:factor(category_id)10 1
factor(worker_id)12:factor(category_id)10 1
factor(worker_id)13:factor(category_id)10 1
factor(worker_id)14:factor(category_id)10 0.06
factor(worker_id)15:factor(category_id)10 0
factor(worker_id)16:factor(category_id)10 0
factor(worker_id)17:factor(category_id)10 0
factor(worker_id)18:factor(category_id)10 1
factor(worker_id)19:factor(category_id)10 0
factor(worker_id)20:factor(category_id)10 0.17

Significant match effect number = 48 out of 171

num_process = 500, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.008 0.047 -0.119 -0.004 0.137
factor(worker_id)2 100 0 0.008 0.076 -0.226 0.008 0.192
factor(worker_id)3 100 0 0.006 0.067 -0.160 0.015 0.134
factor(worker_id)4 100 0 0.008 0.066 -0.184 0.012 0.192
factor(worker_id)5 100 0 0.010 0.074 -0.154 0.009 0.161
factor(worker_id)6 100 0 0.007 0.056 -0.150 0.009 0.123
factor(worker_id)7 100 0 0.009 0.068 -0.142 0.009 0.184
factor(worker_id)8 100 0 0.014 0.057 -0.121 0.017 0.132
factor(worker_id)9 100 0 0.016 0.064 -0.166 0.014 0.172
factor(worker_id)10 100 0 0.010 0.067 -0.153 0.012 0.164
factor(worker_id)11 100 0 0.005 0.070 -0.166 0.005 0.212
factor(worker_id)12 100 0 0.011 0.066 -0.137 0.010 0.221
factor(worker_id)13 100 0 0.008 0.062 -0.140 0.009 0.182
factor(worker_id)14 100 0 0.013 0.064 -0.132 0.017 0.182
factor(worker_id)15 100 0 0.001 0.063 -0.219 0.010 0.198
factor(worker_id)16 100 0 0.009 0.067 -0.145 0.011 0.178
factor(worker_id)17 100 0 0.008 0.058 -0.148 0.016 0.174
factor(worker_id)18 100 0 0.007 0.064 -0.137 0.004 0.155
factor(worker_id)19 100 0 0.009 0.063 -0.172 0.007 0.144
factor(worker_id)20 100 0 0.007 0.067 -0.149 0.011 0.165
factor(category_id)2 100 0 0.004 0.067 -0.141 0.005 0.141
factor(category_id)3 100 0 0.005 0.066 -0.166 0.006 0.188
factor(category_id)4 100 0 0.011 0.066 -0.195 0.001 0.174
factor(category_id)5 100 0 0.009 0.070 -0.172 0.015 0.192
factor(category_id)6 100 0 0.018 0.068 -0.133 0.013 0.208
factor(category_id)7 100 0 0.004 0.071 -0.194 0.009 0.163
factor(category_id)8 100 0 0.015 0.068 -0.230 0.016 0.239
factor(category_id)9 100 0 0.000 0.064 -0.165 0.002 0.136
factor(category_id)10 100 0 0.007 0.066 -0.148 -0.003 0.150
factor(worker_id)2:factor(category_id)2 100 0 -0.008 0.093 -0.189 -0.007 0.218
factor(worker_id)3:factor(category_id)2 100 0 0.006 0.094 -0.216 -0.003 0.221
factor(worker_id)4:factor(category_id)2 100 0 -0.012 0.093 -0.202 -0.005 0.197
factor(worker_id)5:factor(category_id)2 100 0 0.001 0.099 -0.286 0.001 0.257
factor(worker_id)6:factor(category_id)2 100 0 -0.004 0.084 -0.256 -0.005 0.207
factor(worker_id)7:factor(category_id)2 100 0 -0.008 0.102 -0.260 -0.003 0.197
factor(worker_id)8:factor(category_id)2 100 0 -0.009 0.091 -0.237 -0.007 0.216
factor(worker_id)9:factor(category_id)2 100 0 -0.011 0.097 -0.235 -0.004 0.216
factor(worker_id)10:factor(category_id)2 100 0 0.005 0.108 -0.250 0.012 0.276
factor(worker_id)11:factor(category_id)2 100 0 0.001 0.100 -0.248 0.009 0.287
factor(worker_id)12:factor(category_id)2 100 0 0.000 0.096 -0.229 0.000 0.187
factor(worker_id)13:factor(category_id)2 100 0 -0.002 0.080 -0.249 0.011 0.175
factor(worker_id)14:factor(category_id)2 100 0 -0.012 0.088 -0.205 -0.005 0.201
factor(worker_id)15:factor(category_id)2 100 0 0.003 0.095 -0.268 -0.001 0.189
factor(worker_id)16:factor(category_id)2 100 0 -0.014 0.098 -0.203 -0.008 0.216
factor(worker_id)17:factor(category_id)2 100 0 -0.007 0.077 -0.211 0.001 0.167
factor(worker_id)18:factor(category_id)2 100 0 -0.011 0.089 -0.205 -0.003 0.206
factor(worker_id)19:factor(category_id)2 100 0 -0.002 0.091 -0.197 -0.009 0.247
factor(worker_id)20:factor(category_id)2 100 0 -0.006 0.094 -0.181 -0.002 0.205
factor(worker_id)2:factor(category_id)3 100 0 -0.004 0.099 -0.238 0.012 0.332
factor(worker_id)3:factor(category_id)3 100 0 -0.005 0.083 -0.199 -0.006 0.238
factor(worker_id)4:factor(category_id)3 100 0 -0.002 0.098 -0.329 -0.009 0.224
factor(worker_id)5:factor(category_id)3 100 0 -0.013 0.106 -0.249 -0.011 0.261
factor(worker_id)6:factor(category_id)3 100 0 -0.010 0.082 -0.198 -0.016 0.224
factor(worker_id)7:factor(category_id)3 100 0 -0.005 0.085 -0.201 0.003 0.240
factor(worker_id)8:factor(category_id)3 100 0 -0.014 0.086 -0.188 -0.014 0.150
factor(worker_id)9:factor(category_id)3 100 0 -0.018 0.089 -0.217 -0.017 0.339
factor(worker_id)10:factor(category_id)3 100 0 -0.012 0.100 -0.276 -0.012 0.216
factor(worker_id)11:factor(category_id)3 100 0 -0.004 0.090 -0.205 -0.001 0.204
factor(worker_id)12:factor(category_id)3 100 0 -0.006 0.092 -0.250 -0.015 0.223
factor(worker_id)13:factor(category_id)3 100 0 0.000 0.083 -0.156 -0.010 0.222
factor(worker_id)14:factor(category_id)3 100 0 -0.023 0.090 -0.244 -0.022 0.206
factor(worker_id)15:factor(category_id)3 100 0 -0.002 0.094 -0.291 -0.004 0.226
factor(worker_id)16:factor(category_id)3 100 0 -0.009 0.101 -0.296 -0.006 0.192
factor(worker_id)17:factor(category_id)3 100 0 -0.005 0.087 -0.215 -0.001 0.203
factor(worker_id)18:factor(category_id)3 100 0 -0.002 0.084 -0.165 0.001 0.251
factor(worker_id)19:factor(category_id)3 100 0 -0.011 0.088 -0.195 -0.018 0.254
factor(worker_id)20:factor(category_id)3 100 0 -0.006 0.092 -0.210 -0.013 0.198
factor(worker_id)2:factor(category_id)4 100 0 -0.016 0.096 -0.279 -0.008 0.303
factor(worker_id)3:factor(category_id)4 100 0 -0.009 0.101 -0.268 -0.007 0.213
factor(worker_id)4:factor(category_id)4 100 0 -0.010 0.092 -0.238 -0.004 0.316
factor(worker_id)5:factor(category_id)4 100 0 -0.020 0.096 -0.298 -0.008 0.189
factor(worker_id)6:factor(category_id)4 100 0 -0.014 0.084 -0.173 -0.013 0.255
factor(worker_id)7:factor(category_id)4 100 0 -0.005 0.088 -0.268 0.002 0.164
factor(worker_id)8:factor(category_id)4 100 0 -0.024 0.090 -0.214 -0.023 0.163
factor(worker_id)9:factor(category_id)4 100 0 -0.023 0.087 -0.245 -0.030 0.193
factor(worker_id)10:factor(category_id)4 100 0 -0.021 0.090 -0.274 -0.022 0.208
factor(worker_id)11:factor(category_id)4 100 0 -0.007 0.099 -0.256 -0.013 0.220
factor(worker_id)12:factor(category_id)4 100 0 -0.017 0.098 -0.268 -0.007 0.263
factor(worker_id)13:factor(category_id)4 100 0 -0.005 0.094 -0.217 -0.009 0.214
factor(worker_id)14:factor(category_id)4 100 0 -0.020 0.091 -0.239 -0.024 0.230
factor(worker_id)15:factor(category_id)4 100 0 0.003 0.092 -0.209 0.014 0.247
factor(worker_id)16:factor(category_id)4 100 0 -0.011 0.094 -0.279 -0.005 0.234
factor(worker_id)17:factor(category_id)4 100 0 -0.010 0.083 -0.253 -0.017 0.200
factor(worker_id)18:factor(category_id)4 100 0 -0.007 0.095 -0.178 -0.016 0.261
factor(worker_id)19:factor(category_id)4 100 0 -0.019 0.090 -0.213 -0.023 0.245
factor(worker_id)20:factor(category_id)4 100 0 0.000 0.091 -0.247 0.006 0.187
factor(worker_id)2:factor(category_id)5 100 0 -0.011 0.100 -0.293 -0.008 0.266
factor(worker_id)3:factor(category_id)5 100 0 -0.005 0.102 -0.244 -0.012 0.235
factor(worker_id)4:factor(category_id)5 100 0 -0.012 0.093 -0.274 -0.010 0.219
factor(worker_id)5:factor(category_id)5 100 0 -0.006 0.093 -0.212 0.000 0.206
factor(worker_id)6:factor(category_id)5 100 0 -0.012 0.089 -0.265 -0.016 0.176
factor(worker_id)7:factor(category_id)5 100 0 -0.012 0.090 -0.236 -0.016 0.243
factor(worker_id)8:factor(category_id)5 100 0 -0.014 0.098 -0.268 -0.014 0.243
factor(worker_id)9:factor(category_id)5 100 0 -0.022 0.098 -0.207 -0.018 0.240
factor(worker_id)10:factor(category_id)5 100 0 -0.001 0.094 -0.238 -0.002 0.208
factor(worker_id)11:factor(category_id)5 100 0 -0.014 0.100 -0.346 -0.016 0.176
factor(worker_id)12:factor(category_id)5 100 0 -0.002 0.097 -0.282 0.010 0.185
factor(worker_id)13:factor(category_id)5 100 0 -0.014 0.094 -0.278 -0.003 0.223
factor(worker_id)14:factor(category_id)5 100 0 -0.016 0.095 -0.338 -0.017 0.207
factor(worker_id)15:factor(category_id)5 100 0 0.003 0.088 -0.250 0.001 0.284
factor(worker_id)16:factor(category_id)5 100 0 -0.007 0.094 -0.266 0.003 0.248
factor(worker_id)17:factor(category_id)5 100 0 -0.006 0.086 -0.286 -0.007 0.236
factor(worker_id)18:factor(category_id)5 100 0 -0.010 0.092 -0.269 -0.001 0.208
factor(worker_id)19:factor(category_id)5 100 0 -0.010 0.098 -0.271 -0.018 0.274
factor(worker_id)20:factor(category_id)5 100 0 -0.008 0.108 -0.279 -0.018 0.227
factor(worker_id)2:factor(category_id)6 100 0 -0.016 0.108 -0.328 -0.004 0.231
factor(worker_id)3:factor(category_id)6 100 0 -0.011 0.097 -0.237 -0.006 0.237
factor(worker_id)4:factor(category_id)6 100 0 -0.016 0.089 -0.241 -0.024 0.235
factor(worker_id)5:factor(category_id)6 100 0 -0.007 0.099 -0.261 0.001 0.215
factor(worker_id)6:factor(category_id)6 100 0 -0.018 0.088 -0.279 -0.016 0.223
factor(worker_id)7:factor(category_id)6 100 0 -0.020 0.084 -0.213 -0.012 0.165
factor(worker_id)8:factor(category_id)6 100 0 -0.026 0.084 -0.217 -0.027 0.240
factor(worker_id)9:factor(category_id)6 100 0 -0.026 0.092 -0.252 -0.027 0.170
factor(worker_id)10:factor(category_id)6 100 0 -0.018 0.104 -0.293 -0.013 0.252
factor(worker_id)11:factor(category_id)6 100 0 -0.010 0.101 -0.237 -0.008 0.233
factor(worker_id)12:factor(category_id)6 100 0 -0.021 0.092 -0.258 -0.022 0.224
factor(worker_id)13:factor(category_id)6 100 0 -0.020 0.085 -0.261 -0.020 0.182
factor(worker_id)14:factor(category_id)6 100 0 -0.020 0.088 -0.218 -0.017 0.207
factor(worker_id)15:factor(category_id)6 100 0 -0.005 0.102 -0.353 -0.011 0.212
factor(worker_id)16:factor(category_id)6 100 0 -0.020 0.089 -0.271 -0.021 0.203
factor(worker_id)17:factor(category_id)6 100 0 -0.016 0.088 -0.244 -0.015 0.207
factor(worker_id)18:factor(category_id)6 100 0 -0.015 0.094 -0.201 -0.024 0.251
factor(worker_id)19:factor(category_id)6 100 0 -0.009 0.090 -0.171 -0.008 0.225
factor(worker_id)20:factor(category_id)6 100 0 -0.014 0.095 -0.218 -0.015 0.268
factor(worker_id)2:factor(category_id)7 100 0 -0.010 0.103 -0.257 -0.001 0.285
factor(worker_id)3:factor(category_id)7 100 0 -0.004 0.094 -0.244 -0.005 0.209
factor(worker_id)4:factor(category_id)7 100 0 -0.005 0.099 -0.272 0.000 0.265
factor(worker_id)5:factor(category_id)7 100 0 -0.012 0.112 -0.252 -0.027 0.264
factor(worker_id)6:factor(category_id)7 100 0 -0.009 0.085 -0.242 -0.025 0.265
factor(worker_id)7:factor(category_id)7 100 0 -0.005 0.097 -0.209 -0.015 0.308
factor(worker_id)8:factor(category_id)7 100 0 -0.016 0.090 -0.209 -0.026 0.204
factor(worker_id)9:factor(category_id)7 100 0 -0.016 0.088 -0.220 -0.020 0.262
factor(worker_id)10:factor(category_id)7 100 0 0.001 0.092 -0.211 0.011 0.249
factor(worker_id)11:factor(category_id)7 100 0 -0.004 0.103 -0.207 -0.004 0.391
factor(worker_id)12:factor(category_id)7 100 0 -0.009 0.096 -0.247 0.000 0.220
factor(worker_id)13:factor(category_id)7 100 0 -0.005 0.083 -0.281 -0.003 0.202
factor(worker_id)14:factor(category_id)7 100 0 -0.007 0.097 -0.256 -0.007 0.211
factor(worker_id)15:factor(category_id)7 100 0 -0.004 0.098 -0.239 -0.002 0.271
factor(worker_id)16:factor(category_id)7 100 0 -0.009 0.094 -0.215 0.002 0.198
factor(worker_id)17:factor(category_id)7 100 0 -0.005 0.084 -0.180 -0.006 0.254
factor(worker_id)18:factor(category_id)7 100 0 0.000 0.087 -0.205 0.008 0.165
factor(worker_id)19:factor(category_id)7 100 0 -0.005 0.095 -0.261 0.002 0.211
factor(worker_id)20:factor(category_id)7 100 0 -0.002 0.086 -0.212 -0.004 0.260
factor(worker_id)2:factor(category_id)8 100 0 -0.020 0.096 -0.269 -0.018 0.297
factor(worker_id)3:factor(category_id)8 100 0 -0.016 0.106 -0.321 -0.019 0.242
factor(worker_id)4:factor(category_id)8 100 0 -0.014 0.085 -0.245 -0.015 0.292
factor(worker_id)5:factor(category_id)8 100 0 -0.013 0.093 -0.239 -0.011 0.243
factor(worker_id)6:factor(category_id)8 100 0 -0.012 0.082 -0.236 -0.015 0.178
factor(worker_id)7:factor(category_id)8 100 0 -0.010 0.094 -0.297 -0.008 0.321
factor(worker_id)8:factor(category_id)8 100 0 -0.027 0.085 -0.244 -0.025 0.205
factor(worker_id)9:factor(category_id)8 100 0 -0.023 0.089 -0.340 -0.025 0.206
factor(worker_id)10:factor(category_id)8 100 0 -0.017 0.099 -0.259 -0.010 0.318
factor(worker_id)11:factor(category_id)8 100 0 -0.009 0.097 -0.301 -0.001 0.196
factor(worker_id)12:factor(category_id)8 100 0 -0.020 0.094 -0.244 -0.016 0.258
factor(worker_id)13:factor(category_id)8 100 0 -0.014 0.096 -0.262 -0.010 0.246
factor(worker_id)14:factor(category_id)8 100 0 -0.023 0.090 -0.295 -0.020 0.182
factor(worker_id)15:factor(category_id)8 100 0 -0.005 0.096 -0.396 0.002 0.350
factor(worker_id)16:factor(category_id)8 100 0 -0.020 0.099 -0.313 -0.025 0.255
factor(worker_id)17:factor(category_id)8 100 0 -0.008 0.091 -0.195 -0.013 0.193
factor(worker_id)18:factor(category_id)8 100 0 -0.014 0.084 -0.194 -0.007 0.236
factor(worker_id)19:factor(category_id)8 100 0 -0.012 0.096 -0.277 -0.008 0.182
factor(worker_id)20:factor(category_id)8 100 0 -0.018 0.096 -0.339 -0.023 0.226
factor(worker_id)2:factor(category_id)9 100 0 0.005 0.091 -0.203 0.006 0.255
factor(worker_id)3:factor(category_id)9 100 0 0.006 0.090 -0.223 0.004 0.211
factor(worker_id)4:factor(category_id)9 100 0 0.006 0.094 -0.226 0.008 0.283
factor(worker_id)5:factor(category_id)9 100 0 0.004 0.094 -0.206 0.002 0.224
factor(worker_id)6:factor(category_id)9 100 0 0.006 0.077 -0.158 -0.001 0.196
factor(worker_id)7:factor(category_id)9 100 0 0.001 0.084 -0.200 0.000 0.189
factor(worker_id)8:factor(category_id)9 100 0 -0.005 0.084 -0.164 -0.011 0.218
factor(worker_id)9:factor(category_id)9 100 0 -0.011 0.083 -0.183 -0.022 0.193
factor(worker_id)10:factor(category_id)9 100 0 -0.014 0.093 -0.260 -0.018 0.222
factor(worker_id)11:factor(category_id)9 100 0 -0.003 0.100 -0.236 -0.006 0.196
factor(worker_id)12:factor(category_id)9 100 0 0.000 0.095 -0.220 0.004 0.220
factor(worker_id)13:factor(category_id)9 100 0 0.001 0.087 -0.308 0.003 0.174
factor(worker_id)14:factor(category_id)9 100 0 -0.002 0.094 -0.201 -0.004 0.202
factor(worker_id)15:factor(category_id)9 100 0 0.008 0.089 -0.185 0.018 0.235
factor(worker_id)16:factor(category_id)9 100 0 -0.005 0.090 -0.201 -0.006 0.254
factor(worker_id)17:factor(category_id)9 100 0 0.001 0.093 -0.236 0.007 0.246
factor(worker_id)18:factor(category_id)9 100 0 -0.001 0.091 -0.202 -0.005 0.318
factor(worker_id)19:factor(category_id)9 100 0 -0.004 0.088 -0.305 -0.001 0.221
factor(worker_id)20:factor(category_id)9 100 0 0.006 0.099 -0.244 0.003 0.218
factor(worker_id)2:factor(category_id)10 100 0 -0.009 0.100 -0.240 -0.006 0.310
factor(worker_id)3:factor(category_id)10 100 0 -0.002 0.099 -0.248 -0.003 0.259
factor(worker_id)4:factor(category_id)10 100 0 -0.011 0.095 -0.256 -0.015 0.241
factor(worker_id)5:factor(category_id)10 100 0 -0.010 0.102 -0.237 -0.003 0.224
factor(worker_id)6:factor(category_id)10 100 0 -0.013 0.083 -0.210 -0.006 0.211
factor(worker_id)7:factor(category_id)10 100 0 0.003 0.097 -0.314 -0.002 0.222
factor(worker_id)8:factor(category_id)10 100 0 -0.011 0.084 -0.219 -0.007 0.225
factor(worker_id)9:factor(category_id)10 100 0 -0.014 0.094 -0.222 0.006 0.230
factor(worker_id)10:factor(category_id)10 100 0 -0.006 0.095 -0.233 -0.006 0.201
factor(worker_id)11:factor(category_id)10 100 0 -0.004 0.097 -0.239 0.012 0.258
factor(worker_id)12:factor(category_id)10 100 0 -0.010 0.087 -0.220 -0.010 0.222
factor(worker_id)13:factor(category_id)10 100 0 -0.002 0.098 -0.236 -0.001 0.262
factor(worker_id)14:factor(category_id)10 100 0 -0.020 0.086 -0.230 -0.027 0.168
factor(worker_id)15:factor(category_id)10 100 0 -0.001 0.093 -0.233 -0.005 0.222
factor(worker_id)16:factor(category_id)10 100 0 -0.007 0.101 -0.246 -0.015 0.237
factor(worker_id)17:factor(category_id)10 100 0 -0.014 0.087 -0.233 -0.018 0.270
factor(worker_id)18:factor(category_id)10 100 0 -0.009 0.088 -0.196 -0.010 0.199
factor(worker_id)19:factor(category_id)10 100 0 -0.016 0.092 -0.214 -0.017 0.208
factor(worker_id)20:factor(category_id)10 100 0 -0.005 0.092 -0.191 -0.010 0.231

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.67
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(category_id)2 0
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 1
factor(worker_id)4:factor(category_id)2 1
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)6:factor(category_id)2 1
factor(worker_id)7:factor(category_id)2 1
factor(worker_id)8:factor(category_id)2 1
factor(worker_id)9:factor(category_id)2 1
factor(worker_id)10:factor(category_id)2 1
factor(worker_id)11:factor(category_id)2 1
factor(worker_id)12:factor(category_id)2 1
factor(worker_id)13:factor(category_id)2 1
factor(worker_id)14:factor(category_id)2 1
factor(worker_id)15:factor(category_id)2 1
factor(worker_id)16:factor(category_id)2 1
factor(worker_id)17:factor(category_id)2 1
factor(worker_id)18:factor(category_id)2 1
factor(worker_id)19:factor(category_id)2 1
factor(worker_id)20:factor(category_id)2 1
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)3:factor(category_id)3 1
factor(worker_id)4:factor(category_id)3 1
factor(worker_id)5:factor(category_id)3 1
factor(worker_id)6:factor(category_id)3 1
factor(worker_id)7:factor(category_id)3 1
factor(worker_id)8:factor(category_id)3 1
factor(worker_id)9:factor(category_id)3 1
factor(worker_id)10:factor(category_id)3 1
factor(worker_id)11:factor(category_id)3 1
factor(worker_id)12:factor(category_id)3 1
factor(worker_id)13:factor(category_id)3 1
factor(worker_id)14:factor(category_id)3 0
factor(worker_id)15:factor(category_id)3 0.46
factor(worker_id)16:factor(category_id)3 1
factor(worker_id)17:factor(category_id)3 1
factor(worker_id)18:factor(category_id)3 1
factor(worker_id)19:factor(category_id)3 1
factor(worker_id)20:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)3:factor(category_id)4 1
factor(worker_id)4:factor(category_id)4 1
factor(worker_id)5:factor(category_id)4 1
factor(worker_id)6:factor(category_id)4 1
factor(worker_id)7:factor(category_id)4 1
factor(worker_id)8:factor(category_id)4 1
factor(worker_id)9:factor(category_id)4 1
factor(worker_id)10:factor(category_id)4 1
factor(worker_id)11:factor(category_id)4 1
factor(worker_id)12:factor(category_id)4 0
factor(worker_id)13:factor(category_id)4 1
factor(worker_id)14:factor(category_id)4 0
factor(worker_id)15:factor(category_id)4 1
factor(worker_id)16:factor(category_id)4 1
factor(worker_id)17:factor(category_id)4 1
factor(worker_id)18:factor(category_id)4 1
factor(worker_id)19:factor(category_id)4 0
factor(worker_id)20:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 1
factor(worker_id)5:factor(category_id)5 1
factor(worker_id)6:factor(category_id)5 1
factor(worker_id)7:factor(category_id)5 1
factor(worker_id)8:factor(category_id)5 1
factor(worker_id)9:factor(category_id)5 1
factor(worker_id)10:factor(category_id)5 1
factor(worker_id)11:factor(category_id)5 0.94
factor(worker_id)12:factor(category_id)5 1
factor(worker_id)13:factor(category_id)5 1
factor(worker_id)14:factor(category_id)5 0
factor(worker_id)15:factor(category_id)5 0
factor(worker_id)16:factor(category_id)5 1
factor(worker_id)17:factor(category_id)5 0
factor(worker_id)18:factor(category_id)5 1
factor(worker_id)19:factor(category_id)5 1
factor(worker_id)20:factor(category_id)5 1
factor(worker_id)2:factor(category_id)6 1
factor(worker_id)3:factor(category_id)6 1
factor(worker_id)4:factor(category_id)6 1
factor(worker_id)5:factor(category_id)6 1
factor(worker_id)6:factor(category_id)6 1
factor(worker_id)7:factor(category_id)6 0
factor(worker_id)8:factor(category_id)6 1
factor(worker_id)9:factor(category_id)6 1
factor(worker_id)10:factor(category_id)6 1
factor(worker_id)11:factor(category_id)6 1
factor(worker_id)12:factor(category_id)6 1
factor(worker_id)13:factor(category_id)6 1
factor(worker_id)14:factor(category_id)6 0
factor(worker_id)15:factor(category_id)6 0.98
factor(worker_id)16:factor(category_id)6 1
factor(worker_id)17:factor(category_id)6 1
factor(worker_id)18:factor(category_id)6 1
factor(worker_id)19:factor(category_id)6 0
factor(worker_id)20:factor(category_id)6 1
factor(worker_id)2:factor(category_id)7 1
factor(worker_id)3:factor(category_id)7 0
factor(worker_id)4:factor(category_id)7 1
factor(worker_id)5:factor(category_id)7 0
factor(worker_id)6:factor(category_id)7 0
factor(worker_id)7:factor(category_id)7 0
factor(worker_id)8:factor(category_id)7 1
factor(worker_id)9:factor(category_id)7 0
factor(worker_id)10:factor(category_id)7 1
factor(worker_id)11:factor(category_id)7 0
factor(worker_id)12:factor(category_id)7 0
factor(worker_id)13:factor(category_id)7 1
factor(worker_id)14:factor(category_id)7 0
factor(worker_id)15:factor(category_id)7 0
factor(worker_id)16:factor(category_id)7 1
factor(worker_id)17:factor(category_id)7 0
factor(worker_id)18:factor(category_id)7 1
factor(worker_id)19:factor(category_id)7 0
factor(worker_id)20:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 0
factor(worker_id)5:factor(category_id)8 1
factor(worker_id)6:factor(category_id)8 1
factor(worker_id)7:factor(category_id)8 0.02
factor(worker_id)8:factor(category_id)8 1
factor(worker_id)9:factor(category_id)8 0
factor(worker_id)10:factor(category_id)8 1
factor(worker_id)11:factor(category_id)8 0.98
factor(worker_id)12:factor(category_id)8 1
factor(worker_id)13:factor(category_id)8 1
factor(worker_id)14:factor(category_id)8 0
factor(worker_id)15:factor(category_id)8 0
factor(worker_id)16:factor(category_id)8 1
factor(worker_id)17:factor(category_id)8 0.21
factor(worker_id)18:factor(category_id)8 0
factor(worker_id)19:factor(category_id)8 0.64
factor(worker_id)20:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0.19
factor(worker_id)3:factor(category_id)9 0
factor(worker_id)4:factor(category_id)9 1
factor(worker_id)5:factor(category_id)9 1
factor(worker_id)6:factor(category_id)9 1
factor(worker_id)7:factor(category_id)9 1
factor(worker_id)8:factor(category_id)9 0
factor(worker_id)9:factor(category_id)9 0
factor(worker_id)10:factor(category_id)9 0.04
factor(worker_id)11:factor(category_id)9 1
factor(worker_id)12:factor(category_id)9 0
factor(worker_id)13:factor(category_id)9 0
factor(worker_id)14:factor(category_id)9 0
factor(worker_id)15:factor(category_id)9 0
factor(worker_id)16:factor(category_id)9 1
factor(worker_id)17:factor(category_id)9 0
factor(worker_id)18:factor(category_id)9 0
factor(worker_id)19:factor(category_id)9 0
factor(worker_id)20:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 1
factor(worker_id)3:factor(category_id)10 1
factor(worker_id)4:factor(category_id)10 1
factor(worker_id)5:factor(category_id)10 1
factor(worker_id)6:factor(category_id)10 1
factor(worker_id)7:factor(category_id)10 1
factor(worker_id)8:factor(category_id)10 1
factor(worker_id)9:factor(category_id)10 1
factor(worker_id)10:factor(category_id)10 1
factor(worker_id)11:factor(category_id)10 1
factor(worker_id)12:factor(category_id)10 1
factor(worker_id)13:factor(category_id)10 1
factor(worker_id)14:factor(category_id)10 1
factor(worker_id)15:factor(category_id)10 1
factor(worker_id)16:factor(category_id)10 1
factor(worker_id)17:factor(category_id)10 1
factor(worker_id)18:factor(category_id)10 1
factor(worker_id)19:factor(category_id)10 1
factor(worker_id)20:factor(category_id)10 1

Significant match effect number = 124 out of 171

worker=2 category=2 data

num_process = 10, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.020 0.311 -0.798 -0.041 0.844
factor(worker_id)2 100 0 0.020 0.451 -1.077 0.058 1.131
factor(category_id)2 100 0 0.042 0.461 -1.205 0.093 1.119
factor(worker_id)2:factor(category_id)2 100 0 -0.041 0.690 -1.634 -0.028 2.130

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 0

Significant match effect number = 0 out of 1

num_process = 20, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.050 0.211 -0.512 -0.054 0.472
factor(worker_id)2 100 0 0.073 0.324 -0.688 0.094 0.692
factor(category_id)2 100 0 0.033 0.282 -0.868 0.027 0.727
factor(worker_id)2:factor(category_id)2 100 0 -0.064 0.444 -1.116 -0.012 0.808

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.93
factor(category_id)2 0.98
factor(worker_id)2:factor(category_id)2 0

Significant match effect number = 0 out of 1

num_process = 30, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.011 0.178 -0.520 0.009 0.470
factor(worker_id)2 100 0 -0.004 0.251 -0.604 -0.005 0.638
factor(category_id)2 100 0 -0.014 0.274 -0.598 -0.023 0.717
factor(worker_id)2:factor(category_id)2 100 0 0.026 0.385 -0.937 0.040 0.823

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.96
factor(category_id)2 0
factor(worker_id)2:factor(category_id)2 1

Significant match effect number = 1 out of 1

num_process = 40, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.012 0.159 -0.399 -0.029 0.288
factor(worker_id)2 100 0 -0.010 0.207 -0.448 0.000 0.562
factor(category_id)2 100 0 0.014 0.223 -0.580 0.009 0.491
factor(worker_id)2:factor(category_id)2 100 0 0.014 0.319 -0.873 0.025 0.699

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 0.03

Significant match effect number = 0 out of 1

num_process = 50, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.000 0.142 -0.368 0.000 0.326
factor(worker_id)2 100 0 -0.015 0.189 -0.531 -0.033 0.561
factor(category_id)2 100 0 -0.018 0.209 -0.501 -0.029 0.437
factor(worker_id)2:factor(category_id)2 100 0 0.034 0.261 -0.797 0.063 0.553

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.2
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 0

Significant match effect number = 0 out of 1

num_process = 100, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.006 0.096 -0.262 -0.002 0.327
factor(worker_id)2 100 0 0.026 0.142 -0.530 0.042 0.320
factor(category_id)2 100 0 -0.008 0.149 -0.398 -0.009 0.430
factor(worker_id)2:factor(category_id)2 100 0 -0.012 0.215 -0.512 -0.016 0.611

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.99
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 0.97

Significant match effect number = 1 out of 1

num_process = 500, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.007 0.044 -0.121 -0.008 0.108
factor(worker_id)2 100 0 0.010 0.060 -0.184 0.010 0.141
factor(category_id)2 100 0 0.012 0.064 -0.124 0.009 0.179
factor(worker_id)2:factor(category_id)2 100 0 -0.015 0.090 -0.267 -0.015 0.203

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(category_id)2 0
factor(worker_id)2:factor(category_id)2 1

Significant match effect number = 1 out of 1

worker=2 category=5 data

num_process = 10, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.053 0.327 -0.861 -0.053 0.878
factor(worker_id)2 100 0 0.115 0.479 -1.026 0.102 1.335
factor(category_id)2 100 0 0.052 0.439 -1.364 0.080 1.160
factor(category_id)3 100 0 0.017 0.436 -0.953 -0.008 1.235
factor(category_id)4 100 0 0.034 0.434 -1.271 0.083 0.996
factor(category_id)5 100 0 0.033 0.477 -1.224 0.000 1.023
factor(worker_id)2:factor(category_id)2 100 0 -0.107 0.641 -1.759 -0.099 1.642
factor(worker_id)2:factor(category_id)3 100 0 -0.083 0.685 -1.643 0.080 1.123
factor(worker_id)2:factor(category_id)4 100 0 -0.092 0.665 -1.672 -0.082 1.485
factor(worker_id)2:factor(category_id)5 100 0 -0.099 0.712 -1.974 -0.092 1.413

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.85
factor(category_id)2 0.43
factor(category_id)3 0.99
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0.08
factor(worker_id)2:factor(category_id)3 0.53
factor(worker_id)2:factor(category_id)4 0.14
factor(worker_id)2:factor(category_id)5 0.58

Significant match effect number = 0 out of 4

num_process = 20, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.025 0.228 -0.510 -0.035 0.503
factor(worker_id)2 100 0 0.034 0.296 -0.651 0.063 0.716
factor(category_id)2 100 0 0.033 0.325 -0.883 0.047 0.826
factor(category_id)3 100 0 0.056 0.294 -0.489 0.010 0.842
factor(category_id)4 100 0 0.025 0.285 -0.659 0.009 0.934
factor(category_id)5 100 0 0.036 0.349 -0.736 0.032 0.728
factor(worker_id)2:factor(category_id)2 100 0 -0.055 0.407 -1.174 -0.088 0.759
factor(worker_id)2:factor(category_id)3 100 0 -0.020 0.421 -1.013 0.026 0.727
factor(worker_id)2:factor(category_id)4 100 0 -0.040 0.428 -1.057 -0.003 1.147
factor(worker_id)2:factor(category_id)5 100 0 -0.083 0.492 -1.181 -0.080 1.108

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.04
factor(category_id)2 0.19
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0.6
factor(worker_id)2:factor(category_id)3 0.04
factor(worker_id)2:factor(category_id)4 0.38
factor(worker_id)2:factor(category_id)5 1

Significant match effect number = 1 out of 4

num_process = 30, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.012 0.180 -0.506 -0.012 0.376
factor(worker_id)2 100 0 -0.012 0.281 -0.638 -0.005 0.704
factor(category_id)2 100 0 0.016 0.265 -0.605 0.018 0.534
factor(category_id)3 100 0 -0.007 0.249 -0.524 -0.044 0.653
factor(category_id)4 100 0 -0.002 0.249 -0.619 0.009 0.625
factor(category_id)5 100 0 0.008 0.244 -0.613 0.012 0.609
factor(worker_id)2:factor(category_id)2 100 0 0.042 0.382 -0.922 0.063 1.057
factor(worker_id)2:factor(category_id)3 100 0 0.043 0.401 -0.761 0.066 1.070
factor(worker_id)2:factor(category_id)4 100 0 0.009 0.395 -1.227 0.033 0.867
factor(worker_id)2:factor(category_id)5 100 0 -0.007 0.372 -0.934 0.029 0.932

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(category_id)2 0.79
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0.15
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0.26

Significant match effect number = 0 out of 4

num_process = 40, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.002 0.155 -0.375 -0.002 0.314
factor(worker_id)2 100 0 0.024 0.241 -0.496 0.024 0.608
factor(category_id)2 100 0 -0.018 0.207 -0.702 -0.006 0.465
factor(category_id)3 100 0 -0.024 0.226 -0.454 -0.028 0.649
factor(category_id)4 100 0 -0.001 0.208 -0.506 -0.023 0.492
factor(category_id)5 100 0 0.003 0.229 -0.600 0.008 0.530
factor(worker_id)2:factor(category_id)2 100 0 0.012 0.327 -0.709 -0.001 0.886
factor(worker_id)2:factor(category_id)3 100 0 -0.018 0.315 -1.036 -0.029 0.554
factor(worker_id)2:factor(category_id)4 100 0 -0.004 0.313 -0.759 0.016 0.953
factor(worker_id)2:factor(category_id)5 100 0 -0.009 0.308 -0.632 -0.010 0.827

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(category_id)2 0
factor(category_id)3 0.26
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 1

Significant match effect number = 4 out of 4

num_process = 50, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.006 0.146 -0.382 0.005 0.359
factor(worker_id)2 100 0 -0.004 0.202 -0.534 -0.014 0.412
factor(category_id)2 100 0 -0.007 0.186 -0.506 0.004 0.402
factor(category_id)3 100 0 -0.018 0.206 -0.495 0.010 0.506
factor(category_id)4 100 0 -0.012 0.200 -0.448 -0.006 0.441
factor(category_id)5 100 0 -0.004 0.192 -0.464 0.004 0.484
factor(worker_id)2:factor(category_id)2 100 0 0.021 0.272 -0.736 0.032 0.695
factor(worker_id)2:factor(category_id)3 100 0 0.027 0.303 -0.648 0.014 0.793
factor(worker_id)2:factor(category_id)4 100 0 0.026 0.277 -0.601 0.054 0.748
factor(worker_id)2:factor(category_id)5 100 0 0.013 0.271 -0.797 0.016 0.684

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 0.84
factor(worker_id)2:factor(category_id)5 0

Significant match effect number = 2 out of 4

num_process = 100, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.009 0.102 -0.250 -0.004 0.283
factor(worker_id)2 100 0 0.022 0.149 -0.321 0.018 0.494
factor(category_id)2 100 0 -0.005 0.136 -0.296 0.006 0.368
factor(category_id)3 100 0 0.008 0.140 -0.358 0.006 0.359
factor(category_id)4 100 0 0.007 0.142 -0.364 0.015 0.298
factor(category_id)5 100 0 0.018 0.140 -0.345 0.030 0.324
factor(worker_id)2:factor(category_id)2 100 0 -0.008 0.201 -0.565 -0.018 0.383
factor(worker_id)2:factor(category_id)3 100 0 -0.032 0.217 -0.579 -0.067 0.589
factor(worker_id)2:factor(category_id)4 100 0 -0.021 0.183 -0.583 -0.006 0.415
factor(worker_id)2:factor(category_id)5 100 0 -0.044 0.189 -0.585 -0.061 0.478

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0

Significant match effect number = 0 out of 4

num_process = 500, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.003 0.044 -0.100 -0.007 0.105
factor(worker_id)2 100 0 0.001 0.058 -0.130 0.000 0.150
factor(category_id)2 100 0 0.002 0.055 -0.127 0.001 0.179
factor(category_id)3 100 0 0.002 0.067 -0.157 0.002 0.155
factor(category_id)4 100 0 0.002 0.059 -0.139 -0.004 0.208
factor(category_id)5 100 0 0.005 0.068 -0.163 0.007 0.163
factor(worker_id)2:factor(category_id)2 100 0 0.000 0.077 -0.165 -0.006 0.191
factor(worker_id)2:factor(category_id)3 100 0 -0.006 0.079 -0.230 -0.007 0.171
factor(worker_id)2:factor(category_id)4 100 0 0.005 0.082 -0.184 0.006 0.199
factor(worker_id)2:factor(category_id)5 100 0 -0.003 0.088 -0.213 -0.002 0.202

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)2:factor(category_id)3 0.01
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 1

Significant match effect number = 3 out of 4

worker=2 category=10 data

num_process = 10, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.042 0.335 -0.671 0.031 0.816
factor(worker_id)2 100 0 -0.053 0.484 -2.214 -0.013 1.249
factor(category_id)2 100 0 -0.063 0.454 -1.317 -0.029 1.126
factor(category_id)3 100 0 -0.078 0.501 -1.305 -0.061 0.981
factor(category_id)4 100 0 -0.077 0.463 -1.316 -0.094 0.875
factor(category_id)5 100 0 -0.007 0.429 -1.299 0.009 1.110
factor(category_id)6 100 0 -0.003 0.513 -1.022 0.013 1.051
factor(category_id)7 100 0 0.007 0.442 -0.903 0.009 1.227
factor(category_id)8 100 0 -0.108 0.483 -1.205 -0.093 1.010
factor(category_id)9 100 0 -0.032 0.447 -1.352 -0.069 1.042
factor(category_id)10 100 0 -0.020 0.472 -1.180 -0.039 0.906
factor(worker_id)2:factor(category_id)2 100 0 0.046 0.646 -1.551 0.088 1.890
factor(worker_id)2:factor(category_id)3 100 0 0.087 0.726 -1.284 0.018 2.944
factor(worker_id)2:factor(category_id)4 100 0 0.059 0.691 -1.449 0.021 2.671
factor(worker_id)2:factor(category_id)5 100 0 -0.010 0.642 -1.565 -0.072 2.257
factor(worker_id)2:factor(category_id)6 100 0 0.005 0.629 -1.273 -0.022 2.603
factor(worker_id)2:factor(category_id)7 100 0 -0.009 0.660 -2.236 -0.024 1.574
factor(worker_id)2:factor(category_id)8 100 0 0.124 0.698 -1.359 0.020 2.577
factor(worker_id)2:factor(category_id)9 100 0 0.009 0.619 -1.415 0.022 2.365
factor(worker_id)2:factor(category_id)10 100 0 0.033 0.655 -1.134 -0.045 2.577

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.9
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0.02
factor(worker_id)2:factor(category_id)5 0.48
factor(worker_id)2:factor(category_id)6 0.01
factor(worker_id)2:factor(category_id)7 0.32
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0.23
factor(worker_id)2:factor(category_id)10 0

Significant match effect number = 0 out of 9

num_process = 20, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.003 0.233 -0.661 0.000 0.507
factor(worker_id)2 100 0 -0.021 0.288 -0.742 -0.024 0.689
factor(category_id)2 100 0 0.031 0.351 -1.040 0.069 0.839
factor(category_id)3 100 0 -0.012 0.341 -1.052 0.004 0.829
factor(category_id)4 100 0 -0.017 0.309 -0.708 -0.014 0.966
factor(category_id)5 100 0 -0.001 0.338 -0.838 0.006 0.801
factor(category_id)6 100 0 -0.067 0.311 -0.847 -0.060 0.680
factor(category_id)7 100 0 -0.009 0.326 -0.823 -0.001 0.846
factor(category_id)8 100 0 -0.020 0.319 -0.805 0.005 0.745
factor(category_id)9 100 0 -0.056 0.363 -0.925 -0.058 0.891
factor(category_id)10 100 0 0.003 0.322 -0.857 0.027 0.777
factor(worker_id)2:factor(category_id)2 100 0 0.017 0.424 -1.171 -0.012 1.219
factor(worker_id)2:factor(category_id)3 100 0 0.038 0.398 -0.821 0.001 1.286
factor(worker_id)2:factor(category_id)4 100 0 0.017 0.418 -0.954 0.045 1.055
factor(worker_id)2:factor(category_id)5 100 0 0.046 0.404 -1.350 0.061 0.908
factor(worker_id)2:factor(category_id)6 100 0 0.064 0.416 -0.955 0.051 0.978
factor(worker_id)2:factor(category_id)7 100 0 0.081 0.419 -1.085 0.089 1.100
factor(worker_id)2:factor(category_id)8 100 0 0.037 0.428 -0.913 0.018 1.100
factor(worker_id)2:factor(category_id)9 100 0 0.092 0.434 -1.054 0.103 1.161
factor(worker_id)2:factor(category_id)10 100 0 0.032 0.418 -0.978 0.034 0.942

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(category_id)2 0.7
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 0.02
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0.64
factor(worker_id)2:factor(category_id)6 0.12
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0

Significant match effect number = 0 out of 9

num_process = 30, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.038 0.194 -0.337 0.035 0.603
factor(worker_id)2 100 0 -0.049 0.306 -0.691 -0.082 0.768
factor(category_id)2 100 0 -0.028 0.265 -0.972 -0.059 0.668
factor(category_id)3 100 0 -0.051 0.246 -0.567 -0.036 0.725
factor(category_id)4 100 0 -0.032 0.292 -0.770 -0.056 0.777
factor(category_id)5 100 0 -0.023 0.263 -0.986 -0.001 0.473
factor(category_id)6 100 0 -0.036 0.277 -0.727 -0.072 0.753
factor(category_id)7 100 0 -0.030 0.256 -0.661 -0.015 0.530
factor(category_id)8 100 0 -0.027 0.280 -0.760 0.002 0.584
factor(category_id)9 100 0 -0.054 0.253 -0.544 -0.077 0.879
factor(category_id)10 100 0 -0.057 0.273 -0.750 -0.057 0.741
factor(worker_id)2:factor(category_id)2 100 0 0.042 0.383 -1.145 0.068 1.071
factor(worker_id)2:factor(category_id)3 100 0 0.059 0.412 -0.926 0.104 1.144
factor(worker_id)2:factor(category_id)4 100 0 0.047 0.415 -1.074 0.073 0.811
factor(worker_id)2:factor(category_id)5 100 0 0.010 0.392 -0.876 0.041 1.231
factor(worker_id)2:factor(category_id)6 100 0 0.058 0.410 -1.178 0.078 0.899
factor(worker_id)2:factor(category_id)7 100 0 0.083 0.410 -0.865 0.104 0.914
factor(worker_id)2:factor(category_id)8 100 0 0.069 0.424 -0.844 0.087 1.110
factor(worker_id)2:factor(category_id)9 100 0 0.050 0.433 -1.056 0.122 0.940
factor(worker_id)2:factor(category_id)10 100 0 0.065 0.435 -1.484 0.059 1.027

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.99
factor(category_id)2 0.29
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 0.99
factor(worker_id)2:factor(category_id)3 0.12
factor(worker_id)2:factor(category_id)4 0.02
factor(worker_id)2:factor(category_id)5 0.83
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0.75
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0.98

Significant match effect number = 3 out of 9

num_process = 40, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.017 0.154 -0.338 -0.032 0.416
factor(worker_id)2 100 0 0.048 0.209 -0.330 0.020 0.650
factor(category_id)2 100 0 0.046 0.213 -0.412 0.047 0.611
factor(category_id)3 100 0 0.007 0.223 -0.550 0.025 0.477
factor(category_id)4 100 0 0.027 0.189 -0.394 0.038 0.406
factor(category_id)5 100 0 0.013 0.230 -0.572 0.027 0.612
factor(category_id)6 100 0 0.030 0.226 -0.566 0.017 0.673
factor(category_id)7 100 0 0.027 0.227 -0.654 0.041 0.656
factor(category_id)8 100 0 0.030 0.240 -0.566 0.042 0.539
factor(category_id)9 100 0 0.020 0.217 -0.563 0.030 0.505
factor(category_id)10 100 0 0.027 0.224 -0.574 0.022 0.489
factor(worker_id)2:factor(category_id)2 100 0 -0.121 0.295 -0.946 -0.096 0.557
factor(worker_id)2:factor(category_id)3 100 0 -0.038 0.313 -1.101 -0.044 0.680
factor(worker_id)2:factor(category_id)4 100 0 -0.060 0.262 -0.665 -0.025 0.694
factor(worker_id)2:factor(category_id)5 100 0 -0.029 0.303 -0.949 -0.034 0.631
factor(worker_id)2:factor(category_id)6 100 0 -0.067 0.311 -0.961 -0.024 0.751
factor(worker_id)2:factor(category_id)7 100 0 -0.082 0.306 -0.888 -0.047 0.641
factor(worker_id)2:factor(category_id)8 100 0 -0.070 0.325 -0.934 -0.079 0.650
factor(worker_id)2:factor(category_id)9 100 0 -0.021 0.320 -1.097 0.000 0.757
factor(worker_id)2:factor(category_id)10 100 0 -0.038 0.294 -0.763 -0.035 0.759

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.93
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 0.75
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0.99
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 1
factor(worker_id)2:factor(category_id)10 0

Significant match effect number = 3 out of 9

num_process = 50, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.034 0.125 -0.267 0.043 0.349
factor(worker_id)2 100 0 -0.002 0.178 -0.409 0.011 0.452
factor(category_id)2 100 0 -0.017 0.194 -0.372 -0.025 0.574
factor(category_id)3 100 0 -0.011 0.186 -0.475 -0.023 0.436
factor(category_id)4 100 0 -0.058 0.177 -0.447 -0.069 0.464
factor(category_id)5 100 0 -0.019 0.173 -0.465 -0.010 0.388
factor(category_id)6 100 0 -0.025 0.197 -0.595 -0.003 0.477
factor(category_id)7 100 0 -0.041 0.197 -0.511 -0.023 0.546
factor(category_id)8 100 0 -0.055 0.199 -0.510 -0.069 0.441
factor(category_id)9 100 0 -0.024 0.202 -0.431 -0.057 0.425
factor(category_id)10 100 0 -0.056 0.182 -0.532 -0.057 0.299
factor(worker_id)2:factor(category_id)2 100 0 -0.028 0.259 -0.651 -0.016 0.510
factor(worker_id)2:factor(category_id)3 100 0 -0.046 0.272 -0.668 -0.038 0.615
factor(worker_id)2:factor(category_id)4 100 0 0.045 0.242 -0.643 0.056 0.660
factor(worker_id)2:factor(category_id)5 100 0 0.006 0.253 -0.631 0.022 0.614
factor(worker_id)2:factor(category_id)6 100 0 0.008 0.292 -0.610 0.020 1.098
factor(worker_id)2:factor(category_id)7 100 0 0.001 0.264 -0.902 -0.006 0.738
factor(worker_id)2:factor(category_id)8 100 0 0.026 0.279 -0.817 0.002 0.647
factor(worker_id)2:factor(category_id)9 100 0 0.002 0.276 -0.713 -0.001 0.664
factor(worker_id)2:factor(category_id)10 100 0 0.024 0.260 -0.502 0.025 0.709

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0.01
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 1

Significant match effect number = 2 out of 9

num_process = 100, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.006 0.102 -0.290 -0.016 0.302
factor(worker_id)2 100 0 0.004 0.144 -0.380 0.006 0.436
factor(category_id)2 100 0 -0.006 0.145 -0.432 -0.005 0.376
factor(category_id)3 100 0 0.019 0.135 -0.306 0.009 0.400
factor(category_id)4 100 0 0.031 0.147 -0.477 0.030 0.461
factor(category_id)5 100 0 0.013 0.145 -0.321 0.015 0.423
factor(category_id)6 100 0 0.005 0.132 -0.400 -0.006 0.374
factor(category_id)7 100 0 0.006 0.147 -0.535 0.030 0.376
factor(category_id)8 100 0 0.003 0.151 -0.369 0.008 0.385
factor(category_id)9 100 0 0.010 0.133 -0.264 -0.018 0.442
factor(category_id)10 100 0 0.019 0.146 -0.373 0.005 0.456
factor(worker_id)2:factor(category_id)2 100 0 -0.002 0.199 -0.771 -0.002 0.479
factor(worker_id)2:factor(category_id)3 100 0 -0.026 0.219 -0.725 -0.019 0.471
factor(worker_id)2:factor(category_id)4 100 0 -0.032 0.206 -0.540 -0.053 0.442
factor(worker_id)2:factor(category_id)5 100 0 -0.012 0.179 -0.402 -0.006 0.477
factor(worker_id)2:factor(category_id)6 100 0 0.016 0.205 -0.534 0.013 0.477
factor(worker_id)2:factor(category_id)7 100 0 -0.012 0.227 -0.648 -0.006 0.919
factor(worker_id)2:factor(category_id)8 100 0 -0.016 0.214 -0.655 0.004 0.452
factor(worker_id)2:factor(category_id)9 100 0 -0.003 0.196 -0.581 0.035 0.428
factor(worker_id)2:factor(category_id)10 100 0 -0.016 0.201 -0.532 -0.025 0.385

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0.75
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 1
factor(worker_id)2:factor(category_id)7 0.01
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 1
factor(worker_id)2:factor(category_id)10 0.36

Significant match effect number = 2 out of 9

num_process = 500, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.002 0.046 -0.127 0.005 0.100
factor(worker_id)2 100 0 0.002 0.059 -0.126 0.002 0.131
factor(category_id)2 100 0 0.007 0.065 -0.123 0.008 0.189
factor(category_id)3 100 0 -0.009 0.068 -0.182 -0.006 0.141
factor(category_id)4 100 0 -0.006 0.065 -0.136 -0.005 0.146
factor(category_id)5 100 0 -0.007 0.062 -0.156 -0.008 0.197
factor(category_id)6 100 0 -0.009 0.056 -0.133 -0.006 0.114
factor(category_id)7 100 0 -0.005 0.064 -0.173 -0.004 0.124
factor(category_id)8 100 0 -0.001 0.067 -0.154 -0.004 0.144
factor(category_id)9 100 0 0.002 0.058 -0.116 0.002 0.129
factor(category_id)10 100 0 0.001 0.064 -0.142 0.007 0.136
factor(worker_id)2:factor(category_id)2 100 0 -0.009 0.087 -0.233 -0.002 0.187
factor(worker_id)2:factor(category_id)3 100 0 -0.001 0.090 -0.217 0.005 0.209
factor(worker_id)2:factor(category_id)4 100 0 -0.003 0.085 -0.234 -0.003 0.249
factor(worker_id)2:factor(category_id)5 100 0 0.010 0.082 -0.165 0.002 0.207
factor(worker_id)2:factor(category_id)6 100 0 0.004 0.079 -0.210 0.000 0.184
factor(worker_id)2:factor(category_id)7 100 0 0.006 0.086 -0.182 0.004 0.207
factor(worker_id)2:factor(category_id)8 100 0 0.005 0.088 -0.203 0.011 0.215
factor(worker_id)2:factor(category_id)9 100 0 -0.017 0.085 -0.270 -0.010 0.183
factor(worker_id)2:factor(category_id)10 100 0 -0.006 0.090 -0.242 -0.012 0.225

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)2:factor(category_id)6 1
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 1
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 1

Significant match effect number = 5 out of 9

worker=2 category=20 data

num_process = 10, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.039 0.337 -0.666 0.041 0.800
factor(worker_id)2 100 0 -0.097 0.426 -1.293 -0.075 1.086
factor(category_id)2 100 0 0.019 0.443 -0.962 0.026 1.331
factor(category_id)3 100 0 -0.102 0.482 -1.332 -0.160 1.037
factor(category_id)4 100 0 -0.057 0.457 -1.035 -0.056 0.901
factor(category_id)5 100 0 -0.040 0.505 -1.196 -0.076 1.385
factor(category_id)6 100 0 -0.041 0.427 -0.932 -0.005 1.224
factor(category_id)7 100 0 -0.047 0.498 -1.205 -0.069 1.255
factor(category_id)8 100 0 -0.072 0.475 -1.378 -0.173 1.135
factor(category_id)9 100 0 -0.019 0.515 -1.178 -0.060 0.942
factor(category_id)10 100 0 -0.054 0.497 -1.199 -0.050 1.172
factor(category_id)11 100 0 -0.098 0.435 -0.891 -0.146 0.871
factor(category_id)12 100 0 -0.057 0.487 -1.219 -0.042 1.044
factor(category_id)13 100 0 0.017 0.477 -1.138 -0.080 1.182
factor(category_id)14 100 0 -0.104 0.466 -1.170 -0.098 0.998
factor(category_id)15 100 0 -0.047 0.484 -0.967 -0.037 1.109
factor(category_id)16 100 0 0.007 0.481 -1.154 0.045 0.901
factor(category_id)17 100 0 -0.040 0.494 -1.605 -0.037 1.023
factor(category_id)18 100 0 -0.055 0.491 -0.965 -0.088 1.103
factor(category_id)19 100 0 -0.049 0.436 -1.186 -0.098 1.391
factor(category_id)20 100 0 -0.042 0.472 -1.103 -0.079 0.964
factor(worker_id)2:factor(category_id)2 100 0 0.052 0.567 -1.877 0.085 1.631
factor(worker_id)2:factor(category_id)3 100 0 0.172 0.621 -1.470 0.131 1.677
factor(worker_id)2:factor(category_id)4 100 0 0.145 0.589 -1.255 0.064 1.463
factor(worker_id)2:factor(category_id)5 100 0 0.057 0.618 -1.674 0.096 1.579
factor(worker_id)2:factor(category_id)6 100 0 0.119 0.584 -1.204 0.130 1.557
factor(worker_id)2:factor(category_id)7 100 0 0.057 0.724 -1.499 0.088 1.899
factor(worker_id)2:factor(category_id)8 100 0 0.149 0.566 -1.396 0.126 1.313
factor(worker_id)2:factor(category_id)9 100 0 0.044 0.694 -1.598 0.120 2.211
factor(worker_id)2:factor(category_id)10 100 0 0.057 0.659 -1.296 0.101 1.437
factor(worker_id)2:factor(category_id)11 100 0 0.168 0.609 -1.458 0.174 1.461
factor(worker_id)2:factor(category_id)12 100 0 0.126 0.643 -1.325 0.153 1.761
factor(worker_id)2:factor(category_id)13 100 0 -0.015 0.632 -1.712 -0.012 1.267
factor(worker_id)2:factor(category_id)14 100 0 0.186 0.593 -1.604 0.174 1.656
factor(worker_id)2:factor(category_id)15 100 0 0.097 0.635 -1.408 0.146 1.525
factor(worker_id)2:factor(category_id)16 100 0 0.033 0.612 -1.535 0.027 1.562
factor(worker_id)2:factor(category_id)17 100 0 0.104 0.724 -1.897 0.009 2.382
factor(worker_id)2:factor(category_id)18 100 0 0.111 0.616 -1.724 0.111 1.359
factor(worker_id)2:factor(category_id)19 100 0 0.107 0.600 -1.545 0.116 1.929
factor(worker_id)2:factor(category_id)20 100 0 0.118 0.610 -1.445 0.052 1.479

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.98
factor(category_id)2 0.8
factor(category_id)3 0.99
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0.07
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0.02
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0.13
factor(worker_id)2:factor(category_id)9 0.12
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0
factor(worker_id)2:factor(category_id)12 0.01
factor(worker_id)2:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)2:factor(category_id)16 0
factor(worker_id)2:factor(category_id)17 0.03
factor(worker_id)2:factor(category_id)18 0.97
factor(worker_id)2:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 0

Significant match effect number = 1 out of 19

num_process = 20, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.013 0.206 -0.591 0.003 0.554
factor(worker_id)2 100 0 -0.058 0.308 -0.727 -0.054 0.660
factor(category_id)2 100 0 0.018 0.299 -0.809 0.057 0.675
factor(category_id)3 100 0 -0.014 0.289 -0.711 -0.044 0.929
factor(category_id)4 100 0 -0.021 0.279 -0.733 -0.031 0.637
factor(category_id)5 100 0 0.017 0.326 -0.859 0.066 0.930
factor(category_id)6 100 0 0.035 0.293 -0.788 0.047 0.769
factor(category_id)7 100 0 0.011 0.304 -0.609 0.013 0.926
factor(category_id)8 100 0 0.010 0.308 -0.755 -0.011 0.966
factor(category_id)9 100 0 0.002 0.309 -0.992 0.023 0.824
factor(category_id)10 100 0 0.026 0.348 -0.921 0.060 0.662
factor(category_id)11 100 0 -0.010 0.301 -0.834 -0.021 0.736
factor(category_id)12 100 0 -0.007 0.307 -0.768 -0.011 0.802
factor(category_id)13 100 0 -0.040 0.267 -0.550 -0.037 0.635
factor(category_id)14 100 0 -0.004 0.321 -0.791 -0.036 1.022
factor(category_id)15 100 0 -0.066 0.299 -0.786 -0.041 0.840
factor(category_id)16 100 0 -0.029 0.318 -0.741 -0.011 0.730
factor(category_id)17 100 0 0.012 0.312 -0.766 -0.012 0.714
factor(category_id)18 100 0 -0.011 0.313 -0.834 -0.044 0.787
factor(category_id)19 100 0 -0.005 0.281 -0.608 -0.034 0.758
factor(category_id)20 100 0 -0.054 0.327 -0.856 -0.079 0.724
factor(worker_id)2:factor(category_id)2 100 0 0.041 0.400 -0.928 0.033 1.007
factor(worker_id)2:factor(category_id)3 100 0 0.033 0.458 -1.085 0.055 1.174
factor(worker_id)2:factor(category_id)4 100 0 0.032 0.419 -1.236 0.013 1.091
factor(worker_id)2:factor(category_id)5 100 0 0.017 0.469 -1.613 0.005 0.877
factor(worker_id)2:factor(category_id)6 100 0 -0.016 0.415 -1.139 0.053 1.029
factor(worker_id)2:factor(category_id)7 100 0 0.034 0.435 -1.038 0.036 0.896
factor(worker_id)2:factor(category_id)8 100 0 0.043 0.448 -1.249 0.073 1.039
factor(worker_id)2:factor(category_id)9 100 0 -0.002 0.510 -1.365 0.000 1.245
factor(worker_id)2:factor(category_id)10 100 0 -0.021 0.466 -1.035 -0.045 1.329
factor(worker_id)2:factor(category_id)11 100 0 0.025 0.414 -1.155 0.051 1.139
factor(worker_id)2:factor(category_id)12 100 0 0.052 0.457 -1.248 0.057 1.369
factor(worker_id)2:factor(category_id)13 100 0 0.069 0.418 -0.784 0.011 1.055
factor(worker_id)2:factor(category_id)14 100 0 0.058 0.436 -1.098 0.043 1.038
factor(worker_id)2:factor(category_id)15 100 0 0.108 0.441 -1.030 0.146 1.230
factor(worker_id)2:factor(category_id)16 100 0 0.078 0.422 -1.070 0.093 0.974
factor(worker_id)2:factor(category_id)17 100 0 0.009 0.449 -1.259 0.060 1.212
factor(worker_id)2:factor(category_id)18 100 0 0.047 0.467 -0.847 0.007 1.188
factor(worker_id)2:factor(category_id)19 100 0 -0.005 0.436 -1.235 -0.006 0.991
factor(worker_id)2:factor(category_id)20 100 0 0.138 0.491 -1.250 0.210 1.352

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 0.38
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)2:factor(category_id)16 0.02
factor(worker_id)2:factor(category_id)17 0
factor(worker_id)2:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 0

Significant match effect number = 0 out of 19

num_process = 30, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.015 0.192 -0.518 0.024 0.413
factor(worker_id)2 100 0 -0.017 0.257 -0.624 -0.056 0.549
factor(category_id)2 100 0 -0.007 0.243 -0.568 -0.013 0.635
factor(category_id)3 100 0 0.001 0.268 -0.602 -0.017 0.811
factor(category_id)4 100 0 -0.025 0.246 -0.642 -0.023 0.669
factor(category_id)5 100 0 -0.039 0.274 -0.768 -0.022 0.604
factor(category_id)6 100 0 -0.024 0.271 -0.615 -0.036 0.505
factor(category_id)7 100 0 -0.009 0.267 -0.574 -0.036 0.542
factor(category_id)8 100 0 -0.035 0.262 -0.795 -0.067 0.677
factor(category_id)9 100 0 -0.028 0.286 -0.741 -0.040 0.803
factor(category_id)10 100 0 0.003 0.277 -0.648 -0.028 0.903
factor(category_id)11 100 0 -0.016 0.254 -0.588 -0.036 0.551
factor(category_id)12 100 0 -0.013 0.271 -0.651 -0.033 0.902
factor(category_id)13 100 0 -0.016 0.235 -0.579 -0.030 0.742
factor(category_id)14 100 0 -0.025 0.251 -0.532 -0.001 0.934
factor(category_id)15 100 0 0.004 0.261 -0.522 -0.028 0.859
factor(category_id)16 100 0 -0.014 0.292 -0.614 -0.027 0.734
factor(category_id)17 100 0 -0.019 0.289 -0.715 0.013 0.590
factor(category_id)18 100 0 -0.013 0.259 -0.637 0.015 0.532
factor(category_id)19 100 0 -0.048 0.251 -0.573 -0.030 0.625
factor(category_id)20 100 0 -0.020 0.281 -0.701 0.002 0.972
factor(worker_id)2:factor(category_id)2 100 0 0.018 0.355 -1.145 0.051 0.850
factor(worker_id)2:factor(category_id)3 100 0 -0.020 0.365 -0.724 -0.029 0.809
factor(worker_id)2:factor(category_id)4 100 0 0.036 0.350 -0.912 0.037 0.832
factor(worker_id)2:factor(category_id)5 100 0 0.038 0.338 -0.688 0.024 0.881
factor(worker_id)2:factor(category_id)6 100 0 0.035 0.378 -0.745 0.022 0.940
factor(worker_id)2:factor(category_id)7 100 0 0.039 0.404 -0.966 0.059 0.940
factor(worker_id)2:factor(category_id)8 100 0 0.024 0.368 -1.214 0.041 0.848
factor(worker_id)2:factor(category_id)9 100 0 0.025 0.372 -0.979 0.034 1.065
factor(worker_id)2:factor(category_id)10 100 0 -0.021 0.357 -1.099 0.015 0.590
factor(worker_id)2:factor(category_id)11 100 0 0.043 0.338 -0.694 0.064 0.950
factor(worker_id)2:factor(category_id)12 100 0 0.021 0.376 -0.840 0.030 0.992
factor(worker_id)2:factor(category_id)13 100 0 0.002 0.329 -0.738 -0.012 0.800
factor(worker_id)2:factor(category_id)14 100 0 0.045 0.360 -0.842 0.066 0.988
factor(worker_id)2:factor(category_id)15 100 0 0.012 0.391 -0.988 0.046 1.046
factor(worker_id)2:factor(category_id)16 100 0 0.012 0.369 -0.940 0.051 0.805
factor(worker_id)2:factor(category_id)17 100 0 0.003 0.415 -1.045 0.009 1.004
factor(worker_id)2:factor(category_id)18 100 0 0.026 0.386 -0.879 0.019 0.828
factor(worker_id)2:factor(category_id)19 100 0 0.077 0.340 -0.820 0.075 1.269
factor(worker_id)2:factor(category_id)20 100 0 0.041 0.366 -0.992 0.051 1.011

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 0.02
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(worker_id)2:factor(category_id)2 0.07
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0.03
factor(worker_id)2:factor(category_id)8 0.08
factor(worker_id)2:factor(category_id)9 0.01
factor(worker_id)2:factor(category_id)10 0.98
factor(worker_id)2:factor(category_id)11 1
factor(worker_id)2:factor(category_id)12 0.07
factor(worker_id)2:factor(category_id)13 0.66
factor(worker_id)2:factor(category_id)14 1
factor(worker_id)2:factor(category_id)15 0.12
factor(worker_id)2:factor(category_id)16 0.88
factor(worker_id)2:factor(category_id)17 0.06
factor(worker_id)2:factor(category_id)18 1
factor(worker_id)2:factor(category_id)19 1
factor(worker_id)2:factor(category_id)20 0

Significant match effect number = 9 out of 19

num_process = 40, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.012 0.159 -0.424 -0.001 0.457
factor(worker_id)2 100 0 -0.038 0.225 -0.613 -0.023 0.460
factor(category_id)2 100 0 0.000 0.233 -0.612 0.025 0.620
factor(category_id)3 100 0 -0.035 0.206 -0.466 -0.019 0.397
factor(category_id)4 100 0 -0.041 0.230 -0.645 -0.030 0.528
factor(category_id)5 100 0 -0.024 0.239 -0.538 -0.017 0.531
factor(category_id)6 100 0 -0.004 0.217 -0.522 -0.020 0.435
factor(category_id)7 100 0 -0.006 0.219 -0.550 0.010 0.570
factor(category_id)8 100 0 -0.041 0.227 -0.625 -0.015 0.508
factor(category_id)9 100 0 -0.014 0.211 -0.698 -0.009 0.442
factor(category_id)10 100 0 -0.021 0.223 -0.495 -0.035 0.474
factor(category_id)11 100 0 -0.019 0.221 -0.531 -0.004 0.754
factor(category_id)12 100 0 -0.011 0.212 -0.456 -0.012 0.506
factor(category_id)13 100 0 0.009 0.239 -0.523 -0.006 0.531
factor(category_id)14 100 0 -0.018 0.246 -0.672 -0.060 0.551
factor(category_id)15 100 0 -0.018 0.220 -0.739 -0.007 0.600
factor(category_id)16 100 0 -0.039 0.194 -0.565 -0.040 0.505
factor(category_id)17 100 0 -0.006 0.225 -0.639 0.018 0.601
factor(category_id)18 100 0 -0.016 0.226 -0.685 -0.019 0.440
factor(category_id)19 100 0 -0.022 0.199 -0.534 0.006 0.501
factor(category_id)20 100 0 0.010 0.244 -0.600 0.007 0.679
factor(worker_id)2:factor(category_id)2 100 0 0.030 0.308 -0.776 0.040 0.880
factor(worker_id)2:factor(category_id)3 100 0 0.036 0.276 -0.520 0.028 0.852
factor(worker_id)2:factor(category_id)4 100 0 0.046 0.308 -0.593 0.021 0.735
factor(worker_id)2:factor(category_id)5 100 0 0.049 0.339 -0.690 0.046 1.027
factor(worker_id)2:factor(category_id)6 100 0 0.048 0.315 -0.651 0.021 0.869
factor(worker_id)2:factor(category_id)7 100 0 0.034 0.321 -0.630 0.008 0.923
factor(worker_id)2:factor(category_id)8 100 0 0.059 0.312 -0.634 0.087 0.661
factor(worker_id)2:factor(category_id)9 100 0 0.024 0.320 -0.632 0.041 0.846
factor(worker_id)2:factor(category_id)10 100 0 0.073 0.329 -0.798 0.110 0.909
factor(worker_id)2:factor(category_id)11 100 0 0.078 0.318 -0.594 0.057 0.954
factor(worker_id)2:factor(category_id)12 100 0 0.040 0.318 -0.756 0.045 0.867
factor(worker_id)2:factor(category_id)13 100 0 0.012 0.323 -0.770 0.034 0.831
factor(worker_id)2:factor(category_id)14 100 0 0.052 0.335 -0.821 0.051 0.721
factor(worker_id)2:factor(category_id)15 100 0 0.059 0.319 -0.905 0.055 0.829
factor(worker_id)2:factor(category_id)16 100 0 0.042 0.294 -0.918 0.033 0.670
factor(worker_id)2:factor(category_id)17 100 0 0.022 0.307 -0.825 0.014 0.744
factor(worker_id)2:factor(category_id)18 100 0 0.050 0.302 -0.662 0.047 0.849
factor(worker_id)2:factor(category_id)19 100 0 0.023 0.300 -0.760 0.034 0.671
factor(worker_id)2:factor(category_id)20 100 0 0.002 0.307 -0.831 0.000 0.891

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0.4
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0.42
factor(worker_id)2:factor(category_id)6 0.85
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0.07
factor(worker_id)2:factor(category_id)9 0.05
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 1
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)2:factor(category_id)16 0
factor(worker_id)2:factor(category_id)17 0.9
factor(worker_id)2:factor(category_id)18 0.05
factor(worker_id)2:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 0.02

Significant match effect number = 3 out of 19

num_process = 50, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.007 0.144 -0.370 0.015 0.296
factor(worker_id)2 100 0 -0.016 0.215 -0.669 -0.027 0.515
factor(category_id)2 100 0 0.001 0.177 -0.484 -0.020 0.435
factor(category_id)3 100 0 -0.009 0.188 -0.498 -0.014 0.432
factor(category_id)4 100 0 -0.009 0.182 -0.360 -0.015 0.591
factor(category_id)5 100 0 -0.005 0.223 -0.539 -0.041 0.685
factor(category_id)6 100 0 -0.019 0.186 -0.534 -0.031 0.434
factor(category_id)7 100 0 -0.003 0.197 -0.451 -0.012 0.549
factor(category_id)8 100 0 -0.008 0.182 -0.389 -0.026 0.490
factor(category_id)9 100 0 0.021 0.197 -0.596 0.024 0.556
factor(category_id)10 100 0 0.000 0.214 -0.530 0.011 0.495
factor(category_id)11 100 0 -0.013 0.202 -0.483 -0.023 0.548
factor(category_id)12 100 0 -0.019 0.210 -0.488 -0.004 0.673
factor(category_id)13 100 0 -0.012 0.202 -0.505 0.004 0.520
factor(category_id)14 100 0 0.008 0.195 -0.529 0.022 0.449
factor(category_id)15 100 0 -0.027 0.210 -0.694 -0.039 0.457
factor(category_id)16 100 0 0.015 0.195 -0.400 0.000 0.523
factor(category_id)17 100 0 -0.025 0.175 -0.431 -0.020 0.411
factor(category_id)18 100 0 -0.006 0.200 -0.503 0.006 0.408
factor(category_id)19 100 0 -0.003 0.207 -0.452 -0.006 0.495
factor(category_id)20 100 0 0.001 0.194 -0.589 -0.010 0.557
factor(worker_id)2:factor(category_id)2 100 0 0.035 0.280 -0.728 0.037 0.892
factor(worker_id)2:factor(category_id)3 100 0 0.018 0.280 -0.853 0.008 0.616
factor(worker_id)2:factor(category_id)4 100 0 0.029 0.259 -0.717 0.024 0.810
factor(worker_id)2:factor(category_id)5 100 0 0.037 0.324 -0.945 0.072 0.901
factor(worker_id)2:factor(category_id)6 100 0 0.027 0.280 -0.646 0.038 0.631
factor(worker_id)2:factor(category_id)7 100 0 0.010 0.304 -0.862 -0.021 0.852
factor(worker_id)2:factor(category_id)8 100 0 0.022 0.271 -0.820 0.032 0.678
factor(worker_id)2:factor(category_id)9 100 0 -0.017 0.311 -0.638 -0.022 1.032
factor(worker_id)2:factor(category_id)10 100 0 0.007 0.305 -0.647 0.005 0.880
factor(worker_id)2:factor(category_id)11 100 0 0.027 0.316 -0.966 0.019 0.635
factor(worker_id)2:factor(category_id)12 100 0 0.026 0.287 -0.914 0.051 0.631
factor(worker_id)2:factor(category_id)13 100 0 0.044 0.304 -0.758 0.044 0.747
factor(worker_id)2:factor(category_id)14 100 0 0.000 0.287 -0.818 0.018 0.662
factor(worker_id)2:factor(category_id)15 100 0 0.036 0.280 -0.612 0.070 0.791
factor(worker_id)2:factor(category_id)16 100 0 0.005 0.295 -0.663 0.036 0.689
factor(worker_id)2:factor(category_id)17 100 0 0.030 0.270 -0.639 0.056 0.645
factor(worker_id)2:factor(category_id)18 100 0 0.003 0.301 -0.678 0.025 0.746
factor(worker_id)2:factor(category_id)19 100 0 0.031 0.284 -0.629 0.012 0.673
factor(worker_id)2:factor(category_id)20 100 0 -0.006 0.274 -0.805 0.003 0.561

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)2:factor(category_id)16 0
factor(worker_id)2:factor(category_id)17 0
factor(worker_id)2:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 0

Significant match effect number = 0 out of 19

num_process = 100, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.003 0.091 -0.209 -0.002 0.207
factor(worker_id)2 100 0 0.010 0.138 -0.334 0.008 0.396
factor(category_id)2 100 0 0.023 0.140 -0.333 0.020 0.380
factor(category_id)3 100 0 0.015 0.152 -0.313 -0.016 0.392
factor(category_id)4 100 0 0.005 0.139 -0.280 -0.009 0.341
factor(category_id)5 100 0 0.009 0.140 -0.328 0.014 0.407
factor(category_id)6 100 0 0.007 0.132 -0.303 0.005 0.381
factor(category_id)7 100 0 0.005 0.133 -0.385 0.011 0.278
factor(category_id)8 100 0 0.013 0.139 -0.456 -0.003 0.317
factor(category_id)9 100 0 0.012 0.139 -0.389 0.015 0.281
factor(category_id)10 100 0 -0.014 0.133 -0.325 -0.018 0.377
factor(category_id)11 100 0 0.006 0.130 -0.454 0.011 0.418
factor(category_id)12 100 0 -0.001 0.147 -0.342 -0.021 0.404
factor(category_id)13 100 0 0.003 0.135 -0.366 0.011 0.307
factor(category_id)14 100 0 0.005 0.137 -0.308 0.004 0.306
factor(category_id)15 100 0 0.006 0.121 -0.248 -0.012 0.349
factor(category_id)16 100 0 -0.008 0.138 -0.338 -0.009 0.323
factor(category_id)17 100 0 0.016 0.132 -0.357 -0.002 0.292
factor(category_id)18 100 0 0.006 0.136 -0.281 0.003 0.296
factor(category_id)19 100 0 0.000 0.157 -0.433 -0.009 0.346
factor(category_id)20 100 0 0.000 0.126 -0.259 -0.006 0.335
factor(worker_id)2:factor(category_id)2 100 0 -0.031 0.191 -0.502 -0.015 0.362
factor(worker_id)2:factor(category_id)3 100 0 0.000 0.228 -0.576 0.000 0.632
factor(worker_id)2:factor(category_id)4 100 0 -0.029 0.208 -0.565 -0.016 0.552
factor(worker_id)2:factor(category_id)5 100 0 -0.014 0.203 -0.481 -0.029 0.527
factor(worker_id)2:factor(category_id)6 100 0 -0.010 0.208 -0.489 -0.004 0.388
factor(worker_id)2:factor(category_id)7 100 0 0.000 0.196 -0.483 0.010 0.489
factor(worker_id)2:factor(category_id)8 100 0 -0.029 0.212 -0.536 -0.030 0.711
factor(worker_id)2:factor(category_id)9 100 0 -0.010 0.204 -0.426 0.011 0.656
factor(worker_id)2:factor(category_id)10 100 0 0.016 0.213 -0.533 0.016 0.530
factor(worker_id)2:factor(category_id)11 100 0 -0.016 0.203 -0.436 -0.030 0.559
factor(worker_id)2:factor(category_id)12 100 0 -0.006 0.201 -0.573 -0.007 0.594
factor(worker_id)2:factor(category_id)13 100 0 -0.014 0.184 -0.525 0.003 0.329
factor(worker_id)2:factor(category_id)14 100 0 -0.003 0.216 -0.487 -0.008 0.638
factor(worker_id)2:factor(category_id)15 100 0 -0.006 0.215 -0.579 0.012 0.470
factor(worker_id)2:factor(category_id)16 100 0 -0.001 0.200 -0.573 -0.006 0.552
factor(worker_id)2:factor(category_id)17 100 0 -0.011 0.184 -0.397 -0.021 0.430
factor(worker_id)2:factor(category_id)18 100 0 -0.024 0.198 -0.579 -0.033 0.415
factor(worker_id)2:factor(category_id)19 100 0 -0.007 0.220 -0.594 -0.037 0.623
factor(worker_id)2:factor(category_id)20 100 0 -0.007 0.171 -0.365 0.015 0.338

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)2:factor(category_id)16 0
factor(worker_id)2:factor(category_id)17 0
factor(worker_id)2:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 0

Significant match effect number = 0 out of 19

num_process = 500, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.003 0.046 -0.109 -0.001 0.155
factor(worker_id)2 100 0 -0.003 0.066 -0.213 -0.002 0.164
factor(category_id)2 100 0 -0.004 0.065 -0.180 -0.011 0.172
factor(category_id)3 100 0 -0.006 0.067 -0.173 -0.008 0.178
factor(category_id)4 100 0 -0.001 0.061 -0.194 -0.005 0.140
factor(category_id)5 100 0 -0.001 0.066 -0.183 -0.006 0.169
factor(category_id)6 100 0 0.011 0.060 -0.177 0.014 0.155
factor(category_id)7 100 0 -0.001 0.062 -0.122 -0.005 0.137
factor(category_id)8 100 0 -0.007 0.065 -0.187 -0.007 0.141
factor(category_id)9 100 0 -0.007 0.066 -0.170 0.000 0.139
factor(category_id)10 100 0 -0.009 0.063 -0.162 -0.015 0.142
factor(category_id)11 100 0 -0.003 0.054 -0.147 0.001 0.127
factor(category_id)12 100 0 0.000 0.064 -0.195 0.001 0.144
factor(category_id)13 100 0 -0.008 0.062 -0.135 -0.008 0.167
factor(category_id)14 100 0 -0.002 0.064 -0.209 -0.007 0.137
factor(category_id)15 100 0 -0.009 0.070 -0.169 -0.004 0.140
factor(category_id)16 100 0 -0.009 0.063 -0.211 -0.001 0.170
factor(category_id)17 100 0 -0.005 0.059 -0.156 -0.005 0.152
factor(category_id)18 100 0 -0.008 0.069 -0.158 -0.006 0.160
factor(category_id)19 100 0 -0.001 0.059 -0.136 -0.004 0.135
factor(category_id)20 100 0 0.004 0.064 -0.213 0.003 0.192
factor(worker_id)2:factor(category_id)2 100 0 0.003 0.088 -0.185 0.003 0.243
factor(worker_id)2:factor(category_id)3 100 0 0.005 0.089 -0.194 -0.001 0.206
factor(worker_id)2:factor(category_id)4 100 0 0.003 0.093 -0.227 0.000 0.240
factor(worker_id)2:factor(category_id)5 100 0 0.003 0.088 -0.207 0.003 0.408
factor(worker_id)2:factor(category_id)6 100 0 -0.009 0.089 -0.192 -0.017 0.331
factor(worker_id)2:factor(category_id)7 100 0 -0.008 0.080 -0.205 -0.001 0.175
factor(worker_id)2:factor(category_id)8 100 0 0.010 0.099 -0.222 0.000 0.303
factor(worker_id)2:factor(category_id)9 100 0 0.007 0.095 -0.240 0.000 0.328
factor(worker_id)2:factor(category_id)10 100 0 0.008 0.091 -0.249 0.009 0.197
factor(worker_id)2:factor(category_id)11 100 0 0.004 0.091 -0.257 0.008 0.198
factor(worker_id)2:factor(category_id)12 100 0 0.001 0.089 -0.215 0.001 0.275
factor(worker_id)2:factor(category_id)13 100 0 0.014 0.083 -0.225 0.009 0.172
factor(worker_id)2:factor(category_id)14 100 0 0.002 0.082 -0.200 0.008 0.215
factor(worker_id)2:factor(category_id)15 100 0 0.018 0.093 -0.193 0.021 0.282
factor(worker_id)2:factor(category_id)16 100 0 0.012 0.092 -0.240 0.006 0.305
factor(worker_id)2:factor(category_id)17 100 0 0.002 0.092 -0.210 -0.002 0.329
factor(worker_id)2:factor(category_id)18 100 0 0.013 0.092 -0.220 0.013 0.232
factor(worker_id)2:factor(category_id)19 100 0 0.002 0.097 -0.192 0.000 0.232
factor(worker_id)2:factor(category_id)20 100 0 0.004 0.088 -0.171 -0.003 0.282

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(category_id)2 1
factor(category_id)3 0.02
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 1
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0
factor(worker_id)2:factor(category_id)12 1
factor(worker_id)2:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)2:factor(category_id)16 1
factor(worker_id)2:factor(category_id)17 0
factor(worker_id)2:factor(category_id)18 0.17
factor(worker_id)2:factor(category_id)19 0.24
factor(worker_id)2:factor(category_id)20 0

Significant match effect number = 5 out of 19

worker=2 category=30 data

num_process = 10, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.009 0.291 -0.867 0.000 0.653
factor(worker_id)2 100 0 0.006 0.423 -0.945 -0.013 1.361
factor(category_id)2 100 0 -0.035 0.447 -1.070 -0.023 1.032
factor(category_id)3 100 0 -0.016 0.449 -1.038 -0.011 1.276
factor(category_id)4 100 0 0.059 0.390 -0.890 0.089 1.264
factor(category_id)5 100 0 0.016 0.398 -1.175 -0.026 1.161
factor(category_id)6 100 0 -0.061 0.437 -1.093 -0.035 0.996
factor(category_id)7 100 0 0.032 0.412 -0.947 0.064 1.161
factor(category_id)8 100 0 0.000 0.437 -0.914 -0.025 1.398
factor(category_id)9 100 0 0.066 0.440 -0.801 0.010 1.244
factor(category_id)10 100 0 -0.009 0.434 -1.401 0.007 1.336
factor(category_id)11 100 0 -0.060 0.399 -1.036 -0.015 0.903
factor(category_id)12 100 0 -0.014 0.443 -1.049 -0.013 1.110
factor(category_id)13 100 0 0.010 0.455 -0.887 -0.059 1.005
factor(category_id)14 100 0 0.037 0.414 -0.939 0.005 1.216
factor(category_id)15 100 0 -0.062 0.428 -1.386 -0.051 1.042
factor(category_id)16 100 0 -0.012 0.391 -1.102 -0.015 0.984
factor(category_id)17 100 0 0.035 0.463 -0.964 -0.012 1.093
factor(category_id)18 100 0 -0.041 0.468 -1.117 -0.048 0.955
factor(category_id)19 100 0 0.028 0.421 -0.819 0.024 1.235
factor(category_id)20 100 0 -0.041 0.481 -1.198 -0.020 1.214
factor(category_id)21 100 0 0.044 0.432 -1.196 0.091 1.213
factor(category_id)22 100 0 0.021 0.484 -0.953 -0.010 1.365
factor(category_id)23 100 0 0.015 0.435 -0.980 0.015 1.190
factor(category_id)24 100 0 0.002 0.453 -0.968 0.027 1.188
factor(category_id)25 100 0 0.008 0.432 -1.147 0.029 1.297
factor(category_id)26 100 0 0.024 0.429 -1.355 -0.023 1.188
factor(category_id)27 100 0 -0.008 0.403 -0.995 -0.015 1.201
factor(category_id)28 100 0 -0.031 0.393 -0.877 -0.061 1.281
factor(category_id)29 100 0 0.045 0.427 -1.046 0.067 1.216
factor(category_id)30 100 0 -0.023 0.433 -1.104 -0.009 1.296
factor(worker_id)2:factor(category_id)2 100 0 0.045 0.611 -2.195 -0.017 1.496
factor(worker_id)2:factor(category_id)3 100 0 0.019 0.579 -1.658 -0.012 2.118
factor(worker_id)2:factor(category_id)4 100 0 -0.067 0.626 -2.209 -0.108 1.565
factor(worker_id)2:factor(category_id)5 100 0 -0.048 0.560 -1.117 -0.073 1.415
factor(worker_id)2:factor(category_id)6 100 0 0.095 0.579 -1.470 0.092 1.188
factor(worker_id)2:factor(category_id)7 100 0 -0.030 0.633 -1.625 -0.078 1.482
factor(worker_id)2:factor(category_id)8 100 0 -0.014 0.639 -1.948 0.044 1.657
factor(worker_id)2:factor(category_id)9 100 0 -0.035 0.633 -1.452 -0.057 1.467
factor(worker_id)2:factor(category_id)10 100 0 0.032 0.599 -1.955 0.077 1.389
factor(worker_id)2:factor(category_id)11 100 0 0.077 0.595 -1.342 0.102 1.429
factor(worker_id)2:factor(category_id)12 100 0 0.040 0.620 -1.519 0.067 1.543
factor(worker_id)2:factor(category_id)13 100 0 0.004 0.639 -1.598 0.044 1.619
factor(worker_id)2:factor(category_id)14 100 0 -0.031 0.582 -1.292 -0.038 1.083
factor(worker_id)2:factor(category_id)15 100 0 0.021 0.663 -1.602 0.044 1.729
factor(worker_id)2:factor(category_id)16 100 0 0.025 0.534 -1.090 0.039 1.531
factor(worker_id)2:factor(category_id)17 100 0 -0.020 0.615 -1.617 0.025 1.194
factor(worker_id)2:factor(category_id)18 100 0 0.073 0.655 -1.316 0.083 1.617
factor(worker_id)2:factor(category_id)19 100 0 0.002 0.626 -1.754 0.014 1.612
factor(worker_id)2:factor(category_id)20 100 0 0.026 0.690 -1.540 0.103 1.418
factor(worker_id)2:factor(category_id)21 100 0 0.005 0.555 -1.809 0.021 1.283
factor(worker_id)2:factor(category_id)22 100 0 -0.004 0.611 -1.967 0.043 1.387
factor(worker_id)2:factor(category_id)23 100 0 -0.050 0.579 -1.695 -0.104 1.545
factor(worker_id)2:factor(category_id)24 100 0 0.027 0.593 -2.103 -0.021 1.559
factor(worker_id)2:factor(category_id)25 100 0 -0.023 0.599 -1.382 0.077 1.517
factor(worker_id)2:factor(category_id)26 100 0 -0.005 0.601 -1.409 0.016 1.505
factor(worker_id)2:factor(category_id)27 100 0 0.024 0.561 -1.423 0.040 1.233
factor(worker_id)2:factor(category_id)28 100 0 0.034 0.564 -1.403 0.048 1.354
factor(worker_id)2:factor(category_id)29 100 0 -0.034 0.594 -1.395 -0.027 1.489
factor(worker_id)2:factor(category_id)30 100 0 -0.018 0.589 -1.686 -0.109 1.306

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.6
factor(category_id)2 0.96
factor(category_id)3 0.85
factor(category_id)4 0.99
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0.03
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0.06
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0.29
factor(worker_id)2:factor(category_id)8 0.36
factor(worker_id)2:factor(category_id)9 0.79
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0.42
factor(worker_id)2:factor(category_id)12 0.99
factor(worker_id)2:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 0.93
factor(worker_id)2:factor(category_id)16 0.01
factor(worker_id)2:factor(category_id)17 0.01
factor(worker_id)2:factor(category_id)18 0.38
factor(worker_id)2:factor(category_id)19 0.98
factor(worker_id)2:factor(category_id)20 0
factor(worker_id)2:factor(category_id)21 0.82
factor(worker_id)2:factor(category_id)22 0.01
factor(worker_id)2:factor(category_id)23 0.99
factor(worker_id)2:factor(category_id)24 0
factor(worker_id)2:factor(category_id)25 0
factor(worker_id)2:factor(category_id)26 0.22
factor(worker_id)2:factor(category_id)27 0.08
factor(worker_id)2:factor(category_id)28 0.16
factor(worker_id)2:factor(category_id)29 0
factor(worker_id)2:factor(category_id)30 0.08

Significant match effect number = 5 out of 29

num_process = 20, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.025 0.217 -0.387 0.015 0.639
factor(worker_id)2 100 0 -0.039 0.318 -0.831 -0.026 0.652
factor(category_id)2 100 0 -0.055 0.298 -0.853 -0.040 0.809
factor(category_id)3 100 0 -0.010 0.337 -0.839 0.058 0.705
factor(category_id)4 100 0 0.001 0.342 -0.719 -0.008 0.854
factor(category_id)5 100 0 -0.044 0.299 -1.045 -0.018 0.617
factor(category_id)6 100 0 -0.011 0.318 -1.163 0.006 0.687
factor(category_id)7 100 0 -0.039 0.311 -0.878 -0.039 0.737
factor(category_id)8 100 0 -0.046 0.308 -0.876 -0.029 0.650
factor(category_id)9 100 0 0.010 0.323 -0.667 -0.024 0.721
factor(category_id)10 100 0 -0.022 0.293 -0.736 0.012 0.672
factor(category_id)11 100 0 -0.010 0.335 -0.880 0.003 0.718
factor(category_id)12 100 0 0.008 0.332 -1.057 0.026 0.718
factor(category_id)13 100 0 0.021 0.296 -0.807 0.068 0.594
factor(category_id)14 100 0 -0.007 0.299 -1.005 0.029 0.680
factor(category_id)15 100 0 -0.018 0.321 -1.054 -0.009 0.706
factor(category_id)16 100 0 -0.039 0.288 -0.820 0.000 0.870
factor(category_id)17 100 0 0.012 0.321 -0.845 0.029 0.799
factor(category_id)18 100 0 -0.031 0.316 -0.850 0.001 0.689
factor(category_id)19 100 0 -0.028 0.325 -0.856 -0.014 0.782
factor(category_id)20 100 0 -0.020 0.320 -0.762 -0.045 0.570
factor(category_id)21 100 0 -0.006 0.294 -0.875 -0.015 0.655
factor(category_id)22 100 0 -0.026 0.286 -0.694 -0.023 0.611
factor(category_id)23 100 0 -0.019 0.320 -0.945 -0.020 0.634
factor(category_id)24 100 0 -0.040 0.317 -0.975 -0.030 0.862
factor(category_id)25 100 0 -0.004 0.329 -0.765 0.014 0.677
factor(category_id)26 100 0 -0.007 0.324 -0.696 0.016 0.643
factor(category_id)27 100 0 -0.041 0.335 -0.784 -0.038 0.743
factor(category_id)28 100 0 -0.021 0.289 -0.776 0.008 0.530
factor(category_id)29 100 0 -0.072 0.321 -1.179 -0.066 0.602
factor(category_id)30 100 0 -0.047 0.356 -0.920 -0.024 0.885
factor(worker_id)2:factor(category_id)2 100 0 0.089 0.449 -1.028 0.079 1.286
factor(worker_id)2:factor(category_id)3 100 0 0.031 0.455 -0.968 0.041 1.250
factor(worker_id)2:factor(category_id)4 100 0 -0.010 0.482 -1.091 0.001 1.038
factor(worker_id)2:factor(category_id)5 100 0 0.052 0.411 -0.844 0.038 1.258
factor(worker_id)2:factor(category_id)6 100 0 -0.018 0.484 -1.139 -0.033 1.353
factor(worker_id)2:factor(category_id)7 100 0 0.036 0.478 -1.048 0.023 1.286
factor(worker_id)2:factor(category_id)8 100 0 0.094 0.429 -1.201 0.136 1.038
factor(worker_id)2:factor(category_id)9 100 0 -0.006 0.466 -0.912 -0.046 1.053
factor(worker_id)2:factor(category_id)10 100 0 0.017 0.486 -1.177 0.042 0.993
factor(worker_id)2:factor(category_id)11 100 0 0.041 0.424 -0.974 0.093 1.005
factor(worker_id)2:factor(category_id)12 100 0 0.014 0.439 -0.937 0.046 1.198
factor(worker_id)2:factor(category_id)13 100 0 -0.032 0.437 -1.568 0.005 1.148
factor(worker_id)2:factor(category_id)14 100 0 0.014 0.427 -0.992 -0.005 1.057
factor(worker_id)2:factor(category_id)15 100 0 0.013 0.452 -1.023 0.024 1.342
factor(worker_id)2:factor(category_id)16 100 0 0.033 0.402 -0.941 -0.017 0.960
factor(worker_id)2:factor(category_id)17 100 0 -0.008 0.427 -1.164 -0.035 0.889
factor(worker_id)2:factor(category_id)18 100 0 0.045 0.459 -1.070 0.097 1.158
factor(worker_id)2:factor(category_id)19 100 0 -0.004 0.421 -1.535 0.028 0.785
factor(worker_id)2:factor(category_id)20 100 0 0.045 0.430 -0.972 0.020 1.175
factor(worker_id)2:factor(category_id)21 100 0 0.039 0.439 -1.097 0.008 1.442
factor(worker_id)2:factor(category_id)22 100 0 0.045 0.438 -0.972 0.035 1.044
factor(worker_id)2:factor(category_id)23 100 0 -0.001 0.472 -1.534 -0.011 1.469
factor(worker_id)2:factor(category_id)24 100 0 0.025 0.419 -0.768 -0.015 1.065
factor(worker_id)2:factor(category_id)25 100 0 0.020 0.417 -0.955 0.010 0.963
factor(worker_id)2:factor(category_id)26 100 0 0.055 0.419 -0.843 0.094 1.173
factor(worker_id)2:factor(category_id)27 100 0 0.060 0.433 -0.753 0.056 0.968
factor(worker_id)2:factor(category_id)28 100 0 0.045 0.445 -1.278 0.021 0.853
factor(worker_id)2:factor(category_id)29 100 0 0.116 0.503 -1.133 0.104 1.682
factor(worker_id)2:factor(category_id)30 100 0 0.074 0.474 -1.430 0.032 1.281

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.15
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(worker_id)2:factor(category_id)2 0.2
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)2:factor(category_id)6 0.99
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0.01
factor(worker_id)2:factor(category_id)9 0.86
factor(worker_id)2:factor(category_id)10 1
factor(worker_id)2:factor(category_id)11 0
factor(worker_id)2:factor(category_id)12 0.27
factor(worker_id)2:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 0.21
factor(worker_id)2:factor(category_id)15 0.88
factor(worker_id)2:factor(category_id)16 0
factor(worker_id)2:factor(category_id)17 0
factor(worker_id)2:factor(category_id)18 0.77
factor(worker_id)2:factor(category_id)19 0.98
factor(worker_id)2:factor(category_id)20 0
factor(worker_id)2:factor(category_id)21 0
factor(worker_id)2:factor(category_id)22 0.16
factor(worker_id)2:factor(category_id)23 0.69
factor(worker_id)2:factor(category_id)24 0
factor(worker_id)2:factor(category_id)25 0
factor(worker_id)2:factor(category_id)26 0.34
factor(worker_id)2:factor(category_id)27 0.42
factor(worker_id)2:factor(category_id)28 0.18
factor(worker_id)2:factor(category_id)29 0.98
factor(worker_id)2:factor(category_id)30 0.99

Significant match effect number = 8 out of 29

num_process = 30, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.015 0.166 -0.488 -0.016 0.447
factor(worker_id)2 100 0 0.032 0.254 -0.862 0.039 0.766
factor(category_id)2 100 0 -0.012 0.241 -0.561 -0.023 0.588
factor(category_id)3 100 0 -0.006 0.249 -0.649 0.001 0.510
factor(category_id)4 100 0 0.018 0.262 -0.598 0.025 0.793
factor(category_id)5 100 0 0.000 0.249 -0.478 -0.012 0.681
factor(category_id)6 100 0 0.007 0.254 -0.636 -0.026 0.675
factor(category_id)7 100 0 -0.008 0.238 -0.680 -0.008 0.654
factor(category_id)8 100 0 -0.001 0.238 -0.666 0.014 0.660
factor(category_id)9 100 0 0.019 0.274 -0.558 0.006 0.652
factor(category_id)10 100 0 0.012 0.260 -0.588 -0.006 0.673
factor(category_id)11 100 0 -0.005 0.241 -0.456 -0.044 0.601
factor(category_id)12 100 0 0.036 0.251 -0.538 0.004 0.701
factor(category_id)13 100 0 0.005 0.261 -0.765 0.009 0.624
factor(category_id)14 100 0 -0.002 0.282 -0.654 -0.014 0.638
factor(category_id)15 100 0 0.002 0.271 -0.746 0.019 0.512
factor(category_id)16 100 0 0.000 0.238 -0.616 0.010 0.669
factor(category_id)17 100 0 0.016 0.265 -0.567 0.017 0.711
factor(category_id)18 100 0 0.044 0.263 -0.590 0.050 0.750
factor(category_id)19 100 0 0.043 0.241 -0.574 0.015 0.792
factor(category_id)20 100 0 0.005 0.254 -0.624 -0.024 0.637
factor(category_id)21 100 0 -0.005 0.266 -0.623 -0.019 0.597
factor(category_id)22 100 0 0.002 0.254 -0.781 0.006 0.525
factor(category_id)23 100 0 0.015 0.262 -0.851 0.040 0.739
factor(category_id)24 100 0 0.027 0.251 -0.626 0.006 0.783
factor(category_id)25 100 0 0.025 0.241 -0.440 0.042 0.717
factor(category_id)26 100 0 0.006 0.253 -0.662 0.034 0.754
factor(category_id)27 100 0 0.038 0.232 -0.560 0.041 0.742
factor(category_id)28 100 0 0.021 0.230 -0.574 0.021 0.580
factor(category_id)29 100 0 0.053 0.251 -0.603 0.088 0.589
factor(category_id)30 100 0 0.027 0.244 -0.663 0.026 0.567
factor(worker_id)2:factor(category_id)2 100 0 0.006 0.390 -0.771 -0.007 1.334
factor(worker_id)2:factor(category_id)3 100 0 0.000 0.393 -0.909 0.011 0.803
factor(worker_id)2:factor(category_id)4 100 0 -0.027 0.370 -1.068 -0.026 1.241
factor(worker_id)2:factor(category_id)5 100 0 -0.033 0.376 -0.975 -0.034 1.063
factor(worker_id)2:factor(category_id)6 100 0 -0.004 0.325 -0.750 -0.019 0.741
factor(worker_id)2:factor(category_id)7 100 0 -0.010 0.353 -1.190 0.028 0.978
factor(worker_id)2:factor(category_id)8 100 0 0.005 0.362 -0.828 -0.034 0.815
factor(worker_id)2:factor(category_id)9 100 0 -0.041 0.385 -1.004 -0.051 0.881
factor(worker_id)2:factor(category_id)10 100 0 -0.063 0.341 -0.864 -0.069 0.954
factor(worker_id)2:factor(category_id)11 100 0 -0.020 0.358 -1.013 -0.013 1.197
factor(worker_id)2:factor(category_id)12 100 0 -0.052 0.374 -0.769 -0.093 0.829
factor(worker_id)2:factor(category_id)13 100 0 0.013 0.415 -0.930 -0.002 1.226
factor(worker_id)2:factor(category_id)14 100 0 0.001 0.415 -0.965 -0.020 1.021
factor(worker_id)2:factor(category_id)15 100 0 -0.023 0.410 -0.752 -0.049 1.481
factor(worker_id)2:factor(category_id)16 100 0 -0.012 0.360 -0.868 -0.006 0.897
factor(worker_id)2:factor(category_id)17 100 0 -0.060 0.379 -1.107 -0.077 1.091
factor(worker_id)2:factor(category_id)18 100 0 -0.072 0.381 -0.969 -0.116 1.287
factor(worker_id)2:factor(category_id)19 100 0 -0.058 0.364 -1.178 -0.066 1.204
factor(worker_id)2:factor(category_id)20 100 0 -0.049 0.381 -1.081 -0.055 1.171
factor(worker_id)2:factor(category_id)21 100 0 -0.028 0.376 -1.058 -0.052 0.874
factor(worker_id)2:factor(category_id)22 100 0 0.006 0.365 -0.870 -0.047 1.283
factor(worker_id)2:factor(category_id)23 100 0 -0.049 0.361 -1.261 -0.025 0.837
factor(worker_id)2:factor(category_id)24 100 0 -0.052 0.333 -0.800 -0.076 0.853
factor(worker_id)2:factor(category_id)25 100 0 -0.041 0.416 -1.120 -0.032 0.886
factor(worker_id)2:factor(category_id)26 100 0 -0.056 0.402 -0.950 -0.064 1.151
factor(worker_id)2:factor(category_id)27 100 0 -0.050 0.355 -0.818 -0.048 0.811
factor(worker_id)2:factor(category_id)28 100 0 0.011 0.342 -0.860 0.027 0.941
factor(worker_id)2:factor(category_id)29 100 0 -0.067 0.364 -0.849 -0.067 1.094
factor(worker_id)2:factor(category_id)30 100 0 -0.049 0.375 -0.914 -0.045 0.838

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.21
factor(category_id)2 0.01
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(worker_id)2:factor(category_id)2 0.01
factor(worker_id)2:factor(category_id)3 0.18
factor(worker_id)2:factor(category_id)4 0.99
factor(worker_id)2:factor(category_id)5 0.91
factor(worker_id)2:factor(category_id)6 1
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 1
factor(worker_id)2:factor(category_id)9 0.99
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0.99
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 1
factor(worker_id)2:factor(category_id)14 0.23
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)2:factor(category_id)16 1
factor(worker_id)2:factor(category_id)17 0.98
factor(worker_id)2:factor(category_id)18 0.94
factor(worker_id)2:factor(category_id)19 1
factor(worker_id)2:factor(category_id)20 0
factor(worker_id)2:factor(category_id)21 0
factor(worker_id)2:factor(category_id)22 0
factor(worker_id)2:factor(category_id)23 0.14
factor(worker_id)2:factor(category_id)24 0
factor(worker_id)2:factor(category_id)25 1
factor(worker_id)2:factor(category_id)26 0.06
factor(worker_id)2:factor(category_id)27 0.55
factor(worker_id)2:factor(category_id)28 0
factor(worker_id)2:factor(category_id)29 0
factor(worker_id)2:factor(category_id)30 0.21

Significant match effect number = 12 out of 29

num_process = 40, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.008 0.155 -0.417 -0.004 0.391
factor(worker_id)2 100 0 0.026 0.192 -0.551 0.032 0.487
factor(category_id)2 100 0 0.011 0.254 -0.571 0.009 0.506
factor(category_id)3 100 0 0.013 0.211 -0.452 -0.003 0.458
factor(category_id)4 100 0 0.020 0.211 -0.402 0.017 0.608
factor(category_id)5 100 0 0.029 0.217 -0.446 0.039 0.661
factor(category_id)6 100 0 -0.024 0.214 -0.497 -0.022 0.523
factor(category_id)7 100 0 0.020 0.190 -0.436 0.020 0.512
factor(category_id)8 100 0 0.027 0.252 -0.490 0.033 0.600
factor(category_id)9 100 0 0.009 0.238 -0.502 0.015 0.898
factor(category_id)10 100 0 0.002 0.220 -0.642 0.011 0.435
factor(category_id)11 100 0 -0.009 0.227 -0.514 -0.017 0.590
factor(category_id)12 100 0 0.012 0.241 -0.551 0.028 0.714
factor(category_id)13 100 0 0.001 0.211 -0.604 0.012 0.591
factor(category_id)14 100 0 0.000 0.227 -0.661 0.001 0.662
factor(category_id)15 100 0 -0.022 0.232 -0.586 -0.002 0.491
factor(category_id)16 100 0 -0.002 0.209 -0.457 -0.019 0.515
factor(category_id)17 100 0 -0.010 0.191 -0.596 -0.007 0.488
factor(category_id)18 100 0 0.014 0.196 -0.561 0.032 0.421
factor(category_id)19 100 0 0.038 0.214 -0.554 0.021 0.607
factor(category_id)20 100 0 0.034 0.196 -0.404 0.046 0.516
factor(category_id)21 100 0 0.024 0.224 -0.703 0.016 0.493
factor(category_id)22 100 0 0.016 0.245 -0.706 0.025 0.627
factor(category_id)23 100 0 0.013 0.236 -0.526 0.017 0.491
factor(category_id)24 100 0 -0.005 0.229 -0.686 -0.012 0.762
factor(category_id)25 100 0 0.013 0.223 -0.536 0.013 0.524
factor(category_id)26 100 0 0.033 0.203 -0.474 0.009 0.519
factor(category_id)27 100 0 0.039 0.233 -0.651 0.055 0.498
factor(category_id)28 100 0 -0.001 0.240 -0.561 0.010 0.463
factor(category_id)29 100 0 0.026 0.199 -0.449 0.009 0.628
factor(category_id)30 100 0 0.001 0.202 -0.480 0.004 0.430
factor(worker_id)2:factor(category_id)2 100 0 -0.038 0.329 -0.722 -0.076 1.023
factor(worker_id)2:factor(category_id)3 100 0 -0.023 0.290 -0.733 -0.045 0.600
factor(worker_id)2:factor(category_id)4 100 0 -0.047 0.261 -0.846 -0.038 0.581
factor(worker_id)2:factor(category_id)5 100 0 -0.073 0.291 -0.883 -0.080 0.675
factor(worker_id)2:factor(category_id)6 100 0 0.013 0.294 -0.778 0.043 0.799
factor(worker_id)2:factor(category_id)7 100 0 -0.027 0.272 -0.747 -0.002 0.492
factor(worker_id)2:factor(category_id)8 100 0 -0.045 0.308 -0.903 -0.038 0.755
factor(worker_id)2:factor(category_id)9 100 0 -0.008 0.323 -0.888 -0.026 0.741
factor(worker_id)2:factor(category_id)10 100 0 0.001 0.281 -0.864 0.021 0.780
factor(worker_id)2:factor(category_id)11 100 0 0.006 0.285 -0.672 0.023 0.701
factor(worker_id)2:factor(category_id)12 100 0 -0.043 0.320 -0.874 -0.023 0.791
factor(worker_id)2:factor(category_id)13 100 0 -0.013 0.280 -0.703 0.029 0.569
factor(worker_id)2:factor(category_id)14 100 0 -0.027 0.305 -0.647 -0.057 0.672
factor(worker_id)2:factor(category_id)15 100 0 -0.002 0.318 -0.742 0.012 0.771
factor(worker_id)2:factor(category_id)16 100 0 -0.032 0.271 -0.747 -0.015 0.614
factor(worker_id)2:factor(category_id)17 100 0 -0.007 0.281 -0.611 -0.012 0.642
factor(worker_id)2:factor(category_id)18 100 0 -0.027 0.290 -0.880 -0.044 0.631
factor(worker_id)2:factor(category_id)19 100 0 -0.058 0.286 -0.758 -0.031 0.596
factor(worker_id)2:factor(category_id)20 100 0 -0.034 0.275 -0.771 -0.012 0.590
factor(worker_id)2:factor(category_id)21 100 0 -0.015 0.324 -0.714 -0.009 0.759
factor(worker_id)2:factor(category_id)22 100 0 -0.025 0.300 -0.881 -0.009 0.662
factor(worker_id)2:factor(category_id)23 100 0 -0.024 0.294 -0.864 -0.016 0.721
factor(worker_id)2:factor(category_id)24 100 0 -0.008 0.313 -1.126 0.000 0.936
factor(worker_id)2:factor(category_id)25 100 0 -0.029 0.279 -0.705 -0.060 0.752
factor(worker_id)2:factor(category_id)26 100 0 -0.068 0.282 -0.609 -0.066 0.624
factor(worker_id)2:factor(category_id)27 100 0 -0.081 0.282 -0.661 -0.080 0.583
factor(worker_id)2:factor(category_id)28 100 0 0.009 0.330 -0.761 -0.013 0.952
factor(worker_id)2:factor(category_id)29 100 0 -0.043 0.252 -0.511 -0.060 0.699
factor(worker_id)2:factor(category_id)30 100 0 -0.005 0.296 -0.684 -0.004 0.900

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(category_id)2 1
factor(category_id)3 0
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(worker_id)2:factor(category_id)2 0.98
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 0.43
factor(worker_id)2:factor(category_id)6 1
factor(worker_id)2:factor(category_id)7 0.94
factor(worker_id)2:factor(category_id)8 1
factor(worker_id)2:factor(category_id)9 1
factor(worker_id)2:factor(category_id)10 0.99
factor(worker_id)2:factor(category_id)11 0.04
factor(worker_id)2:factor(category_id)12 1
factor(worker_id)2:factor(category_id)13 1
factor(worker_id)2:factor(category_id)14 1
factor(worker_id)2:factor(category_id)15 0.61
factor(worker_id)2:factor(category_id)16 0.77
factor(worker_id)2:factor(category_id)17 1
factor(worker_id)2:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 1
factor(worker_id)2:factor(category_id)20 1
factor(worker_id)2:factor(category_id)21 1
factor(worker_id)2:factor(category_id)22 1
factor(worker_id)2:factor(category_id)23 1
factor(worker_id)2:factor(category_id)24 1
factor(worker_id)2:factor(category_id)25 1
factor(worker_id)2:factor(category_id)26 0.38
factor(worker_id)2:factor(category_id)27 1
factor(worker_id)2:factor(category_id)28 1
factor(worker_id)2:factor(category_id)29 1
factor(worker_id)2:factor(category_id)30 0.09

Significant match effect number = 22 out of 29

num_process = 50, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.010 0.155 -0.488 0.010 0.581
factor(worker_id)2 100 0 0.000 0.216 -0.454 -0.003 0.507
factor(category_id)2 100 0 -0.017 0.206 -0.770 -0.026 0.491
factor(category_id)3 100 0 0.007 0.192 -0.521 0.014 0.603
factor(category_id)4 100 0 0.000 0.213 -0.605 0.001 0.580
factor(category_id)5 100 0 -0.010 0.231 -0.791 -0.002 0.770
factor(category_id)6 100 0 0.004 0.214 -0.704 0.004 0.507
factor(category_id)7 100 0 -0.050 0.209 -0.638 -0.046 0.581
factor(category_id)8 100 0 -0.008 0.206 -0.592 0.003 0.693
factor(category_id)9 100 0 -0.017 0.206 -0.960 -0.027 0.400
factor(category_id)10 100 0 -0.038 0.194 -0.689 -0.041 0.478
factor(category_id)11 100 0 0.000 0.212 -0.660 0.011 0.565
factor(category_id)12 100 0 -0.006 0.197 -0.477 -0.003 0.424
factor(category_id)13 100 0 -0.020 0.206 -0.517 -0.027 0.528
factor(category_id)14 100 0 -0.040 0.214 -0.854 -0.001 0.417
factor(category_id)15 100 0 0.001 0.218 -0.596 0.000 0.606
factor(category_id)16 100 0 0.005 0.211 -0.609 0.005 0.545
factor(category_id)17 100 0 -0.010 0.199 -0.667 -0.006 0.670
factor(category_id)18 100 0 -0.025 0.219 -0.771 -0.019 0.555
factor(category_id)19 100 0 -0.046 0.220 -0.589 -0.014 0.532
factor(category_id)20 100 0 -0.013 0.202 -0.752 -0.001 0.480
factor(category_id)21 100 0 0.000 0.206 -0.464 0.035 0.477
factor(category_id)22 100 0 -0.005 0.192 -0.702 0.010 0.508
factor(category_id)23 100 0 0.004 0.198 -0.454 0.001 0.534
factor(category_id)24 100 0 -0.007 0.212 -0.629 -0.024 0.740
factor(category_id)25 100 0 0.003 0.191 -0.638 0.006 0.525
factor(category_id)26 100 0 -0.018 0.212 -0.639 0.020 0.467
factor(category_id)27 100 0 -0.007 0.209 -0.768 0.010 0.549
factor(category_id)28 100 0 -0.030 0.194 -0.716 -0.009 0.483
factor(category_id)29 100 0 0.017 0.205 -0.524 -0.001 0.479
factor(category_id)30 100 0 -0.007 0.194 -0.502 -0.011 0.776
factor(worker_id)2:factor(category_id)2 100 0 0.006 0.273 -0.669 0.009 0.808
factor(worker_id)2:factor(category_id)3 100 0 -0.009 0.299 -0.661 -0.010 0.870
factor(worker_id)2:factor(category_id)4 100 0 0.008 0.310 -0.799 -0.011 0.685
factor(worker_id)2:factor(category_id)5 100 0 -0.002 0.316 -0.982 -0.007 0.700
factor(worker_id)2:factor(category_id)6 100 0 -0.023 0.296 -0.717 -0.016 0.700
factor(worker_id)2:factor(category_id)7 100 0 0.010 0.263 -0.614 -0.024 0.527
factor(worker_id)2:factor(category_id)8 100 0 -0.022 0.324 -1.014 -0.021 0.893
factor(worker_id)2:factor(category_id)9 100 0 0.017 0.281 -0.659 0.019 0.746
factor(worker_id)2:factor(category_id)10 100 0 0.022 0.291 -0.576 0.032 0.950
factor(worker_id)2:factor(category_id)11 100 0 -0.029 0.286 -0.787 0.022 0.650
factor(worker_id)2:factor(category_id)12 100 0 -0.017 0.282 -0.640 -0.027 0.597
factor(worker_id)2:factor(category_id)13 100 0 0.000 0.280 -0.578 0.019 0.832
factor(worker_id)2:factor(category_id)14 100 0 0.015 0.306 -0.612 -0.018 0.724
factor(worker_id)2:factor(category_id)15 100 0 0.012 0.292 -0.712 0.010 0.718
factor(worker_id)2:factor(category_id)16 100 0 -0.025 0.282 -0.893 -0.056 0.663
factor(worker_id)2:factor(category_id)17 100 0 -0.007 0.281 -0.780 -0.026 0.805
factor(worker_id)2:factor(category_id)18 100 0 0.004 0.298 -0.774 0.016 0.635
factor(worker_id)2:factor(category_id)19 100 0 0.046 0.274 -0.594 0.005 0.783
factor(worker_id)2:factor(category_id)20 100 0 0.015 0.311 -0.730 0.011 0.663
factor(worker_id)2:factor(category_id)21 100 0 -0.018 0.318 -0.709 -0.053 0.618
factor(worker_id)2:factor(category_id)22 100 0 -0.025 0.289 -0.734 0.005 0.589
factor(worker_id)2:factor(category_id)23 100 0 -0.022 0.281 -0.810 -0.011 0.603
factor(worker_id)2:factor(category_id)24 100 0 -0.008 0.303 -0.919 -0.008 0.672
factor(worker_id)2:factor(category_id)25 100 0 -0.022 0.297 -0.740 -0.034 0.860
factor(worker_id)2:factor(category_id)26 100 0 0.004 0.276 -0.588 -0.028 0.856
factor(worker_id)2:factor(category_id)27 100 0 -0.020 0.265 -0.712 -0.029 0.775
factor(worker_id)2:factor(category_id)28 100 0 0.028 0.286 -0.559 0.017 0.593
factor(worker_id)2:factor(category_id)29 100 0 -0.026 0.280 -0.786 -0.052 0.640
factor(worker_id)2:factor(category_id)30 100 0 0.003 0.272 -0.730 -0.001 0.856

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.74
factor(category_id)2 0
factor(category_id)3 0.95
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(worker_id)2:factor(category_id)2 0.31
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 0.95
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0.99
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0
factor(worker_id)2:factor(category_id)12 0.09
factor(worker_id)2:factor(category_id)13 1
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 0.02
factor(worker_id)2:factor(category_id)16 0
factor(worker_id)2:factor(category_id)17 1
factor(worker_id)2:factor(category_id)18 1
factor(worker_id)2:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 1
factor(worker_id)2:factor(category_id)21 0.93
factor(worker_id)2:factor(category_id)22 1
factor(worker_id)2:factor(category_id)23 0
factor(worker_id)2:factor(category_id)24 0.94
factor(worker_id)2:factor(category_id)25 0.99
factor(worker_id)2:factor(category_id)26 0
factor(worker_id)2:factor(category_id)27 0
factor(worker_id)2:factor(category_id)28 0
factor(worker_id)2:factor(category_id)29 0
factor(worker_id)2:factor(category_id)30 0.02

Significant match effect number = 12 out of 29

num_process = 100, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.005 0.103 -0.181 -0.008 0.322
factor(worker_id)2 100 0 0.014 0.127 -0.303 0.014 0.373
factor(category_id)2 100 0 0.011 0.156 -0.407 0.016 0.294
factor(category_id)3 100 0 -0.005 0.137 -0.486 0.003 0.346
factor(category_id)4 100 0 0.011 0.141 -0.314 0.017 0.306
factor(category_id)5 100 0 0.009 0.126 -0.280 0.010 0.307
factor(category_id)6 100 0 0.010 0.148 -0.403 0.012 0.347
factor(category_id)7 100 0 -0.019 0.133 -0.417 -0.019 0.314
factor(category_id)8 100 0 0.000 0.162 -0.574 0.003 0.417
factor(category_id)9 100 0 0.022 0.137 -0.266 0.027 0.348
factor(category_id)10 100 0 0.016 0.150 -0.270 0.025 0.358
factor(category_id)11 100 0 0.005 0.138 -0.296 0.011 0.283
factor(category_id)12 100 0 0.004 0.136 -0.375 -0.002 0.326
factor(category_id)13 100 0 -0.008 0.129 -0.355 0.010 0.270
factor(category_id)14 100 0 0.002 0.129 -0.277 -0.001 0.290
factor(category_id)15 100 0 0.004 0.156 -0.424 0.013 0.332
factor(category_id)16 100 0 0.020 0.144 -0.410 0.033 0.352
factor(category_id)17 100 0 0.016 0.138 -0.467 0.011 0.386
factor(category_id)18 100 0 -0.008 0.152 -0.393 0.007 0.308
factor(category_id)19 100 0 -0.011 0.133 -0.462 0.003 0.310
factor(category_id)20 100 0 0.018 0.143 -0.375 0.019 0.346
factor(category_id)21 100 0 0.004 0.145 -0.389 0.018 0.349
factor(category_id)22 100 0 0.011 0.156 -0.375 0.022 0.384
factor(category_id)23 100 0 -0.002 0.143 -0.372 -0.001 0.358
factor(category_id)24 100 0 0.009 0.144 -0.423 0.011 0.352
factor(category_id)25 100 0 0.015 0.157 -0.429 0.010 0.391
factor(category_id)26 100 0 0.013 0.134 -0.242 -0.001 0.367
factor(category_id)27 100 0 0.022 0.131 -0.279 0.000 0.342
factor(category_id)28 100 0 0.014 0.133 -0.339 0.025 0.332
factor(category_id)29 100 0 0.012 0.129 -0.392 0.026 0.350
factor(category_id)30 100 0 0.003 0.157 -0.448 0.014 0.394
factor(worker_id)2:factor(category_id)2 100 0 -0.004 0.198 -0.420 0.005 0.461
factor(worker_id)2:factor(category_id)3 100 0 -0.015 0.197 -0.592 0.001 0.583
factor(worker_id)2:factor(category_id)4 100 0 -0.002 0.195 -0.391 -0.014 0.619
factor(worker_id)2:factor(category_id)5 100 0 -0.007 0.175 -0.351 -0.032 0.427
factor(worker_id)2:factor(category_id)6 100 0 -0.018 0.193 -0.433 -0.022 0.596
factor(worker_id)2:factor(category_id)7 100 0 0.014 0.174 -0.405 0.038 0.443
factor(worker_id)2:factor(category_id)8 100 0 0.006 0.198 -0.512 -0.010 0.598
factor(worker_id)2:factor(category_id)9 100 0 -0.023 0.159 -0.419 -0.040 0.370
factor(worker_id)2:factor(category_id)10 100 0 -0.038 0.212 -0.690 -0.011 0.469
factor(worker_id)2:factor(category_id)11 100 0 -0.006 0.165 -0.397 -0.024 0.394
factor(worker_id)2:factor(category_id)12 100 0 -0.015 0.176 -0.623 0.001 0.390
factor(worker_id)2:factor(category_id)13 100 0 -0.002 0.186 -0.531 -0.008 0.546
factor(worker_id)2:factor(category_id)14 100 0 -0.004 0.179 -0.500 -0.002 0.430
factor(worker_id)2:factor(category_id)15 100 0 -0.022 0.186 -0.512 0.004 0.468
factor(worker_id)2:factor(category_id)16 100 0 -0.025 0.194 -0.547 -0.026 0.430
factor(worker_id)2:factor(category_id)17 100 0 -0.035 0.173 -0.524 -0.036 0.357
factor(worker_id)2:factor(category_id)18 100 0 -0.012 0.177 -0.434 -0.013 0.385
factor(worker_id)2:factor(category_id)19 100 0 0.009 0.191 -0.502 0.025 0.690
factor(worker_id)2:factor(category_id)20 100 0 -0.023 0.185 -0.467 -0.038 0.406
factor(worker_id)2:factor(category_id)21 100 0 -0.017 0.182 -0.367 -0.043 0.385
factor(worker_id)2:factor(category_id)22 100 0 -0.024 0.199 -0.557 -0.039 0.535
factor(worker_id)2:factor(category_id)23 100 0 -0.014 0.200 -0.657 -0.001 0.348
factor(worker_id)2:factor(category_id)24 100 0 -0.025 0.193 -0.545 -0.014 0.568
factor(worker_id)2:factor(category_id)25 100 0 -0.039 0.196 -0.563 -0.028 0.483
factor(worker_id)2:factor(category_id)26 100 0 -0.025 0.170 -0.471 -0.024 0.393
factor(worker_id)2:factor(category_id)27 100 0 -0.034 0.184 -0.361 -0.042 0.397
factor(worker_id)2:factor(category_id)28 100 0 -0.022 0.194 -0.490 -0.018 0.406
factor(worker_id)2:factor(category_id)29 100 0 -0.013 0.178 -0.735 0.013 0.386
factor(worker_id)2:factor(category_id)30 100 0 -0.017 0.196 -0.431 -0.035 0.530

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(category_id)2 0
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)2:factor(category_id)3 0.89
factor(worker_id)2:factor(category_id)4 0.36
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)2:factor(category_id)6 0.13
factor(worker_id)2:factor(category_id)7 1
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 1
factor(worker_id)2:factor(category_id)11 1
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 0.34
factor(worker_id)2:factor(category_id)15 1
factor(worker_id)2:factor(category_id)16 0.02
factor(worker_id)2:factor(category_id)17 0.94
factor(worker_id)2:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 1
factor(worker_id)2:factor(category_id)20 1
factor(worker_id)2:factor(category_id)21 1
factor(worker_id)2:factor(category_id)22 0.01
factor(worker_id)2:factor(category_id)23 1
factor(worker_id)2:factor(category_id)24 1
factor(worker_id)2:factor(category_id)25 0
factor(worker_id)2:factor(category_id)26 0.07
factor(worker_id)2:factor(category_id)27 0.42
factor(worker_id)2:factor(category_id)28 1
factor(worker_id)2:factor(category_id)29 1
factor(worker_id)2:factor(category_id)30 0.88

Significant match effect number = 16 out of 29

num_process = 500, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.001 0.048 -0.120 0.003 0.115
factor(worker_id)2 100 0 0.009 0.068 -0.155 0.016 0.148
factor(category_id)2 100 0 0.005 0.064 -0.133 0.003 0.152
factor(category_id)3 100 0 0.001 0.071 -0.163 0.000 0.168
factor(category_id)4 100 0 0.007 0.067 -0.128 -0.002 0.165
factor(category_id)5 100 0 0.003 0.061 -0.167 0.008 0.140
factor(category_id)6 100 0 0.001 0.063 -0.126 0.007 0.157
factor(category_id)7 100 0 0.002 0.061 -0.161 0.008 0.157
factor(category_id)8 100 0 0.007 0.073 -0.169 0.007 0.188
factor(category_id)9 100 0 -0.001 0.061 -0.153 -0.002 0.142
factor(category_id)10 100 0 0.002 0.065 -0.155 0.004 0.176
factor(category_id)11 100 0 -0.004 0.061 -0.180 -0.004 0.131
factor(category_id)12 100 0 0.002 0.064 -0.161 0.005 0.164
factor(category_id)13 100 0 -0.002 0.065 -0.155 -0.011 0.174
factor(category_id)14 100 0 0.010 0.065 -0.149 0.015 0.205
factor(category_id)15 100 0 0.012 0.064 -0.163 0.004 0.154
factor(category_id)16 100 0 0.007 0.064 -0.159 0.004 0.167
factor(category_id)17 100 0 0.003 0.065 -0.161 0.004 0.144
factor(category_id)18 100 0 0.005 0.060 -0.132 -0.003 0.172
factor(category_id)19 100 0 -0.001 0.069 -0.196 0.011 0.144
factor(category_id)20 100 0 -0.003 0.062 -0.130 -0.006 0.148
factor(category_id)21 100 0 0.000 0.058 -0.128 0.006 0.175
factor(category_id)22 100 0 -0.009 0.065 -0.158 -0.005 0.159
factor(category_id)23 100 0 -0.002 0.066 -0.176 -0.001 0.140
factor(category_id)24 100 0 0.003 0.063 -0.135 0.008 0.171
factor(category_id)25 100 0 0.000 0.064 -0.167 -0.003 0.135
factor(category_id)26 100 0 -0.005 0.061 -0.122 -0.012 0.159
factor(category_id)27 100 0 0.006 0.067 -0.167 0.006 0.145
factor(category_id)28 100 0 0.007 0.066 -0.158 0.003 0.153
factor(category_id)29 100 0 -0.004 0.067 -0.185 -0.006 0.166
factor(category_id)30 100 0 0.006 0.069 -0.204 0.007 0.144
factor(worker_id)2:factor(category_id)2 100 0 -0.016 0.081 -0.262 -0.004 0.182
factor(worker_id)2:factor(category_id)3 100 0 -0.008 0.100 -0.274 -0.016 0.233
factor(worker_id)2:factor(category_id)4 100 0 -0.018 0.087 -0.269 -0.024 0.208
factor(worker_id)2:factor(category_id)5 100 0 -0.012 0.090 -0.232 -0.021 0.251
factor(worker_id)2:factor(category_id)6 100 0 -0.019 0.089 -0.208 -0.021 0.251
factor(worker_id)2:factor(category_id)7 100 0 -0.012 0.087 -0.188 -0.013 0.208
factor(worker_id)2:factor(category_id)8 100 0 -0.009 0.108 -0.226 -0.020 0.270
factor(worker_id)2:factor(category_id)9 100 0 0.000 0.093 -0.197 -0.005 0.242
factor(worker_id)2:factor(category_id)10 100 0 -0.012 0.092 -0.254 -0.005 0.168
factor(worker_id)2:factor(category_id)11 100 0 -0.001 0.090 -0.232 -0.007 0.204
factor(worker_id)2:factor(category_id)12 100 0 -0.011 0.095 -0.245 -0.003 0.233
factor(worker_id)2:factor(category_id)13 100 0 0.004 0.092 -0.232 0.002 0.223
factor(worker_id)2:factor(category_id)14 100 0 -0.018 0.087 -0.212 -0.009 0.250
factor(worker_id)2:factor(category_id)15 100 0 -0.018 0.090 -0.213 -0.013 0.179
factor(worker_id)2:factor(category_id)16 100 0 -0.010 0.096 -0.210 -0.002 0.305
factor(worker_id)2:factor(category_id)17 100 0 -0.010 0.084 -0.233 -0.003 0.204
factor(worker_id)2:factor(category_id)18 100 0 -0.015 0.090 -0.197 -0.027 0.181
factor(worker_id)2:factor(category_id)19 100 0 -0.010 0.095 -0.232 -0.020 0.241
factor(worker_id)2:factor(category_id)20 100 0 0.000 0.096 -0.265 0.005 0.230
factor(worker_id)2:factor(category_id)21 100 0 -0.009 0.086 -0.192 -0.011 0.179
factor(worker_id)2:factor(category_id)22 100 0 0.003 0.095 -0.199 0.006 0.330
factor(worker_id)2:factor(category_id)23 100 0 0.001 0.094 -0.166 -0.009 0.259
factor(worker_id)2:factor(category_id)24 100 0 -0.023 0.090 -0.237 -0.028 0.196
factor(worker_id)2:factor(category_id)25 100 0 -0.006 0.094 -0.204 -0.006 0.236
factor(worker_id)2:factor(category_id)26 100 0 -0.010 0.087 -0.216 -0.009 0.202
factor(worker_id)2:factor(category_id)27 100 0 -0.011 0.095 -0.217 -0.009 0.234
factor(worker_id)2:factor(category_id)28 100 0 -0.013 0.096 -0.256 0.002 0.298
factor(worker_id)2:factor(category_id)29 100 0 -0.002 0.087 -0.224 0.011 0.230
factor(worker_id)2:factor(category_id)30 100 0 -0.017 0.094 -0.212 -0.013 0.197

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)2:factor(category_id)6 1
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 1
factor(worker_id)2:factor(category_id)11 1
factor(worker_id)2:factor(category_id)12 1
factor(worker_id)2:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 1
factor(worker_id)2:factor(category_id)16 0
factor(worker_id)2:factor(category_id)17 0.99
factor(worker_id)2:factor(category_id)18 1
factor(worker_id)2:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 0.02
factor(worker_id)2:factor(category_id)21 0
factor(worker_id)2:factor(category_id)22 0
factor(worker_id)2:factor(category_id)23 1
factor(worker_id)2:factor(category_id)24 0
factor(worker_id)2:factor(category_id)25 0.02
factor(worker_id)2:factor(category_id)26 0
factor(worker_id)2:factor(category_id)27 1
factor(worker_id)2:factor(category_id)28 1
factor(worker_id)2:factor(category_id)29 1
factor(worker_id)2:factor(category_id)30 0

Significant match effect number = 13 out of 29

worker=2 category=50 data

num_process = 10, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.025 0.361 -0.789 -0.043 0.953
factor(worker_id)2 100 0 0.052 0.468 -1.138 0.072 1.296
factor(category_id)2 100 0 0.057 0.521 -1.230 0.031 1.307
factor(category_id)3 100 0 0.048 0.466 -1.083 0.110 0.993
factor(category_id)4 100 0 0.033 0.479 -1.520 0.133 1.147
factor(category_id)5 100 0 -0.012 0.474 -1.097 -0.009 0.955
factor(category_id)6 100 0 0.005 0.506 -1.231 0.033 1.206
factor(category_id)7 100 0 0.002 0.458 -1.139 0.045 0.982
factor(category_id)8 100 0 0.045 0.470 -1.636 0.044 1.123
factor(category_id)9 100 0 0.072 0.453 -1.143 0.063 1.118
factor(category_id)10 100 0 0.030 0.482 -1.053 -0.007 1.123
factor(category_id)11 100 0 0.015 0.470 -1.625 -0.015 1.200
factor(category_id)12 100 0 0.018 0.501 -1.111 0.019 1.223
factor(category_id)13 100 0 0.001 0.459 -1.231 0.025 1.103
factor(category_id)14 100 0 0.032 0.509 -1.283 0.073 1.128
factor(category_id)15 100 0 0.047 0.460 -0.978 0.018 1.099
factor(category_id)16 100 0 0.069 0.525 -1.114 0.016 1.270
factor(category_id)17 100 0 0.051 0.460 -1.109 0.046 1.127
factor(category_id)18 100 0 -0.051 0.547 -1.082 0.001 1.273
factor(category_id)19 100 0 -0.012 0.445 -1.209 -0.013 1.096
factor(category_id)20 100 0 0.017 0.471 -1.336 0.020 1.057
factor(category_id)21 100 0 0.027 0.520 -1.202 -0.004 1.385
factor(category_id)22 100 0 0.034 0.504 -1.510 0.098 1.019
factor(category_id)23 100 0 -0.008 0.495 -0.954 0.027 1.117
factor(category_id)24 100 0 0.049 0.481 -1.091 0.068 1.227
factor(category_id)25 100 0 0.046 0.467 -0.979 0.053 1.281
factor(category_id)26 100 0 0.014 0.462 -1.122 0.063 1.142
factor(category_id)27 100 0 0.046 0.534 -1.355 0.038 1.446
factor(category_id)28 100 0 0.033 0.452 -1.349 -0.001 1.337
factor(category_id)29 100 0 0.007 0.509 -1.418 -0.021 1.339
factor(category_id)30 100 0 0.042 0.509 -1.592 -0.004 1.066
factor(category_id)31 100 0 0.049 0.499 -1.045 0.005 1.087
factor(category_id)32 100 0 -0.007 0.499 -1.715 -0.033 1.075
factor(category_id)33 100 0 -0.033 0.512 -1.209 -0.054 1.170
factor(category_id)34 100 0 0.013 0.463 -1.017 0.044 1.318
factor(category_id)35 100 0 0.019 0.512 -1.593 0.037 1.191
factor(category_id)36 100 0 0.048 0.527 -1.097 0.078 1.158
factor(category_id)37 100 0 0.005 0.483 -1.204 0.038 0.965
factor(category_id)38 100 0 0.041 0.510 -1.225 0.053 1.173
factor(category_id)39 100 0 0.003 0.553 -1.543 0.025 1.155
factor(category_id)40 100 0 0.034 0.463 -1.107 -0.019 1.151
factor(category_id)41 100 0 0.038 0.487 -0.937 0.050 1.277
factor(category_id)42 100 0 0.067 0.494 -0.978 0.060 1.243
factor(category_id)43 100 0 0.036 0.477 -1.587 0.016 1.377
factor(category_id)44 100 0 -0.017 0.513 -1.233 -0.028 1.438
factor(category_id)45 100 0 0.079 0.514 -1.137 0.119 1.171
factor(category_id)46 100 0 0.040 0.486 -1.185 0.094 1.398
factor(category_id)47 100 0 0.007 0.458 -1.122 0.059 1.329
factor(category_id)48 100 0 0.060 0.458 -1.065 0.101 0.921
factor(category_id)49 100 0 -0.024 0.450 -1.431 -0.093 1.029
factor(category_id)50 100 0 0.005 0.469 -1.131 -0.030 1.262
factor(worker_id)2:factor(category_id)2 100 0 -0.118 0.712 -1.866 -0.144 1.793
factor(worker_id)2:factor(category_id)3 100 0 -0.129 0.622 -1.213 -0.145 1.378
factor(worker_id)2:factor(category_id)4 100 0 -0.060 0.616 -1.433 -0.165 1.925
factor(worker_id)2:factor(category_id)5 100 0 -0.011 0.680 -1.611 0.040 1.449
factor(worker_id)2:factor(category_id)6 100 0 -0.001 0.628 -1.452 -0.040 1.584
factor(worker_id)2:factor(category_id)7 100 0 0.007 0.585 -1.380 -0.007 1.884
factor(worker_id)2:factor(category_id)8 100 0 -0.106 0.644 -1.535 -0.103 1.759
factor(worker_id)2:factor(category_id)9 100 0 -0.097 0.612 -1.628 -0.105 1.218
factor(worker_id)2:factor(category_id)10 100 0 -0.051 0.681 -1.978 0.005 2.077
factor(worker_id)2:factor(category_id)11 100 0 -0.050 0.678 -2.180 -0.075 2.006
factor(worker_id)2:factor(category_id)12 100 0 -0.061 0.690 -1.916 -0.032 1.808
factor(worker_id)2:factor(category_id)13 100 0 -0.012 0.653 -1.469 -0.066 2.035
factor(worker_id)2:factor(category_id)14 100 0 -0.034 0.632 -1.734 -0.064 1.873
factor(worker_id)2:factor(category_id)15 100 0 -0.066 0.579 -1.839 -0.014 1.343
factor(worker_id)2:factor(category_id)16 100 0 -0.065 0.625 -1.456 -0.051 1.550
factor(worker_id)2:factor(category_id)17 100 0 -0.099 0.632 -1.724 -0.095 1.692
factor(worker_id)2:factor(category_id)18 100 0 0.084 0.666 -1.846 0.110 1.380
factor(worker_id)2:factor(category_id)19 100 0 -0.050 0.604 -2.175 -0.089 1.384
factor(worker_id)2:factor(category_id)20 100 0 -0.070 0.600 -1.439 -0.029 1.203
factor(worker_id)2:factor(category_id)21 100 0 -0.073 0.656 -1.527 -0.062 1.804
factor(worker_id)2:factor(category_id)22 100 0 -0.139 0.670 -1.731 -0.105 1.724
factor(worker_id)2:factor(category_id)23 100 0 -0.009 0.653 -1.495 -0.045 1.407
factor(worker_id)2:factor(category_id)24 100 0 -0.103 0.634 -1.452 -0.116 1.354
factor(worker_id)2:factor(category_id)25 100 0 -0.066 0.607 -1.376 -0.049 1.305
factor(worker_id)2:factor(category_id)26 100 0 -0.018 0.619 -1.286 -0.012 1.444
factor(worker_id)2:factor(category_id)27 100 0 -0.106 0.678 -1.799 -0.157 1.546
factor(worker_id)2:factor(category_id)28 100 0 -0.122 0.607 -1.620 -0.167 1.518
factor(worker_id)2:factor(category_id)29 100 0 -0.041 0.669 -1.714 -0.034 1.935
factor(worker_id)2:factor(category_id)30 100 0 -0.032 0.699 -1.686 0.020 2.195
factor(worker_id)2:factor(category_id)31 100 0 -0.028 0.655 -1.476 -0.027 1.606
factor(worker_id)2:factor(category_id)32 100 0 0.039 0.674 -1.527 0.013 2.174
factor(worker_id)2:factor(category_id)33 100 0 -0.027 0.722 -2.211 -0.094 1.676
factor(worker_id)2:factor(category_id)34 100 0 -0.038 0.639 -1.366 -0.066 1.734
factor(worker_id)2:factor(category_id)35 100 0 -0.011 0.688 -1.124 -0.133 1.910
factor(worker_id)2:factor(category_id)36 100 0 -0.081 0.673 -1.493 -0.180 1.925
factor(worker_id)2:factor(category_id)37 100 0 -0.037 0.680 -1.471 -0.038 1.544
factor(worker_id)2:factor(category_id)38 100 0 -0.015 0.644 -1.822 -0.021 1.877
factor(worker_id)2:factor(category_id)39 100 0 -0.024 0.748 -2.220 -0.044 1.938
factor(worker_id)2:factor(category_id)40 100 0 -0.059 0.651 -1.506 -0.083 1.648
factor(worker_id)2:factor(category_id)41 100 0 -0.062 0.646 -1.373 -0.138 1.728
factor(worker_id)2:factor(category_id)42 100 0 -0.064 0.652 -1.749 -0.180 1.455
factor(worker_id)2:factor(category_id)43 100 0 -0.068 0.658 -1.427 -0.177 1.940
factor(worker_id)2:factor(category_id)44 100 0 -0.023 0.762 -2.232 -0.129 1.991
factor(worker_id)2:factor(category_id)45 100 0 -0.058 0.648 -1.458 -0.020 1.468
factor(worker_id)2:factor(category_id)46 100 0 -0.053 0.643 -1.556 -0.053 1.577
factor(worker_id)2:factor(category_id)47 100 0 -0.089 0.573 -1.842 -0.112 1.301
factor(worker_id)2:factor(category_id)48 100 0 -0.112 0.630 -1.987 -0.172 1.353
factor(worker_id)2:factor(category_id)49 100 0 -0.006 0.627 -1.634 0.027 1.684
factor(worker_id)2:factor(category_id)50 100 0 -0.040 0.661 -1.574 -0.032 1.741

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.95
factor(category_id)2 0.43
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(category_id)31 1
factor(category_id)32 1
factor(category_id)33 1
factor(category_id)34 1
factor(category_id)35 1
factor(category_id)36 1
factor(category_id)37 1
factor(category_id)38 1
factor(category_id)39 1
factor(category_id)40 1
factor(category_id)41 1
factor(category_id)42 1
factor(category_id)43 1
factor(category_id)44 1
factor(category_id)45 1
factor(category_id)46 1
factor(category_id)47 1
factor(category_id)48 1
factor(category_id)49 1
factor(category_id)50 1
factor(worker_id)2:factor(category_id)2 0.06
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0.13
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0.01
factor(worker_id)2:factor(category_id)11 0.05
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 0.03
factor(worker_id)2:factor(category_id)16 0.02
factor(worker_id)2:factor(category_id)17 0.01
factor(worker_id)2:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 0
factor(worker_id)2:factor(category_id)21 0
factor(worker_id)2:factor(category_id)22 0
factor(worker_id)2:factor(category_id)23 0.01
factor(worker_id)2:factor(category_id)24 0
factor(worker_id)2:factor(category_id)25 0
factor(worker_id)2:factor(category_id)26 0
factor(worker_id)2:factor(category_id)27 0
factor(worker_id)2:factor(category_id)28 0.03
factor(worker_id)2:factor(category_id)29 0.02
factor(worker_id)2:factor(category_id)30 0
factor(worker_id)2:factor(category_id)31 0
factor(worker_id)2:factor(category_id)32 0
factor(worker_id)2:factor(category_id)33 0
factor(worker_id)2:factor(category_id)34 0
factor(worker_id)2:factor(category_id)35 0.06
factor(worker_id)2:factor(category_id)36 0
factor(worker_id)2:factor(category_id)37 0
factor(worker_id)2:factor(category_id)38 0
factor(worker_id)2:factor(category_id)39 0
factor(worker_id)2:factor(category_id)40 0
factor(worker_id)2:factor(category_id)41 1
factor(worker_id)2:factor(category_id)42 0.03
factor(worker_id)2:factor(category_id)43 0.01
factor(worker_id)2:factor(category_id)44 0.04
factor(worker_id)2:factor(category_id)45 0.8
factor(worker_id)2:factor(category_id)46 0
factor(worker_id)2:factor(category_id)47 0
factor(worker_id)2:factor(category_id)48 0.39
factor(worker_id)2:factor(category_id)49 0
factor(worker_id)2:factor(category_id)50 0

Significant match effect number = 1 out of 49

num_process = 20, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.013 0.247 -0.638 -0.017 0.581
factor(worker_id)2 100 0 0.055 0.344 -0.725 0.042 0.963
factor(category_id)2 100 0 -0.009 0.336 -0.859 0.012 0.798
factor(category_id)3 100 0 0.024 0.328 -0.619 0.022 0.808
factor(category_id)4 100 0 0.017 0.357 -0.874 0.008 0.819
factor(category_id)5 100 0 -0.017 0.344 -0.729 -0.004 0.876
factor(category_id)6 100 0 0.029 0.346 -0.910 0.041 1.091
factor(category_id)7 100 0 0.011 0.339 -0.769 0.020 0.922
factor(category_id)8 100 0 -0.005 0.342 -0.885 -0.017 0.714
factor(category_id)9 100 0 0.018 0.347 -0.865 0.036 0.772
factor(category_id)10 100 0 0.016 0.326 -0.678 0.033 0.739
factor(category_id)11 100 0 -0.020 0.372 -0.967 0.034 0.977
factor(category_id)12 100 0 0.008 0.348 -0.896 0.008 1.134
factor(category_id)13 100 0 0.035 0.308 -0.709 0.048 0.796
factor(category_id)14 100 0 0.034 0.348 -0.824 -0.012 1.110
factor(category_id)15 100 0 -0.047 0.334 -1.226 -0.015 0.846
factor(category_id)16 100 0 -0.012 0.363 -0.753 -0.054 0.979
factor(category_id)17 100 0 0.006 0.349 -0.818 -0.047 0.846
factor(category_id)18 100 0 -0.042 0.343 -0.824 -0.028 0.897
factor(category_id)19 100 0 0.009 0.344 -1.189 0.022 0.710
factor(category_id)20 100 0 0.004 0.300 -0.884 -0.029 0.857
factor(category_id)21 100 0 0.046 0.339 -0.610 0.063 0.852
factor(category_id)22 100 0 0.009 0.369 -0.842 0.047 0.953
factor(category_id)23 100 0 0.031 0.323 -0.756 0.001 0.914
factor(category_id)24 100 0 0.034 0.317 -0.672 0.036 0.721
factor(category_id)25 100 0 0.021 0.400 -0.868 0.048 0.860
factor(category_id)26 100 0 0.025 0.324 -0.738 0.033 0.706
factor(category_id)27 100 0 -0.020 0.301 -0.955 -0.001 0.712
factor(category_id)28 100 0 0.001 0.343 -0.783 0.001 0.742
factor(category_id)29 100 0 0.025 0.302 -0.682 0.051 0.734
factor(category_id)30 100 0 0.002 0.359 -0.878 0.028 1.033
factor(category_id)31 100 0 0.014 0.315 -0.926 0.040 0.741
factor(category_id)32 100 0 0.032 0.339 -0.826 0.012 1.119
factor(category_id)33 100 0 0.014 0.339 -0.691 0.054 0.778
factor(category_id)34 100 0 0.042 0.295 -0.804 0.037 0.995
factor(category_id)35 100 0 0.012 0.346 -0.830 0.020 0.812
factor(category_id)36 100 0 -0.010 0.353 -0.748 0.076 0.589
factor(category_id)37 100 0 0.012 0.347 -0.977 0.024 0.707
factor(category_id)38 100 0 0.030 0.337 -0.663 0.045 1.046
factor(category_id)39 100 0 0.007 0.305 -0.768 0.012 0.730
factor(category_id)40 100 0 -0.004 0.335 -0.776 0.021 0.789
factor(category_id)41 100 0 0.015 0.354 -0.770 0.016 0.771
factor(category_id)42 100 0 0.019 0.350 -0.948 0.053 0.746
factor(category_id)43 100 0 -0.007 0.326 -0.695 0.006 0.694
factor(category_id)44 100 0 0.003 0.327 -0.819 0.008 0.873
factor(category_id)45 100 0 0.004 0.337 -0.842 0.000 0.926
factor(category_id)46 100 0 0.027 0.327 -0.677 -0.005 0.797
factor(category_id)47 100 0 0.036 0.334 -0.862 0.040 1.121
factor(category_id)48 100 0 0.009 0.316 -0.717 0.027 0.727
factor(category_id)49 100 0 0.020 0.318 -0.911 -0.022 0.803
factor(category_id)50 100 0 0.037 0.310 -0.667 0.021 0.974
factor(worker_id)2:factor(category_id)2 100 0 -0.026 0.472 -1.295 -0.020 1.342
factor(worker_id)2:factor(category_id)3 100 0 -0.064 0.486 -1.257 -0.066 1.029
factor(worker_id)2:factor(category_id)4 100 0 -0.053 0.438 -1.270 -0.043 1.054
factor(worker_id)2:factor(category_id)5 100 0 -0.057 0.519 -1.121 -0.051 1.352
factor(worker_id)2:factor(category_id)6 100 0 -0.043 0.473 -1.160 -0.076 0.980
factor(worker_id)2:factor(category_id)7 100 0 -0.045 0.498 -1.237 -0.063 1.030
factor(worker_id)2:factor(category_id)8 100 0 -0.055 0.493 -1.077 -0.064 1.237
factor(worker_id)2:factor(category_id)9 100 0 -0.041 0.443 -1.200 -0.022 0.848
factor(worker_id)2:factor(category_id)10 100 0 -0.018 0.450 -0.881 -0.034 1.601
factor(worker_id)2:factor(category_id)11 100 0 0.006 0.518 -1.538 0.013 1.248
factor(worker_id)2:factor(category_id)12 100 0 -0.015 0.488 -1.500 -0.048 0.914
factor(worker_id)2:factor(category_id)13 100 0 -0.086 0.432 -1.161 -0.017 0.837
factor(worker_id)2:factor(category_id)14 100 0 -0.056 0.457 -1.180 -0.027 0.997
factor(worker_id)2:factor(category_id)15 100 0 0.018 0.424 -0.993 0.016 0.869
factor(worker_id)2:factor(category_id)16 100 0 -0.006 0.494 -1.877 -0.027 0.992
factor(worker_id)2:factor(category_id)17 100 0 -0.052 0.442 -1.083 0.010 1.012
factor(worker_id)2:factor(category_id)18 100 0 0.004 0.475 -1.251 0.059 1.060
factor(worker_id)2:factor(category_id)19 100 0 -0.044 0.460 -1.204 0.012 1.198
factor(worker_id)2:factor(category_id)20 100 0 -0.041 0.440 -1.058 0.008 1.117
factor(worker_id)2:factor(category_id)21 100 0 -0.069 0.474 -1.159 -0.032 1.147
factor(worker_id)2:factor(category_id)22 100 0 -0.005 0.469 -1.795 -0.012 1.014
factor(worker_id)2:factor(category_id)23 100 0 -0.094 0.423 -1.069 -0.051 0.901
factor(worker_id)2:factor(category_id)24 100 0 -0.066 0.438 -1.085 -0.086 1.137
factor(worker_id)2:factor(category_id)25 100 0 -0.045 0.514 -1.379 -0.048 1.038
factor(worker_id)2:factor(category_id)26 100 0 -0.051 0.485 -1.013 -0.010 1.165
factor(worker_id)2:factor(category_id)27 100 0 -0.054 0.441 -1.121 -0.119 1.106
factor(worker_id)2:factor(category_id)28 100 0 -0.043 0.522 -1.281 -0.075 1.242
factor(worker_id)2:factor(category_id)29 100 0 -0.066 0.420 -1.037 -0.095 0.990
factor(worker_id)2:factor(category_id)30 100 0 -0.027 0.494 -1.407 -0.038 1.019
factor(worker_id)2:factor(category_id)31 100 0 -0.075 0.435 -1.177 -0.057 1.169
factor(worker_id)2:factor(category_id)32 100 0 -0.069 0.492 -1.289 -0.061 1.065
factor(worker_id)2:factor(category_id)33 100 0 -0.021 0.464 -1.410 -0.017 0.880
factor(worker_id)2:factor(category_id)34 100 0 -0.083 0.435 -1.530 -0.069 0.973
factor(worker_id)2:factor(category_id)35 100 0 -0.043 0.459 -1.175 -0.034 1.026
factor(worker_id)2:factor(category_id)36 100 0 0.020 0.461 -1.039 0.010 1.302
factor(worker_id)2:factor(category_id)37 100 0 -0.055 0.478 -0.979 -0.040 1.352
factor(worker_id)2:factor(category_id)38 100 0 -0.079 0.476 -1.382 -0.028 1.375
factor(worker_id)2:factor(category_id)39 100 0 -0.048 0.454 -1.017 -0.032 1.121
factor(worker_id)2:factor(category_id)40 100 0 -0.070 0.436 -1.124 -0.059 1.254
factor(worker_id)2:factor(category_id)41 100 0 -0.095 0.498 -1.239 -0.076 1.216
factor(worker_id)2:factor(category_id)42 100 0 -0.072 0.482 -1.212 -0.063 1.051
factor(worker_id)2:factor(category_id)43 100 0 -0.026 0.465 -1.118 0.006 0.895
factor(worker_id)2:factor(category_id)44 100 0 -0.065 0.460 -1.136 -0.022 1.125
factor(worker_id)2:factor(category_id)45 100 0 -0.058 0.474 -1.282 -0.016 0.911
factor(worker_id)2:factor(category_id)46 100 0 -0.088 0.462 -1.230 -0.050 0.900
factor(worker_id)2:factor(category_id)47 100 0 -0.070 0.494 -1.204 -0.022 1.029
factor(worker_id)2:factor(category_id)48 100 0 -0.058 0.450 -1.484 -0.008 0.895
factor(worker_id)2:factor(category_id)49 100 0 -0.094 0.460 -1.144 -0.055 0.813
factor(worker_id)2:factor(category_id)50 100 0 -0.110 0.445 -1.260 -0.047 0.887

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.68
factor(category_id)2 1
factor(category_id)3 0.75
factor(category_id)4 0.97
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(category_id)31 1
factor(category_id)32 1
factor(category_id)33 1
factor(category_id)34 1
factor(category_id)35 1
factor(category_id)36 1
factor(category_id)37 1
factor(category_id)38 1
factor(category_id)39 1
factor(category_id)40 1
factor(category_id)41 1
factor(category_id)42 1
factor(category_id)43 1
factor(category_id)44 1
factor(category_id)45 1
factor(category_id)46 1
factor(category_id)47 1
factor(category_id)48 1
factor(category_id)49 1
factor(category_id)50 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0.02
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 0.16
factor(worker_id)2:factor(category_id)6 0.98
factor(worker_id)2:factor(category_id)7 0.16
factor(worker_id)2:factor(category_id)8 0.33
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 1
factor(worker_id)2:factor(category_id)11 0
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)2:factor(category_id)16 0.09
factor(worker_id)2:factor(category_id)17 0.65
factor(worker_id)2:factor(category_id)18 0.33
factor(worker_id)2:factor(category_id)19 0.89
factor(worker_id)2:factor(category_id)20 0.92
factor(worker_id)2:factor(category_id)21 0.09
factor(worker_id)2:factor(category_id)22 0.59
factor(worker_id)2:factor(category_id)23 0.02
factor(worker_id)2:factor(category_id)24 0.23
factor(worker_id)2:factor(category_id)25 0
factor(worker_id)2:factor(category_id)26 1
factor(worker_id)2:factor(category_id)27 0
factor(worker_id)2:factor(category_id)28 0
factor(worker_id)2:factor(category_id)29 1
factor(worker_id)2:factor(category_id)30 0.11
factor(worker_id)2:factor(category_id)31 0
factor(worker_id)2:factor(category_id)32 0
factor(worker_id)2:factor(category_id)33 0
factor(worker_id)2:factor(category_id)34 0.02
factor(worker_id)2:factor(category_id)35 0
factor(worker_id)2:factor(category_id)36 0.02
factor(worker_id)2:factor(category_id)37 0
factor(worker_id)2:factor(category_id)38 0.97
factor(worker_id)2:factor(category_id)39 0.04
factor(worker_id)2:factor(category_id)40 0
factor(worker_id)2:factor(category_id)41 0
factor(worker_id)2:factor(category_id)42 0
factor(worker_id)2:factor(category_id)43 0
factor(worker_id)2:factor(category_id)44 0
factor(worker_id)2:factor(category_id)45 0.1
factor(worker_id)2:factor(category_id)46 0
factor(worker_id)2:factor(category_id)47 0
factor(worker_id)2:factor(category_id)48 0.76
factor(worker_id)2:factor(category_id)49 0
factor(worker_id)2:factor(category_id)50 0.71

Significant match effect number = 8 out of 49

num_process = 30, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.032 0.168 -0.292 0.019 0.522
factor(worker_id)2 100 0 -0.010 0.233 -0.603 0.016 0.516
factor(category_id)2 100 0 -0.026 0.240 -0.674 -0.022 0.544
factor(category_id)3 100 0 -0.053 0.273 -0.813 -0.040 0.452
factor(category_id)4 100 0 -0.026 0.238 -0.520 -0.034 0.640
factor(category_id)5 100 0 -0.031 0.257 -0.586 -0.034 0.533
factor(category_id)6 100 0 -0.041 0.268 -0.762 -0.052 0.447
factor(category_id)7 100 0 -0.024 0.254 -0.645 -0.024 0.626
factor(category_id)8 100 0 -0.041 0.258 -0.692 -0.029 0.476
factor(category_id)9 100 0 -0.010 0.232 -0.775 0.000 0.657
factor(category_id)10 100 0 -0.022 0.230 -0.700 -0.014 0.497
factor(category_id)11 100 0 -0.010 0.255 -0.654 -0.033 0.466
factor(category_id)12 100 0 -0.013 0.230 -0.747 0.003 0.555
factor(category_id)13 100 0 -0.044 0.238 -0.582 -0.038 0.568
factor(category_id)14 100 0 -0.014 0.226 -0.671 -0.009 0.416
factor(category_id)15 100 0 -0.029 0.227 -0.531 -0.013 0.670
factor(category_id)16 100 0 -0.029 0.260 -0.561 -0.011 0.520
factor(category_id)17 100 0 -0.052 0.245 -0.630 -0.029 0.656
factor(category_id)18 100 0 -0.052 0.267 -0.848 -0.040 0.565
factor(category_id)19 100 0 -0.031 0.247 -0.568 -0.034 0.564
factor(category_id)20 100 0 -0.037 0.263 -0.635 -0.025 0.636
factor(category_id)21 100 0 -0.038 0.248 -0.596 -0.015 0.587
factor(category_id)22 100 0 -0.029 0.223 -0.495 -0.052 0.483
factor(category_id)23 100 0 -0.017 0.248 -0.687 -0.019 0.589
factor(category_id)24 100 0 -0.017 0.239 -0.737 -0.011 0.603
factor(category_id)25 100 0 -0.038 0.233 -0.528 -0.040 0.585
factor(category_id)26 100 0 -0.011 0.234 -0.523 -0.021 0.454
factor(category_id)27 100 0 -0.049 0.243 -0.588 -0.029 0.486
factor(category_id)28 100 0 -0.027 0.228 -0.871 -0.015 0.519
factor(category_id)29 100 0 -0.038 0.212 -0.619 -0.026 0.518
factor(category_id)30 100 0 -0.046 0.232 -0.593 -0.030 0.545
factor(category_id)31 100 0 -0.013 0.245 -0.834 -0.021 0.582
factor(category_id)32 100 0 -0.020 0.250 -0.693 -0.010 0.565
factor(category_id)33 100 0 -0.063 0.257 -0.825 -0.053 0.631
factor(category_id)34 100 0 -0.038 0.230 -0.683 -0.032 0.481
factor(category_id)35 100 0 -0.002 0.247 -0.663 -0.006 0.711
factor(category_id)36 100 0 -0.042 0.247 -0.694 -0.024 0.514
factor(category_id)37 100 0 -0.017 0.221 -0.779 0.007 0.393
factor(category_id)38 100 0 -0.032 0.208 -0.587 -0.039 0.453
factor(category_id)39 100 0 -0.019 0.253 -0.566 0.016 0.765
factor(category_id)40 100 0 -0.036 0.233 -0.631 -0.037 0.604
factor(category_id)41 100 0 -0.042 0.247 -0.608 -0.036 0.560
factor(category_id)42 100 0 -0.046 0.236 -0.602 -0.046 0.516
factor(category_id)43 100 0 -0.042 0.234 -0.574 -0.039 0.546
factor(category_id)44 100 0 -0.042 0.259 -0.694 -0.059 0.776
factor(category_id)45 100 0 -0.040 0.239 -0.621 -0.050 0.497
factor(category_id)46 100 0 -0.011 0.242 -0.667 -0.018 0.676
factor(category_id)47 100 0 -0.026 0.249 -0.860 0.017 0.602
factor(category_id)48 100 0 -0.052 0.247 -0.642 -0.066 0.491
factor(category_id)49 100 0 -0.046 0.257 -0.573 -0.062 0.660
factor(category_id)50 100 0 -0.048 0.226 -0.676 -0.038 0.448
factor(worker_id)2:factor(category_id)2 100 0 -0.005 0.345 -0.830 0.040 0.887
factor(worker_id)2:factor(category_id)3 100 0 0.007 0.389 -0.766 -0.031 1.410
factor(worker_id)2:factor(category_id)4 100 0 -0.003 0.341 -0.968 0.001 0.752
factor(worker_id)2:factor(category_id)5 100 0 0.005 0.332 -0.850 0.021 0.867
factor(worker_id)2:factor(category_id)6 100 0 0.051 0.380 -1.096 0.044 1.180
factor(worker_id)2:factor(category_id)7 100 0 0.003 0.328 -0.718 -0.029 1.050
factor(worker_id)2:factor(category_id)8 100 0 0.001 0.365 -0.690 -0.006 1.303
factor(worker_id)2:factor(category_id)9 100 0 -0.002 0.324 -0.912 -0.015 0.979
factor(worker_id)2:factor(category_id)10 100 0 -0.020 0.339 -0.828 -0.017 1.004
factor(worker_id)2:factor(category_id)11 100 0 -0.014 0.329 -0.973 -0.023 0.819
factor(worker_id)2:factor(category_id)12 100 0 0.030 0.323 -0.834 -0.006 0.865
factor(worker_id)2:factor(category_id)13 100 0 0.030 0.330 -0.642 0.010 0.817
factor(worker_id)2:factor(category_id)14 100 0 -0.001 0.303 -0.823 -0.016 0.858
factor(worker_id)2:factor(category_id)15 100 0 -0.019 0.332 -1.077 -0.014 0.788
factor(worker_id)2:factor(category_id)16 100 0 0.012 0.394 -0.791 -0.044 0.895
factor(worker_id)2:factor(category_id)17 100 0 0.026 0.334 -1.149 0.031 0.710
factor(worker_id)2:factor(category_id)18 100 0 0.046 0.342 -0.654 0.024 1.429
factor(worker_id)2:factor(category_id)19 100 0 0.020 0.299 -0.729 0.025 0.719
factor(worker_id)2:factor(category_id)20 100 0 -0.018 0.348 -0.732 -0.030 0.962
factor(worker_id)2:factor(category_id)21 100 0 0.049 0.340 -0.786 0.095 0.808
factor(worker_id)2:factor(category_id)22 100 0 -0.009 0.322 -0.710 -0.042 0.841
factor(worker_id)2:factor(category_id)23 100 0 0.012 0.330 -0.732 -0.014 0.969
factor(worker_id)2:factor(category_id)24 100 0 -0.026 0.377 -0.805 -0.043 0.973
factor(worker_id)2:factor(category_id)25 100 0 -0.007 0.326 -0.857 0.049 0.809
factor(worker_id)2:factor(category_id)26 100 0 0.011 0.335 -0.959 0.011 0.758
factor(worker_id)2:factor(category_id)27 100 0 0.039 0.384 -0.889 0.010 1.126
factor(worker_id)2:factor(category_id)28 100 0 0.012 0.300 -0.919 -0.016 0.979
factor(worker_id)2:factor(category_id)29 100 0 0.004 0.310 -0.797 -0.023 0.948
factor(worker_id)2:factor(category_id)30 100 0 0.007 0.335 -0.906 0.044 0.721
factor(worker_id)2:factor(category_id)31 100 0 -0.008 0.351 -0.977 -0.019 1.053
factor(worker_id)2:factor(category_id)32 100 0 -0.036 0.358 -0.808 -0.035 0.936
factor(worker_id)2:factor(category_id)33 100 0 0.042 0.340 -0.638 0.038 0.946
factor(worker_id)2:factor(category_id)34 100 0 -0.025 0.344 -0.958 -0.060 0.961
factor(worker_id)2:factor(category_id)35 100 0 -0.019 0.329 -0.728 -0.047 0.974
factor(worker_id)2:factor(category_id)36 100 0 0.019 0.353 -0.845 -0.023 0.962
factor(worker_id)2:factor(category_id)37 100 0 0.000 0.331 -1.033 -0.011 0.874
factor(worker_id)2:factor(category_id)38 100 0 0.021 0.313 -0.653 -0.015 0.835
factor(worker_id)2:factor(category_id)39 100 0 -0.026 0.361 -0.689 -0.044 0.764
factor(worker_id)2:factor(category_id)40 100 0 -0.018 0.337 -0.766 -0.026 0.856
factor(worker_id)2:factor(category_id)41 100 0 0.020 0.339 -0.843 0.022 0.898
factor(worker_id)2:factor(category_id)42 100 0 0.031 0.334 -0.877 0.033 0.778
factor(worker_id)2:factor(category_id)43 100 0 0.032 0.349 -0.718 0.067 0.761
factor(worker_id)2:factor(category_id)44 100 0 0.037 0.369 -0.728 0.002 1.033
factor(worker_id)2:factor(category_id)45 100 0 0.022 0.341 -0.894 0.022 0.746
factor(worker_id)2:factor(category_id)46 100 0 -0.031 0.351 -0.882 0.001 0.822
factor(worker_id)2:factor(category_id)47 100 0 -0.010 0.369 -0.896 -0.018 0.997
factor(worker_id)2:factor(category_id)48 100 0 0.023 0.369 -0.797 0.057 0.823
factor(worker_id)2:factor(category_id)49 100 0 0.032 0.336 -0.703 0.074 0.743
factor(worker_id)2:factor(category_id)50 100 0 0.014 0.369 -1.095 0.046 0.830

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(category_id)31 1
factor(category_id)32 1
factor(category_id)33 1
factor(category_id)34 1
factor(category_id)35 1
factor(category_id)36 1
factor(category_id)37 1
factor(category_id)38 1
factor(category_id)39 1
factor(category_id)40 1
factor(category_id)41 1
factor(category_id)42 1
factor(category_id)43 1
factor(category_id)44 1
factor(category_id)45 1
factor(category_id)46 1
factor(category_id)47 1
factor(category_id)48 1
factor(category_id)49 1
factor(category_id)50 1
factor(worker_id)2:factor(category_id)2 0.02
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0.95
factor(worker_id)2:factor(category_id)5 0.98
factor(worker_id)2:factor(category_id)6 1
factor(worker_id)2:factor(category_id)7 0.95
factor(worker_id)2:factor(category_id)8 1
factor(worker_id)2:factor(category_id)9 1
factor(worker_id)2:factor(category_id)10 1
factor(worker_id)2:factor(category_id)11 0.86
factor(worker_id)2:factor(category_id)12 0.31
factor(worker_id)2:factor(category_id)13 1
factor(worker_id)2:factor(category_id)14 0.87
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)2:factor(category_id)16 1
factor(worker_id)2:factor(category_id)17 0
factor(worker_id)2:factor(category_id)18 0.01
factor(worker_id)2:factor(category_id)19 1
factor(worker_id)2:factor(category_id)20 1
factor(worker_id)2:factor(category_id)21 0.88
factor(worker_id)2:factor(category_id)22 1
factor(worker_id)2:factor(category_id)23 1
factor(worker_id)2:factor(category_id)24 1
factor(worker_id)2:factor(category_id)25 1
factor(worker_id)2:factor(category_id)26 1
factor(worker_id)2:factor(category_id)27 1
factor(worker_id)2:factor(category_id)28 0.82
factor(worker_id)2:factor(category_id)29 0.3
factor(worker_id)2:factor(category_id)30 0
factor(worker_id)2:factor(category_id)31 0.03
factor(worker_id)2:factor(category_id)32 1
factor(worker_id)2:factor(category_id)33 0
factor(worker_id)2:factor(category_id)34 0.23
factor(worker_id)2:factor(category_id)35 1
factor(worker_id)2:factor(category_id)36 0.92
factor(worker_id)2:factor(category_id)37 0.53
factor(worker_id)2:factor(category_id)38 0
factor(worker_id)2:factor(category_id)39 1
factor(worker_id)2:factor(category_id)40 1
factor(worker_id)2:factor(category_id)41 0
factor(worker_id)2:factor(category_id)42 0.89
factor(worker_id)2:factor(category_id)43 1
factor(worker_id)2:factor(category_id)44 1
factor(worker_id)2:factor(category_id)45 0.67
factor(worker_id)2:factor(category_id)46 0.95
factor(worker_id)2:factor(category_id)47 1
factor(worker_id)2:factor(category_id)48 0.4
factor(worker_id)2:factor(category_id)49 0
factor(worker_id)2:factor(category_id)50 1

Significant match effect number = 32 out of 49

num_process = 40, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.002 0.151 -0.328 0.004 0.323
factor(worker_id)2 100 0 -0.023 0.209 -0.545 -0.054 0.570
factor(category_id)2 100 0 -0.033 0.232 -0.603 -0.035 0.718
factor(category_id)3 100 0 0.017 0.225 -0.659 0.041 0.534
factor(category_id)4 100 0 0.007 0.226 -0.535 0.006 0.626
factor(category_id)5 100 0 0.007 0.220 -0.513 0.026 0.491
factor(category_id)6 100 0 -0.004 0.204 -0.493 -0.031 0.611
factor(category_id)7 100 0 0.006 0.232 -0.526 0.022 0.560
factor(category_id)8 100 0 0.000 0.222 -0.451 0.002 0.604
factor(category_id)9 100 0 0.014 0.210 -0.471 0.021 0.541
factor(category_id)10 100 0 -0.009 0.231 -0.467 -0.013 0.568
factor(category_id)11 100 0 0.012 0.220 -0.388 0.027 0.511
factor(category_id)12 100 0 0.002 0.230 -0.674 0.010 0.563
factor(category_id)13 100 0 -0.008 0.245 -0.582 -0.035 0.601
factor(category_id)14 100 0 0.015 0.229 -0.565 0.043 0.681
factor(category_id)15 100 0 -0.014 0.188 -0.549 -0.013 0.536
factor(category_id)16 100 0 -0.013 0.211 -0.553 0.013 0.487
factor(category_id)17 100 0 -0.012 0.235 -0.611 -0.026 0.459
factor(category_id)18 100 0 -0.013 0.196 -0.494 -0.012 0.448
factor(category_id)19 100 0 0.018 0.209 -0.426 0.040 0.587
factor(category_id)20 100 0 -0.009 0.214 -0.415 -0.002 0.434
factor(category_id)21 100 0 -0.017 0.241 -0.544 -0.040 0.584
factor(category_id)22 100 0 -0.008 0.240 -0.605 0.018 0.618
factor(category_id)23 100 0 0.000 0.210 -0.415 -0.003 0.614
factor(category_id)24 100 0 -0.003 0.203 -0.491 -0.038 0.676
factor(category_id)25 100 0 0.010 0.249 -0.583 -0.001 0.657
factor(category_id)26 100 0 -0.005 0.222 -0.504 0.010 0.437
factor(category_id)27 100 0 0.008 0.227 -0.551 -0.002 0.553
factor(category_id)28 100 0 0.017 0.204 -0.442 0.014 0.505
factor(category_id)29 100 0 0.006 0.216 -0.409 0.009 0.511
factor(category_id)30 100 0 -0.011 0.239 -0.661 -0.008 0.653
factor(category_id)31 100 0 -0.004 0.237 -0.474 -0.030 0.674
factor(category_id)32 100 0 -0.022 0.219 -0.571 -0.003 0.547
factor(category_id)33 100 0 -0.004 0.223 -0.533 -0.007 0.530
factor(category_id)34 100 0 -0.016 0.221 -0.593 -0.027 0.531
factor(category_id)35 100 0 -0.034 0.207 -0.669 -0.047 0.397
factor(category_id)36 100 0 -0.014 0.210 -0.533 -0.011 0.472
factor(category_id)37 100 0 0.021 0.237 -0.564 0.047 0.640
factor(category_id)38 100 0 -0.023 0.211 -0.655 0.001 0.497
factor(category_id)39 100 0 -0.004 0.216 -0.467 -0.001 0.634
factor(category_id)40 100 0 -0.007 0.231 -0.487 -0.021 0.494
factor(category_id)41 100 0 -0.006 0.241 -0.556 0.030 0.537
factor(category_id)42 100 0 -0.005 0.225 -0.636 0.002 0.487
factor(category_id)43 100 0 0.016 0.235 -0.528 0.002 0.574
factor(category_id)44 100 0 0.028 0.211 -0.416 0.022 0.663
factor(category_id)45 100 0 0.007 0.203 -0.538 0.003 0.632
factor(category_id)46 100 0 0.012 0.230 -0.571 -0.009 0.590
factor(category_id)47 100 0 0.003 0.205 -0.598 0.001 0.554
factor(category_id)48 100 0 -0.010 0.193 -0.468 -0.006 0.483
factor(category_id)49 100 0 -0.002 0.230 -0.642 0.024 0.511
factor(category_id)50 100 0 0.022 0.224 -0.566 0.032 0.564
factor(worker_id)2:factor(category_id)2 100 0 0.065 0.284 -0.522 0.044 0.794
factor(worker_id)2:factor(category_id)3 100 0 0.001 0.291 -0.823 -0.001 0.725
factor(worker_id)2:factor(category_id)4 100 0 0.026 0.325 -0.920 0.052 0.818
factor(worker_id)2:factor(category_id)5 100 0 0.020 0.302 -0.832 0.012 0.963
factor(worker_id)2:factor(category_id)6 100 0 0.040 0.294 -0.623 0.083 0.777
factor(worker_id)2:factor(category_id)7 100 0 0.037 0.349 -0.844 0.076 1.013
factor(worker_id)2:factor(category_id)8 100 0 0.000 0.301 -0.790 0.014 0.746
factor(worker_id)2:factor(category_id)9 100 0 0.011 0.292 -0.762 0.040 0.586
factor(worker_id)2:factor(category_id)10 100 0 0.067 0.313 -0.825 0.102 0.658
factor(worker_id)2:factor(category_id)11 100 0 0.002 0.308 -0.680 -0.015 0.684
factor(worker_id)2:factor(category_id)12 100 0 0.040 0.287 -0.788 0.006 0.757
factor(worker_id)2:factor(category_id)13 100 0 0.009 0.314 -0.750 -0.019 0.619
factor(worker_id)2:factor(category_id)14 100 0 0.004 0.271 -0.686 -0.002 0.668
factor(worker_id)2:factor(category_id)15 100 0 0.039 0.265 -0.714 0.046 0.712
factor(worker_id)2:factor(category_id)16 100 0 0.031 0.299 -0.839 0.033 0.639
factor(worker_id)2:factor(category_id)17 100 0 0.024 0.316 -0.924 0.058 0.709
factor(worker_id)2:factor(category_id)18 100 0 0.044 0.296 -0.606 0.049 0.691
factor(worker_id)2:factor(category_id)19 100 0 0.016 0.282 -0.624 0.020 0.798
factor(worker_id)2:factor(category_id)20 100 0 0.002 0.321 -0.738 0.006 0.958
factor(worker_id)2:factor(category_id)21 100 0 0.041 0.339 -0.699 0.062 1.000
factor(worker_id)2:factor(category_id)22 100 0 0.026 0.356 -1.056 0.035 0.711
factor(worker_id)2:factor(category_id)23 100 0 0.009 0.289 -0.830 0.058 0.616
factor(worker_id)2:factor(category_id)24 100 0 0.040 0.321 -0.887 0.083 0.684
factor(worker_id)2:factor(category_id)25 100 0 0.007 0.317 -0.884 0.033 0.622
factor(worker_id)2:factor(category_id)26 100 0 0.054 0.292 -0.681 0.003 0.917
factor(worker_id)2:factor(category_id)27 100 0 0.020 0.285 -0.701 0.011 0.754
factor(worker_id)2:factor(category_id)28 100 0 -0.003 0.279 -0.789 -0.021 0.593
factor(worker_id)2:factor(category_id)29 100 0 0.020 0.298 -0.951 0.054 0.760
factor(worker_id)2:factor(category_id)30 100 0 0.050 0.320 -0.805 0.104 0.848
factor(worker_id)2:factor(category_id)31 100 0 0.039 0.314 -0.846 0.070 0.833
factor(worker_id)2:factor(category_id)32 100 0 0.054 0.296 -0.737 0.042 0.921
factor(worker_id)2:factor(category_id)33 100 0 0.026 0.322 -0.832 0.048 0.836
factor(worker_id)2:factor(category_id)34 100 0 0.032 0.338 -0.923 0.006 0.893
factor(worker_id)2:factor(category_id)35 100 0 0.063 0.289 -0.730 0.075 0.728
factor(worker_id)2:factor(category_id)36 100 0 0.049 0.308 -0.646 0.069 0.933
factor(worker_id)2:factor(category_id)37 100 0 0.017 0.347 -1.026 0.026 0.731
factor(worker_id)2:factor(category_id)38 100 0 0.056 0.279 -0.604 0.068 0.822
factor(worker_id)2:factor(category_id)39 100 0 0.037 0.298 -0.704 0.034 0.782
factor(worker_id)2:factor(category_id)40 100 0 0.010 0.298 -0.711 0.043 0.777
factor(worker_id)2:factor(category_id)41 100 0 0.036 0.319 -0.663 0.047 0.750
factor(worker_id)2:factor(category_id)42 100 0 0.036 0.316 -0.905 0.048 0.888
factor(worker_id)2:factor(category_id)43 100 0 -0.004 0.322 -0.897 0.009 0.713
factor(worker_id)2:factor(category_id)44 100 0 -0.022 0.311 -0.843 -0.006 0.753
factor(worker_id)2:factor(category_id)45 100 0 0.030 0.292 -0.665 0.017 0.690
factor(worker_id)2:factor(category_id)46 100 0 0.017 0.304 -0.727 0.023 0.708
factor(worker_id)2:factor(category_id)47 100 0 0.025 0.306 -0.826 0.035 0.790
factor(worker_id)2:factor(category_id)48 100 0 0.019 0.287 -1.105 0.019 0.803
factor(worker_id)2:factor(category_id)49 100 0 -0.001 0.334 -0.927 -0.043 0.871
factor(worker_id)2:factor(category_id)50 100 0 -0.022 0.314 -0.701 -0.024 0.717

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.06
factor(category_id)2 0.96
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(category_id)31 1
factor(category_id)32 1
factor(category_id)33 1
factor(category_id)34 1
factor(category_id)35 1
factor(category_id)36 1
factor(category_id)37 1
factor(category_id)38 1
factor(category_id)39 1
factor(category_id)40 1
factor(category_id)41 1
factor(category_id)42 1
factor(category_id)43 1
factor(category_id)44 1
factor(category_id)45 1
factor(category_id)46 1
factor(category_id)47 1
factor(category_id)48 1
factor(category_id)49 1
factor(category_id)50 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)2:factor(category_id)3 0.9
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 0.28
factor(worker_id)2:factor(category_id)6 1
factor(worker_id)2:factor(category_id)7 0.02
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0.96
factor(worker_id)2:factor(category_id)10 0.12
factor(worker_id)2:factor(category_id)11 0.8
factor(worker_id)2:factor(category_id)12 1
factor(worker_id)2:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 0.97
factor(worker_id)2:factor(category_id)15 1
factor(worker_id)2:factor(category_id)16 1
factor(worker_id)2:factor(category_id)17 1
factor(worker_id)2:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 0.91
factor(worker_id)2:factor(category_id)20 0
factor(worker_id)2:factor(category_id)21 0.07
factor(worker_id)2:factor(category_id)22 0.5
factor(worker_id)2:factor(category_id)23 1
factor(worker_id)2:factor(category_id)24 0
factor(worker_id)2:factor(category_id)25 1
factor(worker_id)2:factor(category_id)26 0
factor(worker_id)2:factor(category_id)27 0.43
factor(worker_id)2:factor(category_id)28 1
factor(worker_id)2:factor(category_id)29 1
factor(worker_id)2:factor(category_id)30 0
factor(worker_id)2:factor(category_id)31 0.48
factor(worker_id)2:factor(category_id)32 0
factor(worker_id)2:factor(category_id)33 0.14
factor(worker_id)2:factor(category_id)34 0.45
factor(worker_id)2:factor(category_id)35 1
factor(worker_id)2:factor(category_id)36 0.01
factor(worker_id)2:factor(category_id)37 1
factor(worker_id)2:factor(category_id)38 0.02
factor(worker_id)2:factor(category_id)39 0.03
factor(worker_id)2:factor(category_id)40 1
factor(worker_id)2:factor(category_id)41 1
factor(worker_id)2:factor(category_id)42 0
factor(worker_id)2:factor(category_id)43 0.88
factor(worker_id)2:factor(category_id)44 1
factor(worker_id)2:factor(category_id)45 0
factor(worker_id)2:factor(category_id)46 0
factor(worker_id)2:factor(category_id)47 0.12
factor(worker_id)2:factor(category_id)48 0.99
factor(worker_id)2:factor(category_id)49 0.9
factor(worker_id)2:factor(category_id)50 0.22

Significant match effect number = 23 out of 49

num_process = 50, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.006 0.143 -0.254 -0.012 0.420
factor(worker_id)2 100 0 0.010 0.211 -0.706 0.039 0.528
factor(category_id)2 100 0 -0.026 0.211 -0.587 -0.021 0.483
factor(category_id)3 100 0 -0.012 0.217 -0.545 0.017 0.404
factor(category_id)4 100 0 0.009 0.211 -0.715 0.011 0.535
factor(category_id)5 100 0 -0.026 0.200 -0.539 -0.041 0.522
factor(category_id)6 100 0 -0.031 0.190 -0.507 -0.012 0.388
factor(category_id)7 100 0 0.009 0.199 -0.602 0.002 0.456
factor(category_id)8 100 0 -0.017 0.197 -0.502 -0.004 0.576
factor(category_id)9 100 0 -0.018 0.198 -0.576 0.005 0.384
factor(category_id)10 100 0 0.002 0.216 -0.503 0.004 0.626
factor(category_id)11 100 0 0.007 0.191 -0.540 0.037 0.445
factor(category_id)12 100 0 -0.016 0.200 -0.580 0.001 0.399
factor(category_id)13 100 0 -0.021 0.214 -0.661 -0.005 0.369
factor(category_id)14 100 0 0.023 0.199 -0.497 0.058 0.419
factor(category_id)15 100 0 0.006 0.211 -0.505 0.023 0.569
factor(category_id)16 100 0 -0.023 0.197 -0.572 -0.017 0.492
factor(category_id)17 100 0 -0.007 0.207 -0.563 0.000 0.452
factor(category_id)18 100 0 0.012 0.184 -0.499 0.052 0.414
factor(category_id)19 100 0 -0.010 0.185 -0.495 -0.016 0.512
factor(category_id)20 100 0 -0.030 0.205 -0.823 -0.016 0.385
factor(category_id)21 100 0 0.010 0.177 -0.355 0.005 0.534
factor(category_id)22 100 0 -0.009 0.212 -0.563 0.011 0.343
factor(category_id)23 100 0 -0.016 0.200 -0.646 -0.001 0.396
factor(category_id)24 100 0 -0.030 0.198 -0.524 -0.020 0.446
factor(category_id)25 100 0 -0.012 0.192 -0.481 -0.010 0.548
factor(category_id)26 100 0 0.011 0.195 -0.559 0.030 0.507
factor(category_id)27 100 0 -0.010 0.227 -0.612 0.003 0.699
factor(category_id)28 100 0 -0.011 0.215 -0.606 -0.004 0.434
factor(category_id)29 100 0 0.004 0.218 -0.605 0.011 0.527
factor(category_id)30 100 0 0.005 0.189 -0.532 0.006 0.366
factor(category_id)31 100 0 0.006 0.192 -0.473 0.004 0.418
factor(category_id)32 100 0 -0.012 0.216 -0.820 -0.008 0.506
factor(category_id)33 100 0 -0.031 0.187 -0.462 -0.031 0.349
factor(category_id)34 100 0 -0.031 0.208 -0.707 0.001 0.379
factor(category_id)35 100 0 0.012 0.201 -0.647 0.029 0.370
factor(category_id)36 100 0 0.004 0.175 -0.518 -0.002 0.463
factor(category_id)37 100 0 -0.008 0.201 -0.493 -0.006 0.435
factor(category_id)38 100 0 -0.020 0.198 -0.581 -0.028 0.514
factor(category_id)39 100 0 0.014 0.216 -0.543 0.037 0.500
factor(category_id)40 100 0 -0.007 0.210 -0.703 0.019 0.423
factor(category_id)41 100 0 -0.014 0.226 -0.622 0.025 0.476
factor(category_id)42 100 0 -0.017 0.180 -0.437 0.019 0.457
factor(category_id)43 100 0 -0.011 0.200 -0.464 0.000 0.437
factor(category_id)44 100 0 -0.007 0.205 -0.451 0.015 0.416
factor(category_id)45 100 0 0.004 0.211 -0.490 0.001 0.602
factor(category_id)46 100 0 -0.009 0.214 -0.486 0.011 0.655
factor(category_id)47 100 0 -0.009 0.216 -0.666 0.023 0.361
factor(category_id)48 100 0 -0.019 0.223 -0.778 -0.014 0.531
factor(category_id)49 100 0 -0.007 0.202 -0.544 0.020 0.432
factor(category_id)50 100 0 -0.007 0.215 -0.654 0.023 0.541
factor(worker_id)2:factor(category_id)2 100 0 0.032 0.298 -0.890 0.030 0.678
factor(worker_id)2:factor(category_id)3 100 0 -0.026 0.294 -0.581 -0.061 0.999
factor(worker_id)2:factor(category_id)4 100 0 -0.026 0.312 -0.698 -0.039 0.744
factor(worker_id)2:factor(category_id)5 100 0 -0.010 0.308 -0.672 -0.031 0.780
factor(worker_id)2:factor(category_id)6 100 0 0.017 0.281 -1.028 0.017 0.647
factor(worker_id)2:factor(category_id)7 100 0 -0.024 0.299 -0.999 0.015 1.136
factor(worker_id)2:factor(category_id)8 100 0 0.004 0.269 -0.607 -0.006 0.690
factor(worker_id)2:factor(category_id)9 100 0 0.006 0.303 -0.592 0.003 0.753
factor(worker_id)2:factor(category_id)10 100 0 -0.030 0.301 -0.801 -0.032 0.795
factor(worker_id)2:factor(category_id)11 100 0 -0.013 0.285 -0.614 -0.002 0.899
factor(worker_id)2:factor(category_id)12 100 0 0.004 0.288 -0.681 0.010 0.852
factor(worker_id)2:factor(category_id)13 100 0 0.001 0.286 -0.640 -0.030 0.615
factor(worker_id)2:factor(category_id)14 100 0 0.002 0.269 -0.652 0.007 0.733
factor(worker_id)2:factor(category_id)15 100 0 -0.027 0.304 -0.734 -0.034 0.852
factor(worker_id)2:factor(category_id)16 100 0 0.001 0.291 -0.861 -0.027 0.674
factor(worker_id)2:factor(category_id)17 100 0 -0.009 0.277 -0.590 -0.055 0.728
factor(worker_id)2:factor(category_id)18 100 0 -0.035 0.311 -0.822 -0.083 0.881
factor(worker_id)2:factor(category_id)19 100 0 -0.025 0.264 -0.595 -0.002 0.715
factor(worker_id)2:factor(category_id)20 100 0 0.016 0.292 -0.700 0.008 0.812
factor(worker_id)2:factor(category_id)21 100 0 -0.024 0.260 -0.572 -0.038 0.713
factor(worker_id)2:factor(category_id)22 100 0 -0.013 0.297 -0.560 -0.012 0.788
factor(worker_id)2:factor(category_id)23 100 0 0.031 0.300 -0.718 0.016 0.791
factor(worker_id)2:factor(category_id)24 100 0 0.041 0.290 -0.529 0.008 0.802
factor(worker_id)2:factor(category_id)25 100 0 -0.017 0.290 -0.649 -0.032 0.815
factor(worker_id)2:factor(category_id)26 100 0 -0.040 0.304 -0.571 -0.063 1.004
factor(worker_id)2:factor(category_id)27 100 0 -0.012 0.288 -0.642 0.014 0.736
factor(worker_id)2:factor(category_id)28 100 0 0.002 0.278 -0.657 -0.010 0.788
factor(worker_id)2:factor(category_id)29 100 0 -0.028 0.328 -0.863 -0.050 0.837
factor(worker_id)2:factor(category_id)30 100 0 -0.015 0.270 -0.642 -0.033 1.008
factor(worker_id)2:factor(category_id)31 100 0 -0.030 0.274 -0.559 -0.080 0.554
factor(worker_id)2:factor(category_id)32 100 0 0.003 0.301 -0.578 -0.009 0.697
factor(worker_id)2:factor(category_id)33 100 0 0.022 0.299 -0.776 0.049 0.788
factor(worker_id)2:factor(category_id)34 100 0 -0.003 0.307 -0.655 -0.036 1.003
factor(worker_id)2:factor(category_id)35 100 0 -0.043 0.298 -0.833 -0.068 0.788
factor(worker_id)2:factor(category_id)36 100 0 -0.020 0.302 -0.677 -0.074 0.803
factor(worker_id)2:factor(category_id)37 100 0 -0.017 0.289 -0.559 -0.045 0.694
factor(worker_id)2:factor(category_id)38 100 0 0.008 0.290 -0.857 0.019 0.788
factor(worker_id)2:factor(category_id)39 100 0 -0.041 0.290 -0.636 -0.058 0.698
factor(worker_id)2:factor(category_id)40 100 0 -0.002 0.278 -0.624 -0.018 0.841
factor(worker_id)2:factor(category_id)41 100 0 0.030 0.290 -0.573 0.024 0.818
factor(worker_id)2:factor(category_id)42 100 0 -0.001 0.260 -0.523 -0.034 0.753
factor(worker_id)2:factor(category_id)43 100 0 -0.008 0.270 -0.587 -0.023 0.868
factor(worker_id)2:factor(category_id)44 100 0 -0.026 0.280 -0.691 -0.020 0.702
factor(worker_id)2:factor(category_id)45 100 0 -0.018 0.305 -0.592 -0.040 1.008
factor(worker_id)2:factor(category_id)46 100 0 0.012 0.314 -0.682 0.037 0.835
factor(worker_id)2:factor(category_id)47 100 0 0.001 0.283 -0.546 -0.052 0.693
factor(worker_id)2:factor(category_id)48 100 0 -0.016 0.316 -0.709 -0.018 0.794
factor(worker_id)2:factor(category_id)49 100 0 -0.019 0.295 -0.605 -0.056 0.934
factor(worker_id)2:factor(category_id)50 100 0 0.015 0.287 -0.811 -0.002 0.855

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(category_id)2 1
factor(category_id)3 0.84
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(category_id)31 1
factor(category_id)32 1
factor(category_id)33 1
factor(category_id)34 1
factor(category_id)35 1
factor(category_id)36 1
factor(category_id)37 1
factor(category_id)38 1
factor(category_id)39 1
factor(category_id)40 1
factor(category_id)41 1
factor(category_id)42 1
factor(category_id)43 1
factor(category_id)44 1
factor(category_id)45 1
factor(category_id)46 1
factor(category_id)47 1
factor(category_id)48 1
factor(category_id)49 1
factor(category_id)50 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0.12
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 0.44
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0.71
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0.13
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 0.08
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)2:factor(category_id)16 0
factor(worker_id)2:factor(category_id)17 0.06
factor(worker_id)2:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 0
factor(worker_id)2:factor(category_id)21 1
factor(worker_id)2:factor(category_id)22 1
factor(worker_id)2:factor(category_id)23 0
factor(worker_id)2:factor(category_id)24 0
factor(worker_id)2:factor(category_id)25 0
factor(worker_id)2:factor(category_id)26 0
factor(worker_id)2:factor(category_id)27 0
factor(worker_id)2:factor(category_id)28 0
factor(worker_id)2:factor(category_id)29 0
factor(worker_id)2:factor(category_id)30 0
factor(worker_id)2:factor(category_id)31 0
factor(worker_id)2:factor(category_id)32 0
factor(worker_id)2:factor(category_id)33 0
factor(worker_id)2:factor(category_id)34 0
factor(worker_id)2:factor(category_id)35 0
factor(worker_id)2:factor(category_id)36 0.1
factor(worker_id)2:factor(category_id)37 0
factor(worker_id)2:factor(category_id)38 0
factor(worker_id)2:factor(category_id)39 0
factor(worker_id)2:factor(category_id)40 0
factor(worker_id)2:factor(category_id)41 0
factor(worker_id)2:factor(category_id)42 0
factor(worker_id)2:factor(category_id)43 0
factor(worker_id)2:factor(category_id)44 0
factor(worker_id)2:factor(category_id)45 0
factor(worker_id)2:factor(category_id)46 0
factor(worker_id)2:factor(category_id)47 0
factor(worker_id)2:factor(category_id)48 0
factor(worker_id)2:factor(category_id)49 0
factor(worker_id)2:factor(category_id)50 0

Significant match effect number = 2 out of 49

num_process = 100, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.006 0.107 -0.266 0.003 0.206
factor(worker_id)2 100 0 -0.006 0.142 -0.426 0.014 0.313
factor(category_id)2 100 0 -0.007 0.126 -0.334 0.007 0.351
factor(category_id)3 100 0 -0.015 0.135 -0.380 -0.006 0.358
factor(category_id)4 100 0 0.011 0.146 -0.303 0.001 0.408
factor(category_id)5 100 0 -0.018 0.152 -0.424 -0.020 0.384
factor(category_id)6 100 0 0.002 0.135 -0.329 0.011 0.306
factor(category_id)7 100 0 -0.021 0.140 -0.312 -0.022 0.360
factor(category_id)8 100 0 -0.001 0.133 -0.360 0.002 0.324
factor(category_id)9 100 0 -0.018 0.129 -0.316 -0.022 0.256
factor(category_id)10 100 0 -0.004 0.154 -0.359 -0.021 0.368
factor(category_id)11 100 0 0.000 0.124 -0.262 -0.014 0.279
factor(category_id)12 100 0 0.013 0.148 -0.322 0.021 0.361
factor(category_id)13 100 0 0.009 0.153 -0.336 0.002 0.347
factor(category_id)14 100 0 -0.015 0.159 -0.396 -0.013 0.365
factor(category_id)15 100 0 -0.011 0.150 -0.478 0.023 0.295
factor(category_id)16 100 0 0.007 0.139 -0.316 -0.003 0.367
factor(category_id)17 100 0 -0.009 0.154 -0.390 -0.011 0.360
factor(category_id)18 100 0 -0.014 0.137 -0.336 -0.015 0.371
factor(category_id)19 100 0 0.006 0.144 -0.286 0.007 0.403
factor(category_id)20 100 0 0.008 0.128 -0.325 0.003 0.322
factor(category_id)21 100 0 -0.021 0.144 -0.355 -0.039 0.394
factor(category_id)22 100 0 -0.020 0.135 -0.321 -0.041 0.368
factor(category_id)23 100 0 0.001 0.149 -0.324 0.009 0.373
factor(category_id)24 100 0 -0.012 0.139 -0.396 0.010 0.367
factor(category_id)25 100 0 -0.015 0.160 -0.485 -0.020 0.382
factor(category_id)26 100 0 -0.018 0.149 -0.329 -0.031 0.408
factor(category_id)27 100 0 0.006 0.155 -0.381 0.030 0.453
factor(category_id)28 100 0 0.005 0.143 -0.324 0.016 0.384
factor(category_id)29 100 0 0.005 0.138 -0.417 0.004 0.364
factor(category_id)30 100 0 -0.009 0.146 -0.354 0.008 0.397
factor(category_id)31 100 0 -0.029 0.144 -0.324 -0.028 0.304
factor(category_id)32 100 0 -0.003 0.151 -0.392 -0.014 0.466
factor(category_id)33 100 0 0.010 0.129 -0.267 0.005 0.344
factor(category_id)34 100 0 -0.012 0.146 -0.384 -0.005 0.358
factor(category_id)35 100 0 -0.004 0.147 -0.378 0.000 0.292
factor(category_id)36 100 0 0.026 0.136 -0.305 0.014 0.370
factor(category_id)37 100 0 0.011 0.147 -0.429 0.013 0.277
factor(category_id)38 100 0 -0.015 0.143 -0.326 -0.017 0.374
factor(category_id)39 100 0 0.005 0.145 -0.346 -0.007 0.379
factor(category_id)40 100 0 -0.010 0.155 -0.360 -0.014 0.426
factor(category_id)41 100 0 -0.027 0.136 -0.339 -0.031 0.286
factor(category_id)42 100 0 0.017 0.158 -0.405 0.030 0.353
factor(category_id)43 100 0 -0.021 0.152 -0.346 -0.036 0.329
factor(category_id)44 100 0 0.003 0.132 -0.303 0.025 0.341
factor(category_id)45 100 0 -0.008 0.136 -0.329 -0.012 0.372
factor(category_id)46 100 0 -0.026 0.156 -0.402 -0.030 0.280
factor(category_id)47 100 0 -0.020 0.137 -0.362 -0.035 0.340
factor(category_id)48 100 0 -0.005 0.151 -0.327 -0.014 0.373
factor(category_id)49 100 0 0.005 0.144 -0.335 0.013 0.368
factor(category_id)50 100 0 -0.012 0.132 -0.344 -0.023 0.236
factor(worker_id)2:factor(category_id)2 100 0 0.007 0.201 -0.413 -0.005 0.631
factor(worker_id)2:factor(category_id)3 100 0 0.023 0.185 -0.338 -0.005 0.420
factor(worker_id)2:factor(category_id)4 100 0 -0.019 0.205 -0.547 -0.019 0.471
factor(worker_id)2:factor(category_id)5 100 0 0.025 0.192 -0.361 0.014 0.511
factor(worker_id)2:factor(category_id)6 100 0 -0.007 0.201 -0.497 0.006 0.534
factor(worker_id)2:factor(category_id)7 100 0 0.042 0.207 -0.413 0.047 0.625
factor(worker_id)2:factor(category_id)8 100 0 -0.003 0.178 -0.356 -0.006 0.515
factor(worker_id)2:factor(category_id)9 100 0 0.016 0.194 -0.432 -0.001 0.610
factor(worker_id)2:factor(category_id)10 100 0 -0.001 0.228 -0.498 -0.004 0.472
factor(worker_id)2:factor(category_id)11 100 0 -0.008 0.231 -0.540 -0.012 0.586
factor(worker_id)2:factor(category_id)12 100 0 -0.010 0.194 -0.444 -0.023 0.435
factor(worker_id)2:factor(category_id)13 100 0 -0.002 0.186 -0.437 0.020 0.502
factor(worker_id)2:factor(category_id)14 100 0 0.015 0.219 -0.542 0.013 0.612
factor(worker_id)2:factor(category_id)15 100 0 -0.002 0.191 -0.463 -0.013 0.587
factor(worker_id)2:factor(category_id)16 100 0 -0.005 0.208 -0.448 -0.007 0.469
factor(worker_id)2:factor(category_id)17 100 0 0.012 0.216 -0.430 0.009 0.709
factor(worker_id)2:factor(category_id)18 100 0 0.008 0.197 -0.464 0.015 0.515
factor(worker_id)2:factor(category_id)19 100 0 -0.003 0.184 -0.350 -0.021 0.516
factor(worker_id)2:factor(category_id)20 100 0 0.008 0.180 -0.574 0.031 0.380
factor(worker_id)2:factor(category_id)21 100 0 0.021 0.200 -0.532 0.014 0.468
factor(worker_id)2:factor(category_id)22 100 0 0.024 0.187 -0.371 0.015 0.550
factor(worker_id)2:factor(category_id)23 100 0 -0.012 0.194 -0.474 0.007 0.381
factor(worker_id)2:factor(category_id)24 100 0 0.028 0.220 -0.534 0.017 0.774
factor(worker_id)2:factor(category_id)25 100 0 0.038 0.212 -0.440 0.035 0.682
factor(worker_id)2:factor(category_id)26 100 0 0.028 0.199 -0.424 0.038 0.521
factor(worker_id)2:factor(category_id)27 100 0 -0.018 0.190 -0.407 -0.015 0.511
factor(worker_id)2:factor(category_id)28 100 0 0.006 0.208 -0.560 0.015 0.541
factor(worker_id)2:factor(category_id)29 100 0 -0.005 0.194 -0.584 -0.029 0.497
factor(worker_id)2:factor(category_id)30 100 0 0.019 0.202 -0.510 -0.003 0.482
factor(worker_id)2:factor(category_id)31 100 0 0.019 0.197 -0.395 -0.004 0.600
factor(worker_id)2:factor(category_id)32 100 0 -0.004 0.218 -0.506 -0.001 0.594
factor(worker_id)2:factor(category_id)33 100 0 -0.009 0.169 -0.373 -0.014 0.443
factor(worker_id)2:factor(category_id)34 100 0 0.008 0.193 -0.467 0.010 0.505
factor(worker_id)2:factor(category_id)35 100 0 -0.014 0.219 -0.498 -0.032 0.517
factor(worker_id)2:factor(category_id)36 100 0 -0.032 0.189 -0.513 -0.033 0.548
factor(worker_id)2:factor(category_id)37 100 0 -0.014 0.211 -0.479 -0.004 0.822
factor(worker_id)2:factor(category_id)38 100 0 0.009 0.189 -0.438 0.002 0.561
factor(worker_id)2:factor(category_id)39 100 0 -0.008 0.202 -0.414 0.002 0.541
factor(worker_id)2:factor(category_id)40 100 0 0.019 0.201 -0.405 0.027 0.592
factor(worker_id)2:factor(category_id)41 100 0 0.020 0.215 -0.555 0.005 0.655
factor(worker_id)2:factor(category_id)42 100 0 -0.033 0.200 -0.547 -0.021 0.386
factor(worker_id)2:factor(category_id)43 100 0 0.017 0.209 -0.406 0.036 0.611
factor(worker_id)2:factor(category_id)44 100 0 0.000 0.198 -0.520 -0.011 0.553
factor(worker_id)2:factor(category_id)45 100 0 0.008 0.197 -0.419 -0.004 0.491
factor(worker_id)2:factor(category_id)46 100 0 0.030 0.216 -0.454 0.030 0.545
factor(worker_id)2:factor(category_id)47 100 0 0.014 0.197 -0.444 0.010 0.523
factor(worker_id)2:factor(category_id)48 100 0 0.008 0.210 -0.430 0.016 0.538
factor(worker_id)2:factor(category_id)49 100 0 -0.001 0.205 -0.338 -0.014 0.540
factor(worker_id)2:factor(category_id)50 100 0 -0.017 0.197 -0.586 -0.027 0.439

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(category_id)31 1
factor(category_id)32 1
factor(category_id)33 1
factor(category_id)34 1
factor(category_id)35 1
factor(category_id)36 1
factor(category_id)37 1
factor(category_id)38 1
factor(category_id)39 1
factor(category_id)40 1
factor(category_id)41 1
factor(category_id)42 1
factor(category_id)43 1
factor(category_id)44 1
factor(category_id)45 1
factor(category_id)46 1
factor(category_id)47 1
factor(category_id)48 1
factor(category_id)49 1
factor(category_id)50 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 1
factor(worker_id)2:factor(category_id)8 1
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0.03
factor(worker_id)2:factor(category_id)12 0.02
factor(worker_id)2:factor(category_id)13 1
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 1
factor(worker_id)2:factor(category_id)16 1
factor(worker_id)2:factor(category_id)17 0.05
factor(worker_id)2:factor(category_id)18 0.08
factor(worker_id)2:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 0.05
factor(worker_id)2:factor(category_id)21 0
factor(worker_id)2:factor(category_id)22 1
factor(worker_id)2:factor(category_id)23 1
factor(worker_id)2:factor(category_id)24 0.12
factor(worker_id)2:factor(category_id)25 0
factor(worker_id)2:factor(category_id)26 0
factor(worker_id)2:factor(category_id)27 0
factor(worker_id)2:factor(category_id)28 0.04
factor(worker_id)2:factor(category_id)29 0
factor(worker_id)2:factor(category_id)30 0
factor(worker_id)2:factor(category_id)31 1
factor(worker_id)2:factor(category_id)32 0
factor(worker_id)2:factor(category_id)33 0
factor(worker_id)2:factor(category_id)34 1
factor(worker_id)2:factor(category_id)35 0.98
factor(worker_id)2:factor(category_id)36 0
factor(worker_id)2:factor(category_id)37 0
factor(worker_id)2:factor(category_id)38 0
factor(worker_id)2:factor(category_id)39 0
factor(worker_id)2:factor(category_id)40 0
factor(worker_id)2:factor(category_id)41 0.24
factor(worker_id)2:factor(category_id)42 0.91
factor(worker_id)2:factor(category_id)43 0.54
factor(worker_id)2:factor(category_id)44 1
factor(worker_id)2:factor(category_id)45 1
factor(worker_id)2:factor(category_id)46 0
factor(worker_id)2:factor(category_id)47 0
factor(worker_id)2:factor(category_id)48 0
factor(worker_id)2:factor(category_id)49 1
factor(worker_id)2:factor(category_id)50 0

Significant match effect number = 16 out of 49

num_process = 500, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.004 0.045 -0.124 0.007 0.112
factor(worker_id)2 100 0 -0.012 0.070 -0.228 -0.016 0.133
factor(category_id)2 100 0 -0.006 0.060 -0.149 -0.010 0.184
factor(category_id)3 100 0 -0.004 0.060 -0.146 -0.009 0.191
factor(category_id)4 100 0 -0.010 0.062 -0.150 -0.010 0.152
factor(category_id)5 100 0 -0.005 0.066 -0.166 -0.008 0.132
factor(category_id)6 100 0 -0.002 0.068 -0.178 -0.009 0.189
factor(category_id)7 100 0 -0.005 0.062 -0.170 -0.002 0.149
factor(category_id)8 100 0 -0.006 0.057 -0.148 -0.008 0.116
factor(category_id)9 100 0 -0.001 0.065 -0.132 -0.003 0.198
factor(category_id)10 100 0 -0.011 0.062 -0.159 -0.015 0.228
factor(category_id)11 100 0 0.001 0.066 -0.138 0.004 0.162
factor(category_id)12 100 0 -0.003 0.055 -0.177 -0.002 0.170
factor(category_id)13 100 0 -0.007 0.062 -0.188 -0.017 0.158
factor(category_id)14 100 0 -0.004 0.067 -0.149 -0.013 0.193
factor(category_id)15 100 0 -0.007 0.064 -0.149 -0.009 0.166
factor(category_id)16 100 0 -0.008 0.059 -0.151 -0.016 0.181
factor(category_id)17 100 0 -0.006 0.062 -0.163 -0.005 0.132
factor(category_id)18 100 0 -0.006 0.060 -0.181 0.002 0.145
factor(category_id)19 100 0 -0.008 0.064 -0.161 -0.014 0.138
factor(category_id)20 100 0 -0.007 0.064 -0.160 -0.007 0.157
factor(category_id)21 100 0 -0.004 0.064 -0.185 -0.003 0.160
factor(category_id)22 100 0 0.000 0.067 -0.141 -0.004 0.181
factor(category_id)23 100 0 -0.009 0.057 -0.144 -0.009 0.131
factor(category_id)24 100 0 -0.003 0.063 -0.165 -0.011 0.168
factor(category_id)25 100 0 -0.002 0.063 -0.109 -0.007 0.162
factor(category_id)26 100 0 -0.004 0.068 -0.164 -0.017 0.166
factor(category_id)27 100 0 -0.006 0.066 -0.156 -0.005 0.145
factor(category_id)28 100 0 -0.012 0.068 -0.190 -0.013 0.151
factor(category_id)29 100 0 -0.008 0.062 -0.124 -0.017 0.159
factor(category_id)30 100 0 0.000 0.064 -0.176 -0.003 0.185
factor(category_id)31 100 0 0.003 0.069 -0.181 0.000 0.190
factor(category_id)32 100 0 0.001 0.068 -0.177 -0.004 0.185
factor(category_id)33 100 0 0.000 0.061 -0.147 0.003 0.171
factor(category_id)34 100 0 -0.002 0.055 -0.148 -0.003 0.128
factor(category_id)35 100 0 -0.007 0.054 -0.195 -0.003 0.113
factor(category_id)36 100 0 -0.001 0.068 -0.134 -0.008 0.229
factor(category_id)37 100 0 -0.003 0.060 -0.142 -0.003 0.180
factor(category_id)38 100 0 -0.002 0.063 -0.142 -0.004 0.192
factor(category_id)39 100 0 -0.005 0.060 -0.145 -0.009 0.161
factor(category_id)40 100 0 -0.011 0.063 -0.182 -0.013 0.137
factor(category_id)41 100 0 -0.001 0.063 -0.143 -0.001 0.151
factor(category_id)42 100 0 -0.007 0.070 -0.217 -0.001 0.161
factor(category_id)43 100 0 -0.012 0.056 -0.176 -0.015 0.133
factor(category_id)44 100 0 0.004 0.062 -0.148 0.004 0.186
factor(category_id)45 100 0 -0.009 0.057 -0.179 -0.020 0.123
factor(category_id)46 100 0 -0.003 0.067 -0.176 0.001 0.175
factor(category_id)47 100 0 -0.004 0.059 -0.134 -0.004 0.139
factor(category_id)48 100 0 -0.012 0.065 -0.158 -0.013 0.118
factor(category_id)49 100 0 0.002 0.058 -0.126 0.002 0.139
factor(category_id)50 100 0 0.004 0.066 -0.167 0.006 0.173
factor(worker_id)2:factor(category_id)2 100 0 0.018 0.093 -0.260 0.008 0.299
factor(worker_id)2:factor(category_id)3 100 0 0.013 0.094 -0.242 0.012 0.222
factor(worker_id)2:factor(category_id)4 100 0 0.019 0.089 -0.199 0.019 0.199
factor(worker_id)2:factor(category_id)5 100 0 0.017 0.096 -0.222 0.022 0.274
factor(worker_id)2:factor(category_id)6 100 0 0.004 0.100 -0.245 -0.005 0.358
factor(worker_id)2:factor(category_id)7 100 0 0.012 0.097 -0.224 0.022 0.325
factor(worker_id)2:factor(category_id)8 100 0 0.016 0.091 -0.181 0.025 0.230
factor(worker_id)2:factor(category_id)9 100 0 0.010 0.091 -0.217 0.013 0.220
factor(worker_id)2:factor(category_id)10 100 0 0.023 0.095 -0.262 0.021 0.264
factor(worker_id)2:factor(category_id)11 100 0 0.000 0.096 -0.234 0.008 0.263
factor(worker_id)2:factor(category_id)12 100 0 0.019 0.086 -0.199 0.013 0.276
factor(worker_id)2:factor(category_id)13 100 0 0.010 0.100 -0.270 0.021 0.219
factor(worker_id)2:factor(category_id)14 100 0 0.014 0.095 -0.320 0.019 0.281
factor(worker_id)2:factor(category_id)15 100 0 0.004 0.094 -0.202 0.003 0.280
factor(worker_id)2:factor(category_id)16 100 0 0.018 0.091 -0.179 0.019 0.262
factor(worker_id)2:factor(category_id)17 100 0 0.015 0.096 -0.204 0.018 0.257
factor(worker_id)2:factor(category_id)18 100 0 0.018 0.091 -0.196 0.018 0.235
factor(worker_id)2:factor(category_id)19 100 0 0.010 0.091 -0.227 0.016 0.302
factor(worker_id)2:factor(category_id)20 100 0 0.019 0.098 -0.249 0.029 0.249
factor(worker_id)2:factor(category_id)21 100 0 0.014 0.089 -0.175 0.015 0.199
factor(worker_id)2:factor(category_id)22 100 0 0.012 0.104 -0.233 0.010 0.268
factor(worker_id)2:factor(category_id)23 100 0 0.027 0.093 -0.200 0.037 0.266
factor(worker_id)2:factor(category_id)24 100 0 0.015 0.098 -0.238 0.017 0.236
factor(worker_id)2:factor(category_id)25 100 0 0.008 0.093 -0.189 0.008 0.229
factor(worker_id)2:factor(category_id)26 100 0 0.007 0.096 -0.218 0.011 0.220
factor(worker_id)2:factor(category_id)27 100 0 0.016 0.090 -0.180 0.008 0.214
factor(worker_id)2:factor(category_id)28 100 0 0.010 0.100 -0.239 0.007 0.275
factor(worker_id)2:factor(category_id)29 100 0 0.021 0.104 -0.262 0.023 0.239
factor(worker_id)2:factor(category_id)30 100 0 0.009 0.094 -0.249 0.003 0.266
factor(worker_id)2:factor(category_id)31 100 0 0.007 0.096 -0.256 -0.010 0.262
factor(worker_id)2:factor(category_id)32 100 0 0.009 0.096 -0.233 0.014 0.288
factor(worker_id)2:factor(category_id)33 100 0 0.005 0.087 -0.236 0.000 0.220
factor(worker_id)2:factor(category_id)34 100 0 0.011 0.087 -0.184 0.004 0.239
factor(worker_id)2:factor(category_id)35 100 0 0.008 0.089 -0.185 0.003 0.288
factor(worker_id)2:factor(category_id)36 100 0 0.008 0.090 -0.229 0.009 0.192
factor(worker_id)2:factor(category_id)37 100 0 0.010 0.092 -0.295 0.006 0.220
factor(worker_id)2:factor(category_id)38 100 0 0.005 0.096 -0.284 0.009 0.240
factor(worker_id)2:factor(category_id)39 100 0 0.009 0.092 -0.226 -0.009 0.231
factor(worker_id)2:factor(category_id)40 100 0 0.019 0.101 -0.176 0.015 0.311
factor(worker_id)2:factor(category_id)41 100 0 0.011 0.090 -0.207 0.009 0.237
factor(worker_id)2:factor(category_id)42 100 0 0.024 0.100 -0.221 0.020 0.339
factor(worker_id)2:factor(category_id)43 100 0 0.020 0.085 -0.150 0.012 0.252
factor(worker_id)2:factor(category_id)44 100 0 -0.005 0.090 -0.206 -0.009 0.241
factor(worker_id)2:factor(category_id)45 100 0 0.017 0.096 -0.244 0.016 0.238
factor(worker_id)2:factor(category_id)46 100 0 0.002 0.096 -0.224 0.009 0.245
factor(worker_id)2:factor(category_id)47 100 0 0.012 0.095 -0.194 0.017 0.234
factor(worker_id)2:factor(category_id)48 100 0 0.020 0.100 -0.264 0.020 0.256
factor(worker_id)2:factor(category_id)49 100 0 0.008 0.091 -0.179 0.007 0.236
factor(worker_id)2:factor(category_id)50 100 0 0.000 0.098 -0.250 -0.007 0.236

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(category_id)2 1
factor(category_id)3 0
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(category_id)31 1
factor(category_id)32 1
factor(category_id)33 1
factor(category_id)34 1
factor(category_id)35 1
factor(category_id)36 1
factor(category_id)37 1
factor(category_id)38 1
factor(category_id)39 1
factor(category_id)40 1
factor(category_id)41 1
factor(category_id)42 1
factor(category_id)43 1
factor(category_id)44 1
factor(category_id)45 1
factor(category_id)46 1
factor(category_id)47 1
factor(category_id)48 1
factor(category_id)49 1
factor(category_id)50 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)2:factor(category_id)6 1
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 1
factor(worker_id)2:factor(category_id)9 0.44
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 1
factor(worker_id)2:factor(category_id)12 1
factor(worker_id)2:factor(category_id)13 1
factor(worker_id)2:factor(category_id)14 1
factor(worker_id)2:factor(category_id)15 1
factor(worker_id)2:factor(category_id)16 0
factor(worker_id)2:factor(category_id)17 1
factor(worker_id)2:factor(category_id)18 1
factor(worker_id)2:factor(category_id)19 1
factor(worker_id)2:factor(category_id)20 1
factor(worker_id)2:factor(category_id)21 1
factor(worker_id)2:factor(category_id)22 1
factor(worker_id)2:factor(category_id)23 1
factor(worker_id)2:factor(category_id)24 1
factor(worker_id)2:factor(category_id)25 0
factor(worker_id)2:factor(category_id)26 1
factor(worker_id)2:factor(category_id)27 1
factor(worker_id)2:factor(category_id)28 1
factor(worker_id)2:factor(category_id)29 0.03
factor(worker_id)2:factor(category_id)30 0.03
factor(worker_id)2:factor(category_id)31 1
factor(worker_id)2:factor(category_id)32 1
factor(worker_id)2:factor(category_id)33 1
factor(worker_id)2:factor(category_id)34 1
factor(worker_id)2:factor(category_id)35 1
factor(worker_id)2:factor(category_id)36 1
factor(worker_id)2:factor(category_id)37 1
factor(worker_id)2:factor(category_id)38 1
factor(worker_id)2:factor(category_id)39 0
factor(worker_id)2:factor(category_id)40 1
factor(worker_id)2:factor(category_id)41 1
factor(worker_id)2:factor(category_id)42 1
factor(worker_id)2:factor(category_id)43 1
factor(worker_id)2:factor(category_id)44 1
factor(worker_id)2:factor(category_id)45 1
factor(worker_id)2:factor(category_id)46 1
factor(worker_id)2:factor(category_id)47 1
factor(worker_id)2:factor(category_id)48 0.99
factor(worker_id)2:factor(category_id)49 0
factor(worker_id)2:factor(category_id)50 1

Significant match effect number = 39 out of 49

worker=2 category=100 data

num_process = 10, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.045 0.318 -1.121 -0.050 0.650
factor(worker_id)2 100 0 0.064 0.450 -1.263 0.070 1.468
factor(category_id)2 100 0 0.056 0.428 -0.853 0.050 1.241
factor(category_id)3 100 0 0.066 0.422 -1.003 0.024 1.205
factor(category_id)4 100 0 0.070 0.429 -0.874 0.018 1.474
factor(category_id)5 100 0 0.015 0.399 -1.048 0.000 1.106
factor(category_id)6 100 0 0.024 0.420 -0.989 0.022 1.595
factor(category_id)7 100 0 -0.007 0.457 -1.113 -0.031 1.257
factor(category_id)8 100 0 0.029 0.466 -1.394 0.019 1.539
factor(category_id)9 100 0 0.038 0.462 -1.161 0.094 1.037
factor(category_id)10 100 0 0.016 0.437 -1.012 0.033 1.652
factor(category_id)11 100 0 0.053 0.393 -0.866 0.011 1.349
factor(category_id)12 100 0 0.034 0.433 -0.877 0.040 1.196
factor(category_id)13 100 0 0.060 0.447 -0.946 -0.034 1.140
factor(category_id)14 100 0 0.063 0.514 -1.052 0.035 1.789
factor(category_id)15 100 0 0.057 0.435 -1.026 -0.050 1.284
factor(category_id)16 100 0 0.078 0.438 -1.099 0.077 1.199
factor(category_id)17 100 0 0.045 0.450 -0.988 -0.008 1.182
factor(category_id)18 100 0 0.031 0.458 -1.125 0.045 1.423
factor(category_id)19 100 0 0.031 0.472 -1.422 0.054 0.978
factor(category_id)20 100 0 0.028 0.449 -1.223 0.041 1.577
factor(category_id)21 100 0 0.046 0.500 -1.292 -0.020 1.739
factor(category_id)22 100 0 0.040 0.470 -1.019 0.043 1.545
factor(category_id)23 100 0 0.049 0.467 -0.842 0.059 1.423
factor(category_id)24 100 0 0.063 0.425 -0.813 0.035 1.124
factor(category_id)25 100 0 0.076 0.410 -0.890 0.061 1.163
factor(category_id)26 100 0 -0.031 0.440 -0.939 -0.037 1.279
factor(category_id)27 100 0 0.082 0.452 -0.851 0.057 1.245
factor(category_id)28 100 0 0.048 0.453 -1.007 0.019 1.111
factor(category_id)29 100 0 0.020 0.510 -1.025 0.035 1.476
factor(category_id)30 100 0 0.092 0.459 -0.818 0.050 1.576
factor(category_id)31 100 0 -0.013 0.467 -1.351 0.019 1.572
factor(category_id)32 100 0 0.066 0.453 -0.955 0.008 1.315
factor(category_id)33 100 0 0.063 0.471 -0.955 0.030 1.802
factor(category_id)34 100 0 0.075 0.446 -0.733 0.032 1.256
factor(category_id)35 100 0 0.037 0.384 -0.884 0.066 0.858
factor(category_id)36 100 0 0.085 0.480 -1.126 0.094 1.556
factor(category_id)37 100 0 0.046 0.462 -0.997 0.077 0.994
factor(category_id)38 100 0 0.021 0.462 -1.119 0.073 1.448
factor(category_id)39 100 0 0.012 0.443 -1.227 0.040 1.295
factor(category_id)40 100 0 0.052 0.442 -1.410 -0.018 1.403
factor(category_id)41 100 0 0.034 0.464 -1.075 0.069 1.031
factor(category_id)42 100 0 0.028 0.497 -1.196 0.032 1.016
factor(category_id)43 100 0 0.066 0.445 -1.053 0.091 1.299
factor(category_id)44 100 0 0.029 0.439 -1.018 0.015 1.143
factor(category_id)45 100 0 0.061 0.410 -0.895 0.046 1.296
factor(category_id)46 100 0 0.115 0.424 -0.898 0.143 1.166
factor(category_id)47 100 0 0.020 0.479 -1.110 -0.035 1.521
factor(category_id)48 100 0 0.041 0.451 -1.056 0.132 1.144
factor(category_id)49 100 0 0.113 0.522 -0.919 0.079 1.807
factor(category_id)50 100 0 0.050 0.444 -0.785 0.024 1.554
factor(category_id)51 100 0 0.032 0.488 -0.945 0.024 1.439
factor(category_id)52 100 0 0.042 0.493 -0.833 0.014 2.142
factor(category_id)53 100 0 0.016 0.431 -1.080 -0.011 1.173
factor(category_id)54 100 0 0.078 0.419 -0.886 0.053 1.617
factor(category_id)55 100 0 0.073 0.454 -1.062 0.051 1.321
factor(category_id)56 100 0 0.042 0.472 -1.073 0.031 1.184
factor(category_id)57 100 0 0.085 0.441 -0.944 0.074 1.490
factor(category_id)58 100 0 0.090 0.423 -0.699 0.088 1.311
factor(category_id)59 100 0 0.065 0.522 -1.073 0.029 1.679
factor(category_id)60 100 0 0.019 0.395 -1.038 0.063 1.270
factor(category_id)61 100 0 0.014 0.450 -1.077 0.048 1.140
factor(category_id)62 100 0 0.081 0.510 -1.060 0.060 2.036
factor(category_id)63 100 0 0.070 0.438 -0.773 0.100 1.165
factor(category_id)64 100 0 0.073 0.457 -1.167 0.019 1.609
factor(category_id)65 100 0 0.035 0.474 -0.988 0.085 1.171
factor(category_id)66 100 0 0.088 0.471 -1.115 0.017 1.365
factor(category_id)67 100 0 0.088 0.434 -0.981 0.148 1.356
factor(category_id)68 100 0 0.041 0.461 -0.991 0.026 1.239
factor(category_id)69 100 0 -0.003 0.436 -1.262 0.028 1.126
factor(category_id)70 100 0 0.070 0.474 -1.319 0.012 1.291
factor(category_id)71 100 0 0.071 0.452 -0.912 0.035 1.406
factor(category_id)72 100 0 0.078 0.438 -0.806 0.084 1.671
factor(category_id)73 100 0 0.059 0.444 -1.008 0.094 1.146
factor(category_id)74 100 0 0.041 0.493 -1.318 -0.027 1.342
factor(category_id)75 100 0 0.076 0.454 -0.802 0.128 1.565
factor(category_id)76 100 0 0.057 0.419 -0.986 0.068 1.311
factor(category_id)77 100 0 0.074 0.451 -1.031 0.116 1.761
factor(category_id)78 100 0 0.096 0.444 -0.996 0.063 1.109
factor(category_id)79 100 0 0.030 0.431 -1.064 0.081 1.340
factor(category_id)80 100 0 0.025 0.462 -0.989 0.013 1.077
factor(category_id)81 100 0 0.057 0.422 -1.039 -0.028 1.203
factor(category_id)82 100 0 0.032 0.467 -0.896 -0.047 1.276
factor(category_id)83 100 0 0.090 0.446 -0.865 0.074 1.458
factor(category_id)84 100 0 0.088 0.451 -0.806 0.072 1.617
factor(category_id)85 100 0 0.015 0.459 -0.865 -0.020 1.449
factor(category_id)86 100 0 0.028 0.446 -1.608 0.001 1.196
factor(category_id)87 100 0 0.010 0.430 -0.993 0.017 1.058
factor(category_id)88 100 0 0.052 0.415 -1.091 0.091 1.169
factor(category_id)89 100 0 0.036 0.452 -1.233 0.026 1.712
factor(category_id)90 100 0 0.036 0.477 -1.127 -0.004 1.163
factor(category_id)91 100 0 -0.018 0.483 -1.045 -0.011 1.249
factor(category_id)92 100 0 0.030 0.439 -0.837 -0.016 1.176
factor(category_id)93 100 0 0.072 0.405 -0.990 0.096 1.237
factor(category_id)94 100 0 0.108 0.479 -1.096 0.103 1.624
factor(category_id)95 100 0 -0.002 0.464 -0.949 0.020 1.073
factor(category_id)96 100 0 0.042 0.417 -0.988 0.037 1.260
factor(category_id)97 100 0 0.018 0.464 -1.128 0.049 1.262
factor(category_id)98 100 0 0.071 0.453 -1.548 0.109 1.511
factor(category_id)99 100 0 -0.012 0.402 -0.884 -0.024 1.009
factor(category_id)100 100 0 0.039 0.424 -0.976 0.024 1.150
factor(worker_id)2:factor(category_id)2 100 0 -0.032 0.609 -1.737 -0.015 1.911
factor(worker_id)2:factor(category_id)3 100 0 -0.049 0.638 -1.673 -0.060 1.344
factor(worker_id)2:factor(category_id)4 100 0 -0.060 0.573 -1.456 -0.014 1.178
factor(worker_id)2:factor(category_id)5 100 0 -0.048 0.585 -1.685 -0.096 1.418
factor(worker_id)2:factor(category_id)6 100 0 -0.061 0.577 -1.459 -0.038 1.491
factor(worker_id)2:factor(category_id)7 100 0 0.034 0.647 -1.656 0.024 2.116
factor(worker_id)2:factor(category_id)8 100 0 -0.051 0.659 -2.171 0.011 2.382
factor(worker_id)2:factor(category_id)9 100 0 -0.066 0.669 -1.270 -0.104 2.029
factor(worker_id)2:factor(category_id)10 100 0 -0.054 0.644 -2.169 -0.052 1.131
factor(worker_id)2:factor(category_id)11 100 0 -0.083 0.594 -1.334 -0.091 1.662
factor(worker_id)2:factor(category_id)12 100 0 -0.102 0.639 -1.552 -0.113 1.674
factor(worker_id)2:factor(category_id)13 100 0 -0.002 0.666 -1.339 0.037 1.225
factor(worker_id)2:factor(category_id)14 100 0 -0.138 0.687 -1.837 -0.153 1.713
factor(worker_id)2:factor(category_id)15 100 0 -0.131 0.610 -1.656 -0.107 1.444
factor(worker_id)2:factor(category_id)16 100 0 -0.068 0.628 -1.788 -0.068 1.828
factor(worker_id)2:factor(category_id)17 100 0 -0.052 0.608 -1.506 -0.036 1.674
factor(worker_id)2:factor(category_id)18 100 0 -0.046 0.633 -1.510 -0.018 1.502
factor(worker_id)2:factor(category_id)19 100 0 -0.005 0.689 -1.710 -0.070 1.993
factor(worker_id)2:factor(category_id)20 100 0 -0.003 0.608 -1.705 -0.045 1.411
factor(worker_id)2:factor(category_id)21 100 0 -0.126 0.591 -1.391 -0.204 1.470
factor(worker_id)2:factor(category_id)22 100 0 -0.087 0.694 -1.859 -0.134 1.911
factor(worker_id)2:factor(category_id)23 100 0 -0.016 0.594 -1.692 -0.033 1.425
factor(worker_id)2:factor(category_id)24 100 0 -0.102 0.684 -1.647 -0.081 1.684
factor(worker_id)2:factor(category_id)25 100 0 -0.113 0.613 -1.234 -0.179 1.731
factor(worker_id)2:factor(category_id)26 100 0 -0.011 0.719 -1.809 -0.022 1.488
factor(worker_id)2:factor(category_id)27 100 0 -0.106 0.614 -1.369 -0.065 1.375
factor(worker_id)2:factor(category_id)28 100 0 -0.064 0.598 -1.223 -0.042 1.599
factor(worker_id)2:factor(category_id)29 100 0 -0.059 0.697 -2.124 -0.048 1.535
factor(worker_id)2:factor(category_id)30 100 0 -0.093 0.623 -1.894 -0.102 1.894
factor(worker_id)2:factor(category_id)31 100 0 -0.020 0.662 -1.711 -0.130 1.729
factor(worker_id)2:factor(category_id)32 100 0 -0.089 0.593 -1.787 -0.075 1.320
factor(worker_id)2:factor(category_id)33 100 0 -0.093 0.638 -2.319 -0.084 1.450
factor(worker_id)2:factor(category_id)34 100 0 -0.120 0.594 -1.496 -0.065 1.434
factor(worker_id)2:factor(category_id)35 100 0 -0.037 0.536 -1.105 -0.036 1.542
factor(worker_id)2:factor(category_id)36 100 0 -0.095 0.683 -1.761 -0.086 1.675
factor(worker_id)2:factor(category_id)37 100 0 -0.118 0.648 -1.458 -0.131 1.246
factor(worker_id)2:factor(category_id)38 100 0 0.001 0.579 -1.220 -0.010 1.507
factor(worker_id)2:factor(category_id)39 100 0 -0.061 0.658 -1.412 -0.148 2.163
factor(worker_id)2:factor(category_id)40 100 0 -0.061 0.599 -1.419 -0.081 1.219
factor(worker_id)2:factor(category_id)41 100 0 -0.053 0.624 -1.501 -0.123 1.415
factor(worker_id)2:factor(category_id)42 100 0 -0.093 0.696 -1.918 -0.185 1.876
factor(worker_id)2:factor(category_id)43 100 0 -0.107 0.581 -1.986 -0.104 1.959
factor(worker_id)2:factor(category_id)44 100 0 -0.045 0.626 -1.465 -0.101 1.380
factor(worker_id)2:factor(category_id)45 100 0 -0.127 0.623 -1.370 -0.088 1.551
factor(worker_id)2:factor(category_id)46 100 0 -0.116 0.634 -1.668 -0.160 1.584
factor(worker_id)2:factor(category_id)47 100 0 -0.043 0.608 -1.690 -0.024 1.324
factor(worker_id)2:factor(category_id)48 100 0 -0.062 0.588 -1.453 -0.046 1.441
factor(worker_id)2:factor(category_id)49 100 0 -0.089 0.667 -2.020 -0.020 1.557
factor(worker_id)2:factor(category_id)50 100 0 -0.040 0.668 -1.800 -0.048 1.632
factor(worker_id)2:factor(category_id)51 100 0 -0.053 0.645 -1.557 -0.070 1.353
factor(worker_id)2:factor(category_id)52 100 0 -0.061 0.590 -1.674 -0.064 1.039
factor(worker_id)2:factor(category_id)53 100 0 -0.011 0.584 -1.577 -0.038 1.494
factor(worker_id)2:factor(category_id)54 100 0 -0.110 0.610 -1.720 -0.131 1.579
factor(worker_id)2:factor(category_id)55 100 0 -0.141 0.671 -2.182 -0.172 1.816
factor(worker_id)2:factor(category_id)56 100 0 -0.012 0.675 -1.441 -0.090 1.567
factor(worker_id)2:factor(category_id)57 100 0 -0.110 0.618 -1.935 -0.107 1.452
factor(worker_id)2:factor(category_id)58 100 0 -0.135 0.515 -1.444 -0.147 0.828
factor(worker_id)2:factor(category_id)59 100 0 -0.034 0.716 -2.309 -0.059 1.572
factor(worker_id)2:factor(category_id)60 100 0 -0.007 0.570 -1.273 0.024 1.256
factor(worker_id)2:factor(category_id)61 100 0 -0.086 0.574 -1.693 -0.081 1.467
factor(worker_id)2:factor(category_id)62 100 0 -0.129 0.705 -2.588 -0.089 1.284
factor(worker_id)2:factor(category_id)63 100 0 -0.112 0.632 -1.792 -0.051 1.462
factor(worker_id)2:factor(category_id)64 100 0 -0.024 0.631 -1.808 -0.009 1.569
factor(worker_id)2:factor(category_id)65 100 0 -0.019 0.671 -1.684 -0.023 1.695
factor(worker_id)2:factor(category_id)66 100 0 -0.118 0.732 -1.993 -0.102 1.743
factor(worker_id)2:factor(category_id)67 100 0 -0.135 0.584 -1.301 -0.177 1.341
factor(worker_id)2:factor(category_id)68 100 0 -0.041 0.603 -1.452 -0.074 1.482
factor(worker_id)2:factor(category_id)69 100 0 0.007 0.619 -1.269 -0.018 1.618
factor(worker_id)2:factor(category_id)70 100 0 -0.091 0.667 -2.040 0.008 2.389
factor(worker_id)2:factor(category_id)71 100 0 -0.066 0.618 -1.984 -0.059 1.532
factor(worker_id)2:factor(category_id)72 100 0 -0.158 0.614 -2.232 -0.113 1.225
factor(worker_id)2:factor(category_id)73 100 0 -0.082 0.630 -1.759 -0.108 1.593
factor(worker_id)2:factor(category_id)74 100 0 -0.083 0.649 -1.984 -0.126 2.189
factor(worker_id)2:factor(category_id)75 100 0 -0.116 0.621 -1.959 -0.121 1.558
factor(worker_id)2:factor(category_id)76 100 0 -0.079 0.604 -1.519 -0.040 1.148
factor(worker_id)2:factor(category_id)77 100 0 -0.104 0.701 -2.007 -0.136 1.729
factor(worker_id)2:factor(category_id)78 100 0 -0.121 0.688 -1.496 -0.057 1.945
factor(worker_id)2:factor(category_id)79 100 0 -0.058 0.631 -1.441 -0.106 1.897
factor(worker_id)2:factor(category_id)80 100 0 -0.116 0.663 -1.753 -0.100 1.759
factor(worker_id)2:factor(category_id)81 100 0 -0.107 0.653 -2.263 0.026 1.257
factor(worker_id)2:factor(category_id)82 100 0 -0.040 0.630 -1.987 -0.005 1.610
factor(worker_id)2:factor(category_id)83 100 0 -0.116 0.636 -1.886 -0.130 1.747
factor(worker_id)2:factor(category_id)84 100 0 -0.104 0.629 -2.166 -0.058 1.448
factor(worker_id)2:factor(category_id)85 100 0 0.027 0.581 -1.776 0.135 1.469
factor(worker_id)2:factor(category_id)86 100 0 -0.045 0.557 -1.772 -0.061 1.507
factor(worker_id)2:factor(category_id)87 100 0 -0.049 0.586 -1.662 -0.043 1.309
factor(worker_id)2:factor(category_id)88 100 0 -0.049 0.584 -1.455 -0.110 1.883
factor(worker_id)2:factor(category_id)89 100 0 -0.035 0.638 -2.087 -0.003 1.344
factor(worker_id)2:factor(category_id)90 100 0 -0.075 0.647 -1.510 -0.029 1.867
factor(worker_id)2:factor(category_id)91 100 0 -0.027 0.636 -1.357 -0.054 1.775
factor(worker_id)2:factor(category_id)92 100 0 -0.005 0.623 -1.446 0.020 1.786
factor(worker_id)2:factor(category_id)93 100 0 -0.147 0.593 -1.727 -0.123 1.532
factor(worker_id)2:factor(category_id)94 100 0 -0.106 0.662 -1.669 -0.115 1.625
factor(worker_id)2:factor(category_id)95 100 0 -0.012 0.700 -1.896 -0.079 1.427
factor(worker_id)2:factor(category_id)96 100 0 0.003 0.629 -1.789 -0.025 1.697
factor(worker_id)2:factor(category_id)97 100 0 -0.026 0.662 -1.840 -0.074 2.191
factor(worker_id)2:factor(category_id)98 100 0 -0.083 0.669 -2.047 -0.069 2.094
factor(worker_id)2:factor(category_id)99 100 0 -0.053 0.578 -1.293 -0.110 1.485
factor(worker_id)2:factor(category_id)100 100 0 -0.040 0.623 -1.347 -0.088 1.549

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.96
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(category_id)31 1
factor(category_id)32 1
factor(category_id)33 1
factor(category_id)34 1
factor(category_id)35 1
factor(category_id)36 1
factor(category_id)37 1
factor(category_id)38 1
factor(category_id)39 1
factor(category_id)40 1
factor(category_id)41 1
factor(category_id)42 1
factor(category_id)43 1
factor(category_id)44 1
factor(category_id)45 1
factor(category_id)46 1
factor(category_id)47 1
factor(category_id)48 1
factor(category_id)49 1
factor(category_id)50 1
factor(category_id)51 1
factor(category_id)52 1
factor(category_id)53 1
factor(category_id)54 1
factor(category_id)55 1
factor(category_id)56 1
factor(category_id)57 1
factor(category_id)58 1
factor(category_id)59 1
factor(category_id)60 1
factor(category_id)61 1
factor(category_id)62 1
factor(category_id)63 1
factor(category_id)64 1
factor(category_id)65 1
factor(category_id)66 1
factor(category_id)67 1
factor(category_id)68 1
factor(category_id)69 1
factor(category_id)70 1
factor(category_id)71 1
factor(category_id)72 1
factor(category_id)73 1
factor(category_id)74 1
factor(category_id)75 1
factor(category_id)76 1
factor(category_id)77 1
factor(category_id)78 1
factor(category_id)79 1
factor(category_id)80 1
factor(category_id)81 1
factor(category_id)82 1
factor(category_id)83 1
factor(category_id)84 1
factor(category_id)85 1
factor(category_id)86 1
factor(category_id)87 1
factor(category_id)88 1
factor(category_id)89 1
factor(category_id)90 1
factor(category_id)91 1
factor(category_id)92 1
factor(category_id)93 1
factor(category_id)94 1
factor(category_id)95 1
factor(category_id)96 1
factor(category_id)97 1
factor(category_id)98 1
factor(category_id)99 1
factor(category_id)100 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0.37
factor(worker_id)2:factor(category_id)4 0.62
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 0.9
factor(worker_id)2:factor(category_id)7 0.02
factor(worker_id)2:factor(category_id)8 0.01
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 0.31
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)2:factor(category_id)16 0.02
factor(worker_id)2:factor(category_id)17 0
factor(worker_id)2:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 0
factor(worker_id)2:factor(category_id)21 0
factor(worker_id)2:factor(category_id)22 0.03
factor(worker_id)2:factor(category_id)23 0
factor(worker_id)2:factor(category_id)24 0
factor(worker_id)2:factor(category_id)25 0
factor(worker_id)2:factor(category_id)26 0.01
factor(worker_id)2:factor(category_id)27 0.8
factor(worker_id)2:factor(category_id)28 0.89
factor(worker_id)2:factor(category_id)29 0
factor(worker_id)2:factor(category_id)30 0.01
factor(worker_id)2:factor(category_id)31 0
factor(worker_id)2:factor(category_id)32 0
factor(worker_id)2:factor(category_id)33 0.01
factor(worker_id)2:factor(category_id)34 0
factor(worker_id)2:factor(category_id)35 0
factor(worker_id)2:factor(category_id)36 0.33
factor(worker_id)2:factor(category_id)37 0
factor(worker_id)2:factor(category_id)38 0
factor(worker_id)2:factor(category_id)39 0.2
factor(worker_id)2:factor(category_id)40 0
factor(worker_id)2:factor(category_id)41 0
factor(worker_id)2:factor(category_id)42 0
factor(worker_id)2:factor(category_id)43 0.01
factor(worker_id)2:factor(category_id)44 0
factor(worker_id)2:factor(category_id)45 0
factor(worker_id)2:factor(category_id)46 0.12
factor(worker_id)2:factor(category_id)47 0.75
factor(worker_id)2:factor(category_id)48 0
factor(worker_id)2:factor(category_id)49 0.01
factor(worker_id)2:factor(category_id)50 0
factor(worker_id)2:factor(category_id)51 0.55
factor(worker_id)2:factor(category_id)52 0
factor(worker_id)2:factor(category_id)53 0.04
factor(worker_id)2:factor(category_id)54 0.15
factor(worker_id)2:factor(category_id)55 0
factor(worker_id)2:factor(category_id)56 0
factor(worker_id)2:factor(category_id)57 0.89
factor(worker_id)2:factor(category_id)58 0
factor(worker_id)2:factor(category_id)59 0.02
factor(worker_id)2:factor(category_id)60 0.01
factor(worker_id)2:factor(category_id)61 0.05
factor(worker_id)2:factor(category_id)62 0
factor(worker_id)2:factor(category_id)63 0
factor(worker_id)2:factor(category_id)64 0.08
factor(worker_id)2:factor(category_id)65 0
factor(worker_id)2:factor(category_id)66 0.02
factor(worker_id)2:factor(category_id)67 0.06
factor(worker_id)2:factor(category_id)68 0.18
factor(worker_id)2:factor(category_id)69 0
factor(worker_id)2:factor(category_id)70 0
factor(worker_id)2:factor(category_id)71 0.65
factor(worker_id)2:factor(category_id)72 0.41
factor(worker_id)2:factor(category_id)73 0
factor(worker_id)2:factor(category_id)74 0.01
factor(worker_id)2:factor(category_id)75 0
factor(worker_id)2:factor(category_id)76 0
factor(worker_id)2:factor(category_id)77 0.17
factor(worker_id)2:factor(category_id)78 0
factor(worker_id)2:factor(category_id)79 0
factor(worker_id)2:factor(category_id)80 0.77
factor(worker_id)2:factor(category_id)81 0
factor(worker_id)2:factor(category_id)82 0
factor(worker_id)2:factor(category_id)83 0.03
factor(worker_id)2:factor(category_id)84 0
factor(worker_id)2:factor(category_id)85 0
factor(worker_id)2:factor(category_id)86 0
factor(worker_id)2:factor(category_id)87 0.79
factor(worker_id)2:factor(category_id)88 0.04
factor(worker_id)2:factor(category_id)89 0.48
factor(worker_id)2:factor(category_id)90 0
factor(worker_id)2:factor(category_id)91 0
factor(worker_id)2:factor(category_id)92 0.01
factor(worker_id)2:factor(category_id)93 0.99
factor(worker_id)2:factor(category_id)94 0
factor(worker_id)2:factor(category_id)95 0.05
factor(worker_id)2:factor(category_id)96 0.1
factor(worker_id)2:factor(category_id)97 0
factor(worker_id)2:factor(category_id)98 0
factor(worker_id)2:factor(category_id)99 0
factor(worker_id)2:factor(category_id)100 0

Significant match effect number = 4 out of 99

num_process = 20, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.020 0.209 -0.520 -0.032 0.472
factor(worker_id)2 100 0 0.041 0.283 -1.064 0.081 0.671
factor(category_id)2 100 0 0.030 0.307 -0.614 0.031 0.664
factor(category_id)3 100 0 0.022 0.281 -0.734 0.053 0.544
factor(category_id)4 100 0 0.008 0.306 -0.745 0.012 0.706
factor(category_id)5 100 0 -0.014 0.294 -0.692 -0.040 0.706
factor(category_id)6 100 0 -0.005 0.273 -0.880 0.009 0.679
factor(category_id)7 100 0 -0.006 0.323 -0.728 -0.029 0.737
factor(category_id)8 100 0 0.011 0.290 -0.646 0.017 0.659
factor(category_id)9 100 0 0.009 0.319 -0.820 -0.017 0.742
factor(category_id)10 100 0 0.038 0.301 -0.609 0.037 0.895
factor(category_id)11 100 0 -0.014 0.293 -0.629 -0.026 0.532
factor(category_id)12 100 0 -0.007 0.284 -0.806 -0.022 0.811
factor(category_id)13 100 0 0.012 0.312 -0.693 -0.020 0.766
factor(category_id)14 100 0 -0.019 0.312 -0.884 -0.016 0.838
factor(category_id)15 100 0 0.023 0.278 -0.708 0.015 0.610
factor(category_id)16 100 0 0.015 0.310 -0.640 0.040 0.692
factor(category_id)17 100 0 0.003 0.286 -0.786 0.000 0.871
factor(category_id)18 100 0 0.004 0.273 -0.774 -0.001 0.771
factor(category_id)19 100 0 0.053 0.323 -0.813 0.060 0.791
factor(category_id)20 100 0 0.025 0.262 -0.781 0.037 0.681
factor(category_id)21 100 0 0.009 0.309 -0.658 -0.005 0.727
factor(category_id)22 100 0 0.015 0.292 -0.711 0.059 0.503
factor(category_id)23 100 0 0.005 0.333 -0.815 -0.032 0.790
factor(category_id)24 100 0 -0.001 0.312 -0.735 0.044 0.658
factor(category_id)25 100 0 0.023 0.322 -0.731 0.005 0.876
factor(category_id)26 100 0 0.057 0.312 -0.645 0.095 0.750
factor(category_id)27 100 0 0.039 0.313 -0.751 0.039 0.859
factor(category_id)28 100 0 0.031 0.329 -0.810 0.068 0.832
factor(category_id)29 100 0 0.055 0.333 -0.904 0.017 0.883
factor(category_id)30 100 0 0.024 0.295 -0.577 0.000 0.769
factor(category_id)31 100 0 0.001 0.302 -0.671 0.063 0.706
factor(category_id)32 100 0 0.008 0.289 -0.562 0.001 0.981
factor(category_id)33 100 0 0.001 0.312 -0.830 -0.011 0.628
factor(category_id)34 100 0 0.023 0.297 -0.638 -0.006 0.686
factor(category_id)35 100 0 -0.003 0.289 -0.708 0.018 0.688
factor(category_id)36 100 0 -0.040 0.298 -0.804 -0.022 0.685
factor(category_id)37 100 0 -0.020 0.319 -0.888 0.013 0.777
factor(category_id)38 100 0 0.043 0.294 -0.657 0.059 0.761
factor(category_id)39 100 0 0.059 0.298 -0.584 0.062 0.837
factor(category_id)40 100 0 0.024 0.300 -0.611 0.002 0.737
factor(category_id)41 100 0 0.033 0.280 -0.681 0.001 0.688
factor(category_id)42 100 0 0.040 0.346 -0.826 0.016 0.948
factor(category_id)43 100 0 0.007 0.313 -0.632 -0.041 0.942
factor(category_id)44 100 0 0.017 0.278 -0.709 -0.007 0.764
factor(category_id)45 100 0 0.038 0.303 -0.752 0.066 0.656
factor(category_id)46 100 0 0.045 0.305 -0.568 0.070 0.687
factor(category_id)47 100 0 -0.011 0.331 -0.683 -0.013 0.792
factor(category_id)48 100 0 0.087 0.323 -0.654 0.058 0.926
factor(category_id)49 100 0 -0.003 0.301 -0.876 0.006 0.607
factor(category_id)50 100 0 0.001 0.275 -0.604 0.009 0.615
factor(category_id)51 100 0 0.011 0.305 -0.610 0.017 0.787
factor(category_id)52 100 0 0.066 0.294 -0.611 0.050 0.760
factor(category_id)53 100 0 -0.005 0.330 -0.694 0.015 0.722
factor(category_id)54 100 0 0.027 0.323 -0.849 0.044 0.759
factor(category_id)55 100 0 0.004 0.305 -0.659 0.052 0.688
factor(category_id)56 100 0 0.042 0.299 -0.630 0.038 0.636
factor(category_id)57 100 0 0.014 0.288 -0.810 0.015 0.670
factor(category_id)58 100 0 0.020 0.287 -0.720 0.027 0.986
factor(category_id)59 100 0 0.050 0.281 -0.746 0.028 0.688
factor(category_id)60 100 0 -0.017 0.284 -0.878 -0.048 0.618
factor(category_id)61 100 0 -0.015 0.340 -0.831 -0.037 0.887
factor(category_id)62 100 0 -0.019 0.275 -0.630 -0.008 0.530
factor(category_id)63 100 0 0.022 0.316 -0.670 0.000 0.968
factor(category_id)64 100 0 0.032 0.310 -0.802 0.034 0.740
factor(category_id)65 100 0 0.031 0.281 -0.701 0.000 0.701
factor(category_id)66 100 0 0.022 0.318 -0.682 0.032 0.560
factor(category_id)67 100 0 -0.006 0.312 -0.742 -0.012 0.779
factor(category_id)68 100 0 0.025 0.291 -0.738 0.049 0.636
factor(category_id)69 100 0 0.024 0.277 -0.532 0.012 0.644
factor(category_id)70 100 0 0.018 0.268 -0.686 -0.035 0.735
factor(category_id)71 100 0 0.062 0.323 -0.605 0.071 1.121
factor(category_id)72 100 0 -0.003 0.303 -0.787 0.026 0.690
factor(category_id)73 100 0 -0.043 0.290 -0.894 -0.035 0.690
factor(category_id)74 100 0 -0.018 0.290 -0.859 -0.027 0.674
factor(category_id)75 100 0 0.050 0.286 -0.615 0.054 0.780
factor(category_id)76 100 0 0.047 0.328 -0.758 0.018 0.821
factor(category_id)77 100 0 0.037 0.315 -0.766 0.024 0.899
factor(category_id)78 100 0 0.030 0.270 -0.725 0.043 0.907
factor(category_id)79 100 0 0.012 0.344 -0.756 -0.024 0.854
factor(category_id)80 100 0 0.016 0.301 -0.631 -0.020 0.770
factor(category_id)81 100 0 0.009 0.296 -0.536 0.010 0.759
factor(category_id)82 100 0 0.025 0.295 -0.683 0.039 0.860
factor(category_id)83 100 0 0.020 0.334 -0.729 0.003 0.813
factor(category_id)84 100 0 0.049 0.313 -0.742 0.032 0.963
factor(category_id)85 100 0 0.049 0.289 -0.486 0.027 0.904
factor(category_id)86 100 0 0.016 0.282 -0.865 0.035 0.616
factor(category_id)87 100 0 0.011 0.307 -0.852 0.013 0.867
factor(category_id)88 100 0 0.008 0.310 -0.869 0.053 0.668
factor(category_id)89 100 0 0.014 0.330 -0.786 0.018 0.740
factor(category_id)90 100 0 0.007 0.330 -0.689 0.000 1.108
factor(category_id)91 100 0 0.013 0.251 -0.566 -0.018 0.573
factor(category_id)92 100 0 -0.002 0.301 -0.929 0.004 0.651
factor(category_id)93 100 0 0.015 0.296 -0.837 -0.005 0.777
factor(category_id)94 100 0 0.036 0.317 -1.105 0.061 0.684
factor(category_id)95 100 0 0.001 0.318 -0.678 0.002 0.901
factor(category_id)96 100 0 0.053 0.297 -0.691 0.041 0.984
factor(category_id)97 100 0 0.026 0.338 -0.771 0.017 0.786
factor(category_id)98 100 0 0.008 0.262 -0.616 0.013 0.688
factor(category_id)99 100 0 0.046 0.301 -0.521 0.057 0.872
factor(category_id)100 100 0 0.006 0.291 -0.772 0.015 0.859
factor(worker_id)2:factor(category_id)2 100 0 -0.026 0.441 -1.320 -0.035 1.140
factor(worker_id)2:factor(category_id)3 100 0 -0.018 0.399 -0.939 -0.027 1.034
factor(worker_id)2:factor(category_id)4 100 0 -0.034 0.446 -0.841 -0.061 1.474
factor(worker_id)2:factor(category_id)5 100 0 -0.017 0.407 -1.307 0.001 1.042
factor(worker_id)2:factor(category_id)6 100 0 -0.009 0.467 -1.132 0.006 1.961
factor(worker_id)2:factor(category_id)7 100 0 0.018 0.417 -1.262 -0.038 0.954
factor(worker_id)2:factor(category_id)8 100 0 -0.026 0.398 -0.769 -0.060 1.505
factor(worker_id)2:factor(category_id)9 100 0 -0.043 0.433 -0.905 -0.012 1.415
factor(worker_id)2:factor(category_id)10 100 0 -0.046 0.443 -1.076 -0.084 1.284
factor(worker_id)2:factor(category_id)11 100 0 0.016 0.424 -0.973 0.003 1.220
factor(worker_id)2:factor(category_id)12 100 0 -0.026 0.407 -0.936 -0.008 1.293
factor(worker_id)2:factor(category_id)13 100 0 -0.029 0.434 -1.060 0.033 1.101
factor(worker_id)2:factor(category_id)14 100 0 -0.012 0.450 -1.273 -0.026 1.380
factor(worker_id)2:factor(category_id)15 100 0 -0.024 0.378 -0.981 -0.040 1.483
factor(worker_id)2:factor(category_id)16 100 0 -0.030 0.451 -1.022 -0.106 1.037
factor(worker_id)2:factor(category_id)17 100 0 -0.006 0.387 -0.978 0.017 0.922
factor(worker_id)2:factor(category_id)18 100 0 -0.002 0.429 -1.385 -0.013 1.153
factor(worker_id)2:factor(category_id)19 100 0 -0.039 0.408 -1.012 -0.039 1.284
factor(worker_id)2:factor(category_id)20 100 0 -0.051 0.366 -0.741 -0.093 1.190
factor(worker_id)2:factor(category_id)21 100 0 -0.024 0.413 -1.052 -0.077 1.032
factor(worker_id)2:factor(category_id)22 100 0 -0.055 0.401 -0.915 -0.086 1.313
factor(worker_id)2:factor(category_id)23 100 0 -0.029 0.452 -1.119 -0.003 1.077
factor(worker_id)2:factor(category_id)24 100 0 -0.027 0.442 -1.046 -0.050 1.415
factor(worker_id)2:factor(category_id)25 100 0 -0.083 0.461 -1.219 -0.138 1.201
factor(worker_id)2:factor(category_id)26 100 0 -0.030 0.443 -1.084 -0.040 1.424
factor(worker_id)2:factor(category_id)27 100 0 -0.071 0.464 -1.041 -0.169 1.618
factor(worker_id)2:factor(category_id)28 100 0 -0.059 0.437 -1.147 -0.122 1.050
factor(worker_id)2:factor(category_id)29 100 0 -0.086 0.440 -1.292 -0.102 1.404
factor(worker_id)2:factor(category_id)30 100 0 -0.027 0.406 -0.866 -0.066 1.237
factor(worker_id)2:factor(category_id)31 100 0 -0.062 0.428 -1.274 -0.092 0.813
factor(worker_id)2:factor(category_id)32 100 0 -0.029 0.405 -1.038 -0.029 1.191
factor(worker_id)2:factor(category_id)33 100 0 -0.043 0.451 -1.143 -0.021 1.195
factor(worker_id)2:factor(category_id)34 100 0 -0.019 0.400 -1.110 -0.028 1.319
factor(worker_id)2:factor(category_id)35 100 0 -0.004 0.416 -0.778 -0.014 1.747
factor(worker_id)2:factor(category_id)36 100 0 -0.009 0.464 -1.077 -0.043 1.211
factor(worker_id)2:factor(category_id)37 100 0 0.027 0.432 -1.133 0.025 1.339
factor(worker_id)2:factor(category_id)38 100 0 -0.038 0.456 -1.128 -0.057 1.360
factor(worker_id)2:factor(category_id)39 100 0 -0.096 0.475 -1.301 -0.101 1.468
factor(worker_id)2:factor(category_id)40 100 0 -0.047 0.428 -1.016 -0.071 1.304
factor(worker_id)2:factor(category_id)41 100 0 -0.046 0.438 -0.810 -0.051 1.050
factor(worker_id)2:factor(category_id)42 100 0 -0.078 0.419 -1.080 -0.070 1.016
factor(worker_id)2:factor(category_id)43 100 0 -0.055 0.373 -0.999 -0.076 1.095
factor(worker_id)2:factor(category_id)44 100 0 -0.029 0.401 -0.881 -0.071 1.148
factor(worker_id)2:factor(category_id)45 100 0 -0.100 0.409 -0.902 -0.165 1.204
factor(worker_id)2:factor(category_id)46 100 0 -0.044 0.418 -0.822 -0.020 1.056
factor(worker_id)2:factor(category_id)47 100 0 -0.021 0.427 -1.234 -0.032 1.098
factor(worker_id)2:factor(category_id)48 100 0 -0.153 0.481 -1.197 -0.163 1.352
factor(worker_id)2:factor(category_id)49 100 0 -0.013 0.435 -1.166 0.004 1.028
factor(worker_id)2:factor(category_id)50 100 0 -0.030 0.339 -0.902 0.013 0.991
factor(worker_id)2:factor(category_id)51 100 0 0.007 0.432 -1.012 0.046 1.079
factor(worker_id)2:factor(category_id)52 100 0 -0.090 0.401 -1.275 -0.090 0.788
factor(worker_id)2:factor(category_id)53 100 0 -0.013 0.429 -0.887 -0.047 1.410
factor(worker_id)2:factor(category_id)54 100 0 -0.050 0.463 -1.182 -0.099 1.440
factor(worker_id)2:factor(category_id)55 100 0 -0.031 0.423 -1.141 -0.063 0.918
factor(worker_id)2:factor(category_id)56 100 0 -0.071 0.438 -0.784 -0.084 0.994
factor(worker_id)2:factor(category_id)57 100 0 -0.011 0.462 -1.436 -0.062 1.076
factor(worker_id)2:factor(category_id)58 100 0 -0.052 0.400 -1.054 -0.060 0.801
factor(worker_id)2:factor(category_id)59 100 0 -0.057 0.424 -1.283 -0.041 0.819
factor(worker_id)2:factor(category_id)60 100 0 0.014 0.416 -0.977 0.012 1.509
factor(worker_id)2:factor(category_id)61 100 0 0.024 0.432 -1.216 0.066 1.261
factor(worker_id)2:factor(category_id)62 100 0 -0.015 0.400 -0.824 0.018 1.143
factor(worker_id)2:factor(category_id)63 100 0 -0.040 0.450 -1.468 -0.091 1.223
factor(worker_id)2:factor(category_id)64 100 0 -0.078 0.457 -0.991 -0.040 1.356
factor(worker_id)2:factor(category_id)65 100 0 -0.042 0.391 -1.060 -0.037 1.198
factor(worker_id)2:factor(category_id)66 100 0 -0.058 0.398 -1.141 -0.070 1.240
factor(worker_id)2:factor(category_id)67 100 0 -0.056 0.472 -1.406 -0.085 1.280
factor(worker_id)2:factor(category_id)68 100 0 -0.058 0.417 -1.058 -0.036 1.154
factor(worker_id)2:factor(category_id)69 100 0 -0.048 0.375 -1.081 -0.076 0.828
factor(worker_id)2:factor(category_id)70 100 0 -0.061 0.406 -1.039 -0.055 0.890
factor(worker_id)2:factor(category_id)71 100 0 -0.117 0.414 -1.313 -0.152 1.121
factor(worker_id)2:factor(category_id)72 100 0 -0.008 0.438 -1.251 -0.019 1.198
factor(worker_id)2:factor(category_id)73 100 0 -0.023 0.444 -0.903 0.022 1.467
factor(worker_id)2:factor(category_id)74 100 0 0.015 0.453 -0.908 -0.015 1.682
factor(worker_id)2:factor(category_id)75 100 0 -0.070 0.391 -1.008 -0.052 0.930
factor(worker_id)2:factor(category_id)76 100 0 -0.056 0.436 -0.998 -0.054 0.834
factor(worker_id)2:factor(category_id)77 100 0 -0.025 0.408 -0.963 -0.004 1.270
factor(worker_id)2:factor(category_id)78 100 0 -0.020 0.385 -0.874 -0.012 1.017
factor(worker_id)2:factor(category_id)79 100 0 -0.051 0.456 -1.475 -0.026 1.287
factor(worker_id)2:factor(category_id)80 100 0 -0.063 0.432 -0.972 -0.148 1.426
factor(worker_id)2:factor(category_id)81 100 0 -0.040 0.397 -0.943 -0.035 1.091
factor(worker_id)2:factor(category_id)82 100 0 -0.029 0.425 -0.921 -0.002 1.143
factor(worker_id)2:factor(category_id)83 100 0 -0.007 0.458 -0.992 -0.014 1.304
factor(worker_id)2:factor(category_id)84 100 0 -0.093 0.398 -1.242 -0.091 1.083
factor(worker_id)2:factor(category_id)85 100 0 -0.055 0.435 -1.237 -0.057 1.362
factor(worker_id)2:factor(category_id)86 100 0 -0.047 0.421 -0.904 -0.038 1.134
factor(worker_id)2:factor(category_id)87 100 0 -0.032 0.444 -1.262 -0.106 1.288
factor(worker_id)2:factor(category_id)88 100 0 -0.022 0.446 -0.972 -0.057 1.139
factor(worker_id)2:factor(category_id)89 100 0 -0.098 0.409 -1.228 -0.126 1.378
factor(worker_id)2:factor(category_id)90 100 0 -0.023 0.467 -1.068 -0.039 1.504
factor(worker_id)2:factor(category_id)91 100 0 -0.030 0.418 -0.916 -0.071 1.468
factor(worker_id)2:factor(category_id)92 100 0 -0.079 0.443 -1.062 -0.099 1.287
factor(worker_id)2:factor(category_id)93 100 0 -0.019 0.398 -0.793 -0.047 0.945
factor(worker_id)2:factor(category_id)94 100 0 -0.048 0.483 -1.074 -0.109 1.869
factor(worker_id)2:factor(category_id)95 100 0 -0.017 0.415 -0.879 -0.032 1.149
factor(worker_id)2:factor(category_id)96 100 0 -0.067 0.425 -1.228 0.006 0.786
factor(worker_id)2:factor(category_id)97 100 0 -0.030 0.474 -1.164 -0.024 1.559
factor(worker_id)2:factor(category_id)98 100 0 -0.018 0.364 -1.036 -0.061 0.996
factor(worker_id)2:factor(category_id)99 100 0 -0.047 0.393 -0.906 -0.061 1.059
factor(worker_id)2:factor(category_id)100 100 0 -0.010 0.410 -1.102 -0.045 1.118

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(category_id)2 0.12
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(category_id)31 1
factor(category_id)32 1
factor(category_id)33 1
factor(category_id)34 1
factor(category_id)35 1
factor(category_id)36 1
factor(category_id)37 1
factor(category_id)38 1
factor(category_id)39 1
factor(category_id)40 1
factor(category_id)41 1
factor(category_id)42 1
factor(category_id)43 1
factor(category_id)44 1
factor(category_id)45 1
factor(category_id)46 1
factor(category_id)47 1
factor(category_id)48 1
factor(category_id)49 1
factor(category_id)50 1
factor(category_id)51 1
factor(category_id)52 1
factor(category_id)53 1
factor(category_id)54 1
factor(category_id)55 1
factor(category_id)56 1
factor(category_id)57 1
factor(category_id)58 1
factor(category_id)59 1
factor(category_id)60 1
factor(category_id)61 1
factor(category_id)62 1
factor(category_id)63 1
factor(category_id)64 1
factor(category_id)65 1
factor(category_id)66 1
factor(category_id)67 1
factor(category_id)68 1
factor(category_id)69 1
factor(category_id)70 1
factor(category_id)71 1
factor(category_id)72 1
factor(category_id)73 1
factor(category_id)74 1
factor(category_id)75 1
factor(category_id)76 1
factor(category_id)77 1
factor(category_id)78 1
factor(category_id)79 1
factor(category_id)80 1
factor(category_id)81 1
factor(category_id)82 1
factor(category_id)83 1
factor(category_id)84 1
factor(category_id)85 1
factor(category_id)86 1
factor(category_id)87 1
factor(category_id)88 1
factor(category_id)89 1
factor(category_id)90 1
factor(category_id)91 1
factor(category_id)92 1
factor(category_id)93 1
factor(category_id)94 1
factor(category_id)95 1
factor(category_id)96 1
factor(category_id)97 1
factor(category_id)98 1
factor(category_id)99 1
factor(category_id)100 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)2:factor(category_id)3 0.18
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)2:factor(category_id)6 0.97
factor(worker_id)2:factor(category_id)7 0.1
factor(worker_id)2:factor(category_id)8 1
factor(worker_id)2:factor(category_id)9 1
factor(worker_id)2:factor(category_id)10 0.85
factor(worker_id)2:factor(category_id)11 1
factor(worker_id)2:factor(category_id)12 1
factor(worker_id)2:factor(category_id)13 0.69
factor(worker_id)2:factor(category_id)14 0.77
factor(worker_id)2:factor(category_id)15 0.98
factor(worker_id)2:factor(category_id)16 1
factor(worker_id)2:factor(category_id)17 1
factor(worker_id)2:factor(category_id)18 0.77
factor(worker_id)2:factor(category_id)19 1
factor(worker_id)2:factor(category_id)20 1
factor(worker_id)2:factor(category_id)21 0.92
factor(worker_id)2:factor(category_id)22 0.64
factor(worker_id)2:factor(category_id)23 0.92
factor(worker_id)2:factor(category_id)24 1
factor(worker_id)2:factor(category_id)25 1
factor(worker_id)2:factor(category_id)26 0.16
factor(worker_id)2:factor(category_id)27 1
factor(worker_id)2:factor(category_id)28 1
factor(worker_id)2:factor(category_id)29 1
factor(worker_id)2:factor(category_id)30 1
factor(worker_id)2:factor(category_id)31 0.55
factor(worker_id)2:factor(category_id)32 0.14
factor(worker_id)2:factor(category_id)33 1
factor(worker_id)2:factor(category_id)34 1
factor(worker_id)2:factor(category_id)35 1
factor(worker_id)2:factor(category_id)36 1
factor(worker_id)2:factor(category_id)37 0.85
factor(worker_id)2:factor(category_id)38 1
factor(worker_id)2:factor(category_id)39 1
factor(worker_id)2:factor(category_id)40 0.67
factor(worker_id)2:factor(category_id)41 0
factor(worker_id)2:factor(category_id)42 1
factor(worker_id)2:factor(category_id)43 1
factor(worker_id)2:factor(category_id)44 0
factor(worker_id)2:factor(category_id)45 1
factor(worker_id)2:factor(category_id)46 0.99
factor(worker_id)2:factor(category_id)47 0.23
factor(worker_id)2:factor(category_id)48 1
factor(worker_id)2:factor(category_id)49 0.5
factor(worker_id)2:factor(category_id)50 0.95
factor(worker_id)2:factor(category_id)51 0.98
factor(worker_id)2:factor(category_id)52 0.89
factor(worker_id)2:factor(category_id)53 1
factor(worker_id)2:factor(category_id)54 0.97
factor(worker_id)2:factor(category_id)55 1
factor(worker_id)2:factor(category_id)56 1
factor(worker_id)2:factor(category_id)57 0.63
factor(worker_id)2:factor(category_id)58 1
factor(worker_id)2:factor(category_id)59 0
factor(worker_id)2:factor(category_id)60 1
factor(worker_id)2:factor(category_id)61 1
factor(worker_id)2:factor(category_id)62 1
factor(worker_id)2:factor(category_id)63 0.94
factor(worker_id)2:factor(category_id)64 0.26
factor(worker_id)2:factor(category_id)65 1
factor(worker_id)2:factor(category_id)66 1
factor(worker_id)2:factor(category_id)67 1
factor(worker_id)2:factor(category_id)68 0.45
factor(worker_id)2:factor(category_id)69 0.34
factor(worker_id)2:factor(category_id)70 1
factor(worker_id)2:factor(category_id)71 1
factor(worker_id)2:factor(category_id)72 1
factor(worker_id)2:factor(category_id)73 1
factor(worker_id)2:factor(category_id)74 1
factor(worker_id)2:factor(category_id)75 0.13
factor(worker_id)2:factor(category_id)76 1
factor(worker_id)2:factor(category_id)77 1
factor(worker_id)2:factor(category_id)78 1
factor(worker_id)2:factor(category_id)79 1
factor(worker_id)2:factor(category_id)80 0.77
factor(worker_id)2:factor(category_id)81 1
factor(worker_id)2:factor(category_id)82 0.13
factor(worker_id)2:factor(category_id)83 1
factor(worker_id)2:factor(category_id)84 0.61
factor(worker_id)2:factor(category_id)85 0
factor(worker_id)2:factor(category_id)86 1
factor(worker_id)2:factor(category_id)87 0.98
factor(worker_id)2:factor(category_id)88 0.11
factor(worker_id)2:factor(category_id)89 0.34
factor(worker_id)2:factor(category_id)90 1
factor(worker_id)2:factor(category_id)91 1
factor(worker_id)2:factor(category_id)92 1
factor(worker_id)2:factor(category_id)93 1
factor(worker_id)2:factor(category_id)94 0.19
factor(worker_id)2:factor(category_id)95 1
factor(worker_id)2:factor(category_id)96 1
factor(worker_id)2:factor(category_id)97 1
factor(worker_id)2:factor(category_id)98 1
factor(worker_id)2:factor(category_id)99 1
factor(worker_id)2:factor(category_id)100 1

Significant match effect number = 72 out of 99

num_process = 30, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.002 0.162 -0.335 -0.020 0.461
factor(worker_id)2 100 0 0.010 0.247 -0.748 0.020 0.602
factor(category_id)2 100 0 -0.025 0.236 -0.608 -0.015 0.472
factor(category_id)3 100 0 0.002 0.209 -0.544 0.030 0.613
factor(category_id)4 100 0 -0.013 0.250 -0.586 -0.017 0.537
factor(category_id)5 100 0 -0.003 0.240 -0.631 -0.022 0.488
factor(category_id)6 100 0 0.007 0.240 -0.591 0.015 0.510
factor(category_id)7 100 0 -0.010 0.229 -0.565 0.001 0.512
factor(category_id)8 100 0 0.019 0.214 -0.508 0.010 0.566
factor(category_id)9 100 0 -0.034 0.251 -0.782 -0.043 0.450
factor(category_id)10 100 0 0.005 0.265 -0.654 0.034 0.728
factor(category_id)11 100 0 -0.020 0.243 -0.640 -0.008 0.457
factor(category_id)12 100 0 -0.031 0.251 -0.671 -0.034 0.527
factor(category_id)13 100 0 -0.001 0.251 -0.716 -0.002 0.553
factor(category_id)14 100 0 -0.037 0.248 -0.609 -0.037 0.461
factor(category_id)15 100 0 -0.001 0.236 -0.529 0.020 0.481
factor(category_id)16 100 0 -0.044 0.211 -0.675 -0.055 0.546
factor(category_id)17 100 0 -0.007 0.234 -0.566 -0.010 0.626
factor(category_id)18 100 0 -0.029 0.237 -0.571 -0.006 0.526
factor(category_id)19 100 0 -0.010 0.229 -0.674 -0.011 0.544
factor(category_id)20 100 0 -0.042 0.277 -0.747 -0.019 0.528
factor(category_id)21 100 0 -0.026 0.263 -0.745 -0.017 0.619
factor(category_id)22 100 0 0.006 0.212 -0.551 0.031 0.575
factor(category_id)23 100 0 -0.022 0.245 -0.818 -0.004 0.583
factor(category_id)24 100 0 -0.019 0.240 -0.549 0.004 0.522
factor(category_id)25 100 0 -0.007 0.237 -0.641 0.010 0.478
factor(category_id)26 100 0 0.007 0.248 -0.679 0.014 0.596
factor(category_id)27 100 0 0.013 0.228 -0.565 0.014 0.600
factor(category_id)28 100 0 -0.007 0.216 -0.692 0.015 0.581
factor(category_id)29 100 0 -0.043 0.254 -0.580 -0.026 0.492
factor(category_id)30 100 0 -0.008 0.267 -0.685 0.014 0.618
factor(category_id)31 100 0 0.001 0.249 -0.461 -0.038 0.676
factor(category_id)32 100 0 -0.019 0.241 -0.572 0.004 0.474
factor(category_id)33 100 0 0.008 0.238 -0.781 -0.002 0.647
factor(category_id)34 100 0 -0.005 0.254 -0.791 0.037 0.810
factor(category_id)35 100 0 -0.015 0.293 -0.769 0.013 0.571
factor(category_id)36 100 0 0.020 0.235 -0.630 0.038 0.559
factor(category_id)37 100 0 0.002 0.238 -0.631 -0.025 0.485
factor(category_id)38 100 0 0.000 0.229 -0.496 0.024 0.612
factor(category_id)39 100 0 -0.018 0.265 -0.628 0.014 0.537
factor(category_id)40 100 0 -0.029 0.245 -0.663 -0.025 0.582
factor(category_id)41 100 0 0.005 0.294 -0.710 0.024 0.682
factor(category_id)42 100 0 -0.020 0.247 -0.606 -0.025 0.514
factor(category_id)43 100 0 -0.027 0.240 -0.624 -0.001 0.658
factor(category_id)44 100 0 0.014 0.255 -0.582 0.021 0.844
factor(category_id)45 100 0 -0.012 0.278 -0.710 0.006 0.590
factor(category_id)46 100 0 -0.022 0.268 -0.608 -0.034 0.575
factor(category_id)47 100 0 -0.007 0.248 -0.582 -0.025 0.622
factor(category_id)48 100 0 0.034 0.260 -0.582 0.027 0.661
factor(category_id)49 100 0 -0.029 0.216 -0.466 -0.014 0.507
factor(category_id)50 100 0 0.006 0.241 -0.557 0.004 0.681
factor(category_id)51 100 0 0.036 0.266 -0.607 0.057 0.626
factor(category_id)52 100 0 0.021 0.256 -0.483 0.032 0.708
factor(category_id)53 100 0 0.014 0.261 -0.753 0.019 0.677
factor(category_id)54 100 0 -0.021 0.223 -0.546 0.019 0.518
factor(category_id)55 100 0 0.007 0.253 -0.749 0.015 0.752
factor(category_id)56 100 0 -0.014 0.210 -0.628 -0.005 0.519
factor(category_id)57 100 0 0.007 0.247 -0.553 0.033 0.567
factor(category_id)58 100 0 -0.028 0.228 -0.564 -0.015 0.510
factor(category_id)59 100 0 -0.003 0.254 -0.587 0.010 0.520
factor(category_id)60 100 0 -0.006 0.264 -0.784 -0.003 0.624
factor(category_id)61 100 0 0.010 0.224 -0.639 0.029 0.556
factor(category_id)62 100 0 -0.007 0.235 -0.663 -0.010 0.450
factor(category_id)63 100 0 -0.040 0.219 -0.705 -0.016 0.454
factor(category_id)64 100 0 0.000 0.246 -0.613 0.018 0.568
factor(category_id)65 100 0 -0.014 0.223 -0.527 -0.021 0.511
factor(category_id)66 100 0 -0.011 0.225 -0.548 -0.017 0.612
factor(category_id)67 100 0 0.001 0.242 -0.616 0.011 0.495
factor(category_id)68 100 0 -0.003 0.228 -0.468 -0.017 0.461
factor(category_id)69 100 0 -0.003 0.253 -0.834 0.002 0.515
factor(category_id)70 100 0 0.029 0.283 -0.763 0.062 0.569
factor(category_id)71 100 0 0.025 0.197 -0.532 0.011 0.488
factor(category_id)72 100 0 0.026 0.227 -0.453 0.026 0.490
factor(category_id)73 100 0 -0.031 0.245 -0.730 -0.007 0.423
factor(category_id)74 100 0 -0.006 0.212 -0.485 0.017 0.401
factor(category_id)75 100 0 -0.001 0.234 -0.622 0.006 0.582
factor(category_id)76 100 0 -0.001 0.234 -0.442 0.006 0.501
factor(category_id)77 100 0 0.010 0.262 -0.627 0.032 0.747
factor(category_id)78 100 0 -0.002 0.234 -0.648 0.014 0.550
factor(category_id)79 100 0 0.003 0.221 -0.695 0.020 0.535
factor(category_id)80 100 0 0.001 0.247 -0.601 0.016 0.500
factor(category_id)81 100 0 0.006 0.269 -0.626 0.042 0.707
factor(category_id)82 100 0 -0.009 0.258 -0.671 -0.004 0.624
factor(category_id)83 100 0 0.029 0.251 -0.745 0.035 0.705
factor(category_id)84 100 0 -0.010 0.233 -0.698 -0.026 0.583
factor(category_id)85 100 0 -0.018 0.238 -0.566 0.006 0.454
factor(category_id)86 100 0 -0.005 0.246 -0.591 0.002 0.644
factor(category_id)87 100 0 0.003 0.305 -0.776 0.013 0.727
factor(category_id)88 100 0 0.006 0.244 -0.557 -0.016 0.687
factor(category_id)89 100 0 -0.024 0.257 -0.883 -0.045 0.596
factor(category_id)90 100 0 0.008 0.251 -0.715 0.019 0.564
factor(category_id)91 100 0 -0.013 0.235 -0.542 -0.015 0.561
factor(category_id)92 100 0 0.030 0.240 -0.680 0.054 0.648
factor(category_id)93 100 0 -0.004 0.282 -0.793 0.000 0.608
factor(category_id)94 100 0 -0.009 0.274 -0.665 -0.005 0.668
factor(category_id)95 100 0 -0.006 0.255 -0.653 -0.004 0.487
factor(category_id)96 100 0 0.006 0.246 -0.562 0.012 0.615
factor(category_id)97 100 0 -0.021 0.236 -0.524 -0.001 0.714
factor(category_id)98 100 0 0.020 0.271 -0.607 0.058 0.667
factor(category_id)99 100 0 -0.009 0.241 -0.575 0.007 0.502
factor(category_id)100 100 0 0.021 0.241 -0.512 0.025 0.589
factor(worker_id)2:factor(category_id)2 100 0 0.014 0.334 -0.573 -0.045 1.028
factor(worker_id)2:factor(category_id)3 100 0 0.002 0.321 -0.714 -0.020 0.798
factor(worker_id)2:factor(category_id)4 100 0 -0.053 0.373 -0.908 -0.082 0.955
factor(worker_id)2:factor(category_id)5 100 0 -0.014 0.367 -0.858 -0.045 1.161
factor(worker_id)2:factor(category_id)6 100 0 -0.079 0.372 -0.910 -0.105 0.904
factor(worker_id)2:factor(category_id)7 100 0 0.004 0.328 -0.667 0.005 0.727
factor(worker_id)2:factor(category_id)8 100 0 -0.053 0.366 -0.963 -0.049 0.775
factor(worker_id)2:factor(category_id)9 100 0 0.032 0.383 -0.948 -0.003 1.046
factor(worker_id)2:factor(category_id)10 100 0 0.001 0.362 -0.931 -0.040 1.190
factor(worker_id)2:factor(category_id)11 100 0 0.010 0.360 -0.824 0.017 0.883
factor(worker_id)2:factor(category_id)12 100 0 0.033 0.335 -0.757 0.025 0.944
factor(worker_id)2:factor(category_id)13 100 0 -0.018 0.352 -0.907 0.014 0.965
factor(worker_id)2:factor(category_id)14 100 0 0.028 0.387 -0.933 0.025 1.252
factor(worker_id)2:factor(category_id)15 100 0 -0.025 0.334 -0.767 0.017 0.759
factor(worker_id)2:factor(category_id)16 100 0 0.020 0.307 -0.595 0.037 0.823
factor(worker_id)2:factor(category_id)17 100 0 -0.010 0.361 -0.797 -0.021 0.858
factor(worker_id)2:factor(category_id)18 100 0 0.022 0.316 -0.625 -0.001 0.828
factor(worker_id)2:factor(category_id)19 100 0 0.014 0.334 -0.694 0.001 0.958
factor(worker_id)2:factor(category_id)20 100 0 0.029 0.342 -0.874 0.043 0.882
factor(worker_id)2:factor(category_id)21 100 0 0.016 0.396 -0.855 0.006 1.008
factor(worker_id)2:factor(category_id)22 100 0 -0.028 0.345 -0.660 0.014 0.870
factor(worker_id)2:factor(category_id)23 100 0 0.022 0.388 -0.886 0.000 1.031
factor(worker_id)2:factor(category_id)24 100 0 0.012 0.395 -1.169 -0.033 1.064
factor(worker_id)2:factor(category_id)25 100 0 0.017 0.307 -0.684 -0.013 0.986
factor(worker_id)2:factor(category_id)26 100 0 -0.048 0.360 -1.213 -0.041 0.912
factor(worker_id)2:factor(category_id)27 100 0 -0.034 0.357 -0.940 -0.050 0.716
factor(worker_id)2:factor(category_id)28 100 0 -0.003 0.328 -0.720 0.005 0.912
factor(worker_id)2:factor(category_id)29 100 0 0.026 0.340 -1.030 0.038 0.945
factor(worker_id)2:factor(category_id)30 100 0 0.013 0.395 -0.779 0.021 0.913
factor(worker_id)2:factor(category_id)31 100 0 0.001 0.369 -0.835 0.053 0.768
factor(worker_id)2:factor(category_id)32 100 0 0.024 0.383 -0.809 0.023 0.958
factor(worker_id)2:factor(category_id)33 100 0 -0.043 0.368 -0.774 -0.005 0.841
factor(worker_id)2:factor(category_id)34 100 0 0.012 0.342 -0.934 0.014 0.827
factor(worker_id)2:factor(category_id)35 100 0 0.024 0.414 -0.590 -0.030 1.200
factor(worker_id)2:factor(category_id)36 100 0 0.002 0.350 -0.701 -0.011 0.946
factor(worker_id)2:factor(category_id)37 100 0 -0.003 0.352 -0.912 -0.036 0.729
factor(worker_id)2:factor(category_id)38 100 0 0.009 0.335 -1.237 0.025 1.029
factor(worker_id)2:factor(category_id)39 100 0 0.014 0.380 -0.694 -0.036 0.850
factor(worker_id)2:factor(category_id)40 100 0 -0.002 0.374 -1.063 -0.015 0.852
factor(worker_id)2:factor(category_id)41 100 0 -0.002 0.377 -1.001 0.012 1.118
factor(worker_id)2:factor(category_id)42 100 0 -0.001 0.375 -1.091 -0.023 0.820
factor(worker_id)2:factor(category_id)43 100 0 -0.002 0.359 -0.715 -0.034 1.033
factor(worker_id)2:factor(category_id)44 100 0 -0.039 0.392 -1.053 -0.021 1.086
factor(worker_id)2:factor(category_id)45 100 0 0.013 0.394 -0.848 0.012 1.013
factor(worker_id)2:factor(category_id)46 100 0 0.004 0.341 -0.747 0.001 0.874
factor(worker_id)2:factor(category_id)47 100 0 -0.007 0.347 -1.044 0.031 1.123
factor(worker_id)2:factor(category_id)48 100 0 -0.021 0.351 -0.903 -0.028 0.855
factor(worker_id)2:factor(category_id)49 100 0 0.024 0.311 -0.702 0.058 0.686
factor(worker_id)2:factor(category_id)50 100 0 -0.032 0.370 -1.090 -0.034 0.761
factor(worker_id)2:factor(category_id)51 100 0 -0.024 0.357 -0.861 -0.009 1.026
factor(worker_id)2:factor(category_id)52 100 0 -0.044 0.359 -0.784 -0.004 0.635
factor(worker_id)2:factor(category_id)53 100 0 -0.045 0.351 -0.965 -0.051 0.748
factor(worker_id)2:factor(category_id)54 100 0 -0.025 0.335 -0.672 -0.022 0.769
factor(worker_id)2:factor(category_id)55 100 0 -0.027 0.395 -1.051 -0.020 1.281
factor(worker_id)2:factor(category_id)56 100 0 -0.006 0.334 -0.857 -0.016 1.124
factor(worker_id)2:factor(category_id)57 100 0 0.002 0.361 -1.046 0.012 0.906
factor(worker_id)2:factor(category_id)58 100 0 0.034 0.347 -0.722 0.057 0.776
factor(worker_id)2:factor(category_id)59 100 0 -0.001 0.379 -0.785 -0.038 1.065
factor(worker_id)2:factor(category_id)60 100 0 -0.030 0.386 -0.927 -0.055 0.929
factor(worker_id)2:factor(category_id)61 100 0 -0.025 0.313 -0.606 -0.043 0.681
factor(worker_id)2:factor(category_id)62 100 0 -0.004 0.367 -0.765 -0.026 0.838
factor(worker_id)2:factor(category_id)63 100 0 0.005 0.350 -0.785 0.003 0.978
factor(worker_id)2:factor(category_id)64 100 0 -0.048 0.353 -0.727 -0.081 1.029
factor(worker_id)2:factor(category_id)65 100 0 0.001 0.354 -1.022 -0.046 0.842
factor(worker_id)2:factor(category_id)66 100 0 0.007 0.327 -0.745 0.021 0.650
factor(worker_id)2:factor(category_id)67 100 0 0.036 0.369 -0.862 0.007 1.066
factor(worker_id)2:factor(category_id)68 100 0 0.002 0.378 -0.891 0.004 0.877
factor(worker_id)2:factor(category_id)69 100 0 0.020 0.351 -0.795 0.012 0.846
factor(worker_id)2:factor(category_id)70 100 0 -0.060 0.408 -1.004 -0.097 1.196
factor(worker_id)2:factor(category_id)71 100 0 -0.037 0.297 -0.770 -0.054 0.668
factor(worker_id)2:factor(category_id)72 100 0 -0.046 0.339 -0.944 -0.020 1.164
factor(worker_id)2:factor(category_id)73 100 0 0.038 0.355 -0.777 -0.007 0.785
factor(worker_id)2:factor(category_id)74 100 0 -0.035 0.356 -0.717 -0.051 0.907
factor(worker_id)2:factor(category_id)75 100 0 -0.011 0.322 -0.944 -0.002 0.742
factor(worker_id)2:factor(category_id)76 100 0 0.008 0.342 -0.892 -0.007 0.909
factor(worker_id)2:factor(category_id)77 100 0 -0.055 0.381 -0.935 -0.088 0.857
factor(worker_id)2:factor(category_id)78 100 0 -0.015 0.383 -0.995 -0.010 0.873
factor(worker_id)2:factor(category_id)79 100 0 -0.014 0.371 -0.918 -0.030 0.997
factor(worker_id)2:factor(category_id)80 100 0 0.015 0.360 -0.866 -0.006 0.883
factor(worker_id)2:factor(category_id)81 100 0 -0.013 0.358 -0.936 -0.021 0.869
factor(worker_id)2:factor(category_id)82 100 0 0.029 0.358 -0.630 -0.004 0.973
factor(worker_id)2:factor(category_id)83 100 0 -0.028 0.363 -1.156 -0.029 0.948
factor(worker_id)2:factor(category_id)84 100 0 0.046 0.373 -0.758 0.066 1.458
factor(worker_id)2:factor(category_id)85 100 0 0.009 0.321 -0.623 0.017 0.837
factor(worker_id)2:factor(category_id)86 100 0 0.019 0.365 -0.981 0.009 0.999
factor(worker_id)2:factor(category_id)87 100 0 0.011 0.382 -1.053 0.011 0.974
factor(worker_id)2:factor(category_id)88 100 0 -0.036 0.380 -1.155 -0.038 1.021
factor(worker_id)2:factor(category_id)89 100 0 0.041 0.397 -0.810 0.000 1.060
factor(worker_id)2:factor(category_id)90 100 0 -0.041 0.372 -0.969 -0.073 0.732
factor(worker_id)2:factor(category_id)91 100 0 0.031 0.337 -0.895 0.018 0.877
factor(worker_id)2:factor(category_id)92 100 0 -0.062 0.326 -0.728 -0.127 0.695
factor(worker_id)2:factor(category_id)93 100 0 -0.003 0.369 -0.703 -0.034 1.134
factor(worker_id)2:factor(category_id)94 100 0 -0.020 0.382 -0.741 -0.031 0.957
factor(worker_id)2:factor(category_id)95 100 0 -0.021 0.358 -0.888 -0.005 0.800
factor(worker_id)2:factor(category_id)96 100 0 -0.020 0.338 -0.981 0.026 1.063
factor(worker_id)2:factor(category_id)97 100 0 -0.012 0.355 -0.885 -0.017 0.800
factor(worker_id)2:factor(category_id)98 100 0 -0.066 0.359 -0.732 -0.115 0.778
factor(worker_id)2:factor(category_id)99 100 0 -0.016 0.346 -0.772 -0.007 1.103
factor(worker_id)2:factor(category_id)100 100 0 -0.031 0.370 -0.825 -0.041 0.785

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.97
factor(category_id)2 0.74
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(category_id)31 1
factor(category_id)32 1
factor(category_id)33 1
factor(category_id)34 1
factor(category_id)35 1
factor(category_id)36 1
factor(category_id)37 1
factor(category_id)38 1
factor(category_id)39 1
factor(category_id)40 1
factor(category_id)41 1
factor(category_id)42 1
factor(category_id)43 1
factor(category_id)44 1
factor(category_id)45 1
factor(category_id)46 1
factor(category_id)47 1
factor(category_id)48 1
factor(category_id)49 1
factor(category_id)50 1
factor(category_id)51 1
factor(category_id)52 1
factor(category_id)53 1
factor(category_id)54 1
factor(category_id)55 1
factor(category_id)56 1
factor(category_id)57 1
factor(category_id)58 1
factor(category_id)59 1
factor(category_id)60 1
factor(category_id)61 1
factor(category_id)62 1
factor(category_id)63 1
factor(category_id)64 1
factor(category_id)65 1
factor(category_id)66 1
factor(category_id)67 1
factor(category_id)68 1
factor(category_id)69 1
factor(category_id)70 1
factor(category_id)71 1
factor(category_id)72 1
factor(category_id)73 1
factor(category_id)74 1
factor(category_id)75 1
factor(category_id)76 1
factor(category_id)77 1
factor(category_id)78 1
factor(category_id)79 1
factor(category_id)80 1
factor(category_id)81 1
factor(category_id)82 1
factor(category_id)83 1
factor(category_id)84 1
factor(category_id)85 1
factor(category_id)86 1
factor(category_id)87 1
factor(category_id)88 1
factor(category_id)89 1
factor(category_id)90 1
factor(category_id)91 1
factor(category_id)92 1
factor(category_id)93 1
factor(category_id)94 1
factor(category_id)95 1
factor(category_id)96 1
factor(category_id)97 1
factor(category_id)98 1
factor(category_id)99 1
factor(category_id)100 1
factor(worker_id)2:factor(category_id)2 0.57
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0.04
factor(worker_id)2:factor(category_id)5 0.85
factor(worker_id)2:factor(category_id)6 1
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0.8
factor(worker_id)2:factor(category_id)9 0.71
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 1
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 0.02
factor(worker_id)2:factor(category_id)15 0.49
factor(worker_id)2:factor(category_id)16 0.01
factor(worker_id)2:factor(category_id)17 0
factor(worker_id)2:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 0.23
factor(worker_id)2:factor(category_id)20 0
factor(worker_id)2:factor(category_id)21 0.62
factor(worker_id)2:factor(category_id)22 0.36
factor(worker_id)2:factor(category_id)23 0.47
factor(worker_id)2:factor(category_id)24 0.61
factor(worker_id)2:factor(category_id)25 1
factor(worker_id)2:factor(category_id)26 0.99
factor(worker_id)2:factor(category_id)27 0.62
factor(worker_id)2:factor(category_id)28 1
factor(worker_id)2:factor(category_id)29 0
factor(worker_id)2:factor(category_id)30 0
factor(worker_id)2:factor(category_id)31 0
factor(worker_id)2:factor(category_id)32 0.07
factor(worker_id)2:factor(category_id)33 0
factor(worker_id)2:factor(category_id)34 0.05
factor(worker_id)2:factor(category_id)35 1
factor(worker_id)2:factor(category_id)36 0.43
factor(worker_id)2:factor(category_id)37 0.48
factor(worker_id)2:factor(category_id)38 0.99
factor(worker_id)2:factor(category_id)39 0.74
factor(worker_id)2:factor(category_id)40 0
factor(worker_id)2:factor(category_id)41 0.79
factor(worker_id)2:factor(category_id)42 0
factor(worker_id)2:factor(category_id)43 0
factor(worker_id)2:factor(category_id)44 0.95
factor(worker_id)2:factor(category_id)45 0
factor(worker_id)2:factor(category_id)46 0
factor(worker_id)2:factor(category_id)47 0
factor(worker_id)2:factor(category_id)48 0
factor(worker_id)2:factor(category_id)49 0.48
factor(worker_id)2:factor(category_id)50 0
factor(worker_id)2:factor(category_id)51 0.05
factor(worker_id)2:factor(category_id)52 0.59
factor(worker_id)2:factor(category_id)53 0
factor(worker_id)2:factor(category_id)54 0
factor(worker_id)2:factor(category_id)55 0.2
factor(worker_id)2:factor(category_id)56 0
factor(worker_id)2:factor(category_id)57 0
factor(worker_id)2:factor(category_id)58 0.6
factor(worker_id)2:factor(category_id)59 0.01
factor(worker_id)2:factor(category_id)60 1
factor(worker_id)2:factor(category_id)61 1
factor(worker_id)2:factor(category_id)62 0.16
factor(worker_id)2:factor(category_id)63 0
factor(worker_id)2:factor(category_id)64 0.6
factor(worker_id)2:factor(category_id)65 0
factor(worker_id)2:factor(category_id)66 1
factor(worker_id)2:factor(category_id)67 0.01
factor(worker_id)2:factor(category_id)68 0.74
factor(worker_id)2:factor(category_id)69 0
factor(worker_id)2:factor(category_id)70 0.84
factor(worker_id)2:factor(category_id)71 0.99
factor(worker_id)2:factor(category_id)72 0.02
factor(worker_id)2:factor(category_id)73 0.37
factor(worker_id)2:factor(category_id)74 0
factor(worker_id)2:factor(category_id)75 0
factor(worker_id)2:factor(category_id)76 0
factor(worker_id)2:factor(category_id)77 0.09
factor(worker_id)2:factor(category_id)78 0.09
factor(worker_id)2:factor(category_id)79 0.4
factor(worker_id)2:factor(category_id)80 1
factor(worker_id)2:factor(category_id)81 1
factor(worker_id)2:factor(category_id)82 0
factor(worker_id)2:factor(category_id)83 0.98
factor(worker_id)2:factor(category_id)84 0.01
factor(worker_id)2:factor(category_id)85 0.17
factor(worker_id)2:factor(category_id)86 0
factor(worker_id)2:factor(category_id)87 0
factor(worker_id)2:factor(category_id)88 0
factor(worker_id)2:factor(category_id)89 0.02
factor(worker_id)2:factor(category_id)90 0.09
factor(worker_id)2:factor(category_id)91 0
factor(worker_id)2:factor(category_id)92 0.11
factor(worker_id)2:factor(category_id)93 0.03
factor(worker_id)2:factor(category_id)94 0
factor(worker_id)2:factor(category_id)95 0.02
factor(worker_id)2:factor(category_id)96 0
factor(worker_id)2:factor(category_id)97 0.52
factor(worker_id)2:factor(category_id)98 1
factor(worker_id)2:factor(category_id)99 0
factor(worker_id)2:factor(category_id)100 1

Significant match effect number = 19 out of 99

num_process = 40, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.022 0.164 -0.327 0.022 0.349
factor(worker_id)2 100 0 -0.020 0.239 -0.555 0.013 0.543
factor(category_id)2 100 0 -0.013 0.224 -0.519 0.003 0.448
factor(category_id)3 100 0 -0.019 0.231 -0.446 -0.051 0.508
factor(category_id)4 100 0 -0.040 0.220 -0.531 -0.066 0.550
factor(category_id)5 100 0 -0.016 0.233 -0.644 -0.014 0.594
factor(category_id)6 100 0 -0.023 0.229 -0.510 -0.042 0.498
factor(category_id)7 100 0 -0.022 0.260 -0.553 -0.049 0.579
factor(category_id)8 100 0 -0.062 0.217 -0.469 -0.071 0.404
factor(category_id)9 100 0 -0.020 0.245 -0.565 -0.011 0.482
factor(category_id)10 100 0 -0.006 0.226 -0.781 -0.001 0.406
factor(category_id)11 100 0 -0.008 0.228 -0.651 0.022 0.616
factor(category_id)12 100 0 -0.033 0.223 -0.582 -0.013 0.572
factor(category_id)13 100 0 -0.035 0.232 -0.646 -0.029 0.691
factor(category_id)14 100 0 -0.026 0.270 -0.664 -0.056 0.570
factor(category_id)15 100 0 -0.018 0.200 -0.602 -0.012 0.632
factor(category_id)16 100 0 -0.035 0.223 -0.589 -0.037 0.457
factor(category_id)17 100 0 -0.032 0.240 -0.810 -0.059 0.552
factor(category_id)18 100 0 -0.017 0.229 -0.560 -0.029 0.514
factor(category_id)19 100 0 0.007 0.227 -0.474 0.000 0.669
factor(category_id)20 100 0 -0.025 0.232 -0.537 -0.004 0.470
factor(category_id)21 100 0 -0.035 0.257 -0.642 -0.018 0.566
factor(category_id)22 100 0 -0.034 0.199 -0.550 -0.020 0.439
factor(category_id)23 100 0 -0.031 0.213 -0.475 -0.011 0.410
factor(category_id)24 100 0 -0.022 0.224 -0.578 -0.002 0.515
factor(category_id)25 100 0 -0.024 0.222 -0.726 -0.023 0.476
factor(category_id)26 100 0 -0.007 0.237 -0.577 -0.022 0.776
factor(category_id)27 100 0 -0.036 0.215 -0.525 -0.030 0.600
factor(category_id)28 100 0 0.001 0.198 -0.497 0.015 0.500
factor(category_id)29 100 0 -0.020 0.240 -0.599 -0.033 0.549
factor(category_id)30 100 0 -0.024 0.225 -0.465 -0.006 0.671
factor(category_id)31 100 0 -0.010 0.275 -0.636 -0.021 0.699
factor(category_id)32 100 0 -0.017 0.221 -0.472 -0.021 0.520
factor(category_id)33 100 0 -0.050 0.191 -0.483 -0.043 0.342
factor(category_id)34 100 0 -0.009 0.254 -0.593 -0.009 0.620
factor(category_id)35 100 0 -0.005 0.221 -0.544 -0.019 0.430
factor(category_id)36 100 0 -0.006 0.237 -0.525 0.003 0.504
factor(category_id)37 100 0 -0.011 0.207 -0.406 -0.006 0.476
factor(category_id)38 100 0 -0.037 0.235 -0.528 -0.059 0.639
factor(category_id)39 100 0 -0.002 0.228 -0.646 0.020 0.590
factor(category_id)40 100 0 -0.035 0.225 -0.649 -0.057 0.610
factor(category_id)41 100 0 -0.022 0.222 -0.489 -0.036 0.442
factor(category_id)42 100 0 -0.010 0.215 -0.520 0.020 0.555
factor(category_id)43 100 0 -0.018 0.219 -0.494 -0.023 0.595
factor(category_id)44 100 0 -0.010 0.228 -0.652 -0.007 0.546
factor(category_id)45 100 0 -0.022 0.212 -0.531 -0.043 0.440
factor(category_id)46 100 0 -0.023 0.265 -0.634 -0.005 0.685
factor(category_id)47 100 0 -0.001 0.238 -0.542 0.005 0.510
factor(category_id)48 100 0 -0.035 0.239 -0.599 -0.031 0.438
factor(category_id)49 100 0 0.015 0.238 -0.554 0.023 0.534
factor(category_id)50 100 0 -0.008 0.232 -0.497 0.013 0.545
factor(category_id)51 100 0 -0.024 0.229 -0.524 -0.032 0.495
factor(category_id)52 100 0 -0.036 0.221 -0.465 -0.052 0.606
factor(category_id)53 100 0 -0.001 0.223 -0.544 -0.012 0.622
factor(category_id)54 100 0 -0.006 0.216 -0.597 -0.022 0.486
factor(category_id)55 100 0 0.000 0.215 -0.529 0.026 0.543
factor(category_id)56 100 0 -0.022 0.233 -0.541 -0.014 0.530
factor(category_id)57 100 0 -0.049 0.227 -0.716 -0.036 0.446
factor(category_id)58 100 0 -0.002 0.224 -0.481 -0.008 0.441
factor(category_id)59 100 0 -0.030 0.238 -0.499 -0.035 0.535
factor(category_id)60 100 0 -0.002 0.235 -0.549 0.023 0.513
factor(category_id)61 100 0 -0.006 0.239 -0.617 -0.002 0.662
factor(category_id)62 100 0 0.007 0.222 -0.557 0.042 0.582
factor(category_id)63 100 0 -0.023 0.226 -0.651 -0.028 0.532
factor(category_id)64 100 0 -0.036 0.217 -0.555 -0.029 0.546
factor(category_id)65 100 0 -0.017 0.214 -0.573 -0.024 0.521
factor(category_id)66 100 0 0.010 0.208 -0.359 -0.014 0.601
factor(category_id)67 100 0 -0.034 0.225 -0.653 -0.019 0.637
factor(category_id)68 100 0 -0.026 0.211 -0.582 -0.009 0.371
factor(category_id)69 100 0 -0.032 0.211 -0.494 -0.034 0.557
factor(category_id)70 100 0 -0.004 0.250 -0.641 -0.019 0.498
factor(category_id)71 100 0 -0.016 0.227 -0.590 -0.024 0.494
factor(category_id)72 100 0 -0.030 0.232 -0.525 -0.028 0.544
factor(category_id)73 100 0 -0.023 0.214 -0.724 0.000 0.551
factor(category_id)74 100 0 -0.014 0.242 -0.575 -0.001 0.565
factor(category_id)75 100 0 -0.021 0.245 -0.755 -0.014 0.658
factor(category_id)76 100 0 -0.028 0.211 -0.536 -0.019 0.589
factor(category_id)77 100 0 -0.032 0.225 -0.482 -0.008 0.664
factor(category_id)78 100 0 -0.035 0.217 -0.504 -0.034 0.550
factor(category_id)79 100 0 -0.027 0.198 -0.450 -0.040 0.422
factor(category_id)80 100 0 -0.045 0.208 -0.687 -0.069 0.370
factor(category_id)81 100 0 -0.004 0.252 -0.516 0.000 0.609
factor(category_id)82 100 0 -0.029 0.237 -0.601 -0.027 0.470
factor(category_id)83 100 0 -0.037 0.209 -0.528 -0.036 0.469
factor(category_id)84 100 0 -0.009 0.220 -0.520 -0.025 0.523
factor(category_id)85 100 0 -0.040 0.242 -0.538 -0.058 0.519
factor(category_id)86 100 0 -0.011 0.230 -0.498 -0.009 0.502
factor(category_id)87 100 0 -0.035 0.225 -0.611 -0.030 0.700
factor(category_id)88 100 0 -0.024 0.235 -0.446 0.022 0.453
factor(category_id)89 100 0 -0.029 0.223 -0.533 -0.036 0.563
factor(category_id)90 100 0 0.009 0.212 -0.483 -0.001 0.476
factor(category_id)91 100 0 -0.019 0.256 -0.697 -0.017 0.553
factor(category_id)92 100 0 -0.038 0.245 -0.496 -0.035 0.584
factor(category_id)93 100 0 -0.026 0.232 -0.522 -0.070 0.642
factor(category_id)94 100 0 -0.006 0.218 -0.531 -0.017 0.587
factor(category_id)95 100 0 -0.019 0.238 -0.652 -0.001 0.597
factor(category_id)96 100 0 -0.039 0.231 -0.535 -0.048 0.587
factor(category_id)97 100 0 -0.043 0.237 -0.623 -0.058 0.444
factor(category_id)98 100 0 -0.041 0.228 -0.577 -0.029 0.475
factor(category_id)99 100 0 -0.030 0.225 -0.604 -0.030 0.547
factor(category_id)100 100 0 -0.022 0.232 -0.528 -0.012 0.528
factor(worker_id)2:factor(category_id)2 100 0 0.028 0.335 -0.731 -0.001 0.757
factor(worker_id)2:factor(category_id)3 100 0 0.008 0.346 -0.647 -0.024 0.806
factor(worker_id)2:factor(category_id)4 100 0 0.076 0.329 -0.508 0.025 0.871
factor(worker_id)2:factor(category_id)5 100 0 0.029 0.308 -0.916 0.051 0.672
factor(worker_id)2:factor(category_id)6 100 0 -0.009 0.338 -0.969 -0.003 0.790
factor(worker_id)2:factor(category_id)7 100 0 0.026 0.369 -0.858 0.044 0.852
factor(worker_id)2:factor(category_id)8 100 0 0.076 0.342 -0.739 0.028 0.793
factor(worker_id)2:factor(category_id)9 100 0 -0.008 0.335 -0.754 -0.009 0.895
factor(worker_id)2:factor(category_id)10 100 0 0.001 0.314 -0.646 -0.039 1.165
factor(worker_id)2:factor(category_id)11 100 0 0.028 0.319 -0.688 0.063 0.767
factor(worker_id)2:factor(category_id)12 100 0 0.045 0.331 -1.003 0.043 0.858
factor(worker_id)2:factor(category_id)13 100 0 0.025 0.328 -1.093 0.018 0.868
factor(worker_id)2:factor(category_id)14 100 0 0.034 0.365 -1.013 -0.001 0.792
factor(worker_id)2:factor(category_id)15 100 0 -0.003 0.285 -0.741 0.002 0.775
factor(worker_id)2:factor(category_id)16 100 0 0.035 0.296 -0.637 -0.002 0.885
factor(worker_id)2:factor(category_id)17 100 0 0.048 0.326 -0.629 0.031 1.115
factor(worker_id)2:factor(category_id)18 100 0 0.030 0.344 -0.814 0.037 0.872
factor(worker_id)2:factor(category_id)19 100 0 0.004 0.309 -0.772 0.006 0.778
factor(worker_id)2:factor(category_id)20 100 0 0.014 0.330 -0.625 -0.001 0.783
factor(worker_id)2:factor(category_id)21 100 0 0.026 0.349 -0.825 0.017 0.813
factor(worker_id)2:factor(category_id)22 100 0 0.022 0.337 -0.921 0.019 1.027
factor(worker_id)2:factor(category_id)23 100 0 0.008 0.317 -0.749 -0.009 0.690
factor(worker_id)2:factor(category_id)24 100 0 0.018 0.320 -0.683 -0.007 0.929
factor(worker_id)2:factor(category_id)25 100 0 -0.017 0.324 -0.689 -0.048 0.848
factor(worker_id)2:factor(category_id)26 100 0 -0.001 0.340 -0.855 -0.006 0.738
factor(worker_id)2:factor(category_id)27 100 0 0.032 0.302 -0.700 -0.002 0.888
factor(worker_id)2:factor(category_id)28 100 0 0.024 0.322 -0.725 0.025 0.847
factor(worker_id)2:factor(category_id)29 100 0 0.001 0.345 -0.977 0.004 0.825
factor(worker_id)2:factor(category_id)30 100 0 0.040 0.317 -0.789 0.017 0.773
factor(worker_id)2:factor(category_id)31 100 0 0.016 0.365 -0.837 -0.002 0.799
factor(worker_id)2:factor(category_id)32 100 0 0.022 0.326 -0.698 -0.004 0.884
factor(worker_id)2:factor(category_id)33 100 0 0.045 0.316 -0.685 0.068 0.723
factor(worker_id)2:factor(category_id)34 100 0 0.001 0.354 -0.971 -0.048 0.855
factor(worker_id)2:factor(category_id)35 100 0 -0.007 0.318 -0.652 -0.023 0.793
factor(worker_id)2:factor(category_id)36 100 0 -0.010 0.343 -0.766 -0.033 0.857
factor(worker_id)2:factor(category_id)37 100 0 0.001 0.288 -0.686 -0.041 0.721
factor(worker_id)2:factor(category_id)38 100 0 0.034 0.331 -0.797 0.016 0.761
factor(worker_id)2:factor(category_id)39 100 0 -0.012 0.301 -0.880 -0.006 0.704
factor(worker_id)2:factor(category_id)40 100 0 0.018 0.346 -0.754 0.029 0.885
factor(worker_id)2:factor(category_id)41 100 0 0.016 0.334 -0.790 0.027 0.631
factor(worker_id)2:factor(category_id)42 100 0 0.013 0.298 -0.596 0.037 0.825
factor(worker_id)2:factor(category_id)43 100 0 0.015 0.319 -0.750 0.040 0.743
factor(worker_id)2:factor(category_id)44 100 0 0.022 0.333 -0.740 0.002 0.881
factor(worker_id)2:factor(category_id)45 100 0 0.033 0.320 -0.672 0.058 0.674
factor(worker_id)2:factor(category_id)46 100 0 0.024 0.368 -0.845 -0.010 0.946
factor(worker_id)2:factor(category_id)47 100 0 0.001 0.338 -0.855 -0.007 0.830
factor(worker_id)2:factor(category_id)48 100 0 0.020 0.346 -0.766 0.036 0.934
factor(worker_id)2:factor(category_id)49 100 0 -0.016 0.327 -0.770 0.017 0.848
factor(worker_id)2:factor(category_id)50 100 0 0.011 0.335 -0.801 0.036 0.718
factor(worker_id)2:factor(category_id)51 100 0 0.037 0.321 -0.814 0.076 0.927
factor(worker_id)2:factor(category_id)52 100 0 0.039 0.309 -0.546 0.089 0.813
factor(worker_id)2:factor(category_id)53 100 0 0.013 0.313 -0.921 0.026 0.670
factor(worker_id)2:factor(category_id)54 100 0 -0.007 0.312 -0.671 0.008 0.779
factor(worker_id)2:factor(category_id)55 100 0 -0.008 0.314 -0.786 0.027 0.895
factor(worker_id)2:factor(category_id)56 100 0 0.010 0.337 -0.709 -0.016 0.805
factor(worker_id)2:factor(category_id)57 100 0 0.054 0.352 -0.838 0.052 0.805
factor(worker_id)2:factor(category_id)58 100 0 0.011 0.318 -0.739 0.005 0.991
factor(worker_id)2:factor(category_id)59 100 0 0.035 0.307 -0.801 0.024 0.961
factor(worker_id)2:factor(category_id)60 100 0 0.005 0.327 -0.804 -0.050 0.843
factor(worker_id)2:factor(category_id)61 100 0 0.001 0.347 -0.845 -0.020 0.809
factor(worker_id)2:factor(category_id)62 100 0 -0.021 0.327 -0.636 -0.031 0.665
factor(worker_id)2:factor(category_id)63 100 0 -0.004 0.318 -0.753 0.058 0.723
factor(worker_id)2:factor(category_id)64 100 0 0.025 0.292 -0.648 0.024 0.707
factor(worker_id)2:factor(category_id)65 100 0 0.007 0.338 -0.671 0.011 0.930
factor(worker_id)2:factor(category_id)66 100 0 -0.002 0.319 -0.883 0.006 0.656
factor(worker_id)2:factor(category_id)67 100 0 0.039 0.364 -0.957 0.079 0.968
factor(worker_id)2:factor(category_id)68 100 0 0.044 0.331 -0.812 0.021 0.954
factor(worker_id)2:factor(category_id)69 100 0 0.053 0.338 -0.837 0.079 0.749
factor(worker_id)2:factor(category_id)70 100 0 0.002 0.354 -0.873 0.010 0.838
factor(worker_id)2:factor(category_id)71 100 0 0.002 0.362 -0.772 -0.018 0.966
factor(worker_id)2:factor(category_id)72 100 0 0.011 0.320 -0.935 0.058 0.723
factor(worker_id)2:factor(category_id)73 100 0 0.025 0.325 -0.738 -0.002 0.801
factor(worker_id)2:factor(category_id)74 100 0 0.017 0.317 -0.652 -0.011 0.835
factor(worker_id)2:factor(category_id)75 100 0 0.033 0.345 -0.924 -0.009 0.918
factor(worker_id)2:factor(category_id)76 100 0 0.032 0.322 -0.853 0.051 0.822
factor(worker_id)2:factor(category_id)77 100 0 0.043 0.315 -0.821 0.054 0.748
factor(worker_id)2:factor(category_id)78 100 0 0.026 0.306 -0.709 0.026 0.886
factor(worker_id)2:factor(category_id)79 100 0 0.014 0.298 -0.673 0.012 0.680
factor(worker_id)2:factor(category_id)80 100 0 0.042 0.320 -0.743 0.032 1.082
factor(worker_id)2:factor(category_id)81 100 0 0.013 0.339 -0.760 -0.002 0.663
factor(worker_id)2:factor(category_id)82 100 0 0.052 0.318 -0.674 0.058 0.797
factor(worker_id)2:factor(category_id)83 100 0 0.031 0.311 -0.612 0.023 0.734
factor(worker_id)2:factor(category_id)84 100 0 0.029 0.331 -0.725 0.046 0.758
factor(worker_id)2:factor(category_id)85 100 0 0.061 0.319 -0.738 0.072 0.879
factor(worker_id)2:factor(category_id)86 100 0 0.001 0.346 -0.740 -0.014 1.196
factor(worker_id)2:factor(category_id)87 100 0 0.024 0.312 -0.747 0.012 0.878
factor(worker_id)2:factor(category_id)88 100 0 0.017 0.315 -0.645 -0.002 0.680
factor(worker_id)2:factor(category_id)89 100 0 0.015 0.349 -0.872 -0.006 1.091
factor(worker_id)2:factor(category_id)90 100 0 -0.037 0.282 -0.784 -0.067 0.660
factor(worker_id)2:factor(category_id)91 100 0 0.028 0.346 -0.839 0.056 0.751
factor(worker_id)2:factor(category_id)92 100 0 0.033 0.344 -1.102 0.048 0.798
factor(worker_id)2:factor(category_id)93 100 0 0.013 0.338 -0.894 -0.022 0.758
factor(worker_id)2:factor(category_id)94 100 0 0.004 0.318 -0.657 0.031 0.837
factor(worker_id)2:factor(category_id)95 100 0 0.015 0.341 -0.915 -0.008 0.952
factor(worker_id)2:factor(category_id)96 100 0 0.035 0.323 -1.076 0.076 0.687
factor(worker_id)2:factor(category_id)97 100 0 0.017 0.358 -1.012 0.026 0.993
factor(worker_id)2:factor(category_id)98 100 0 0.059 0.337 -0.590 0.040 0.851
factor(worker_id)2:factor(category_id)99 100 0 0.028 0.296 -0.915 0.041 0.680
factor(worker_id)2:factor(category_id)100 100 0 0.010 0.338 -0.685 -0.017 0.880

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(category_id)2 1
factor(category_id)3 0
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(category_id)31 1
factor(category_id)32 1
factor(category_id)33 1
factor(category_id)34 1
factor(category_id)35 1
factor(category_id)36 1
factor(category_id)37 1
factor(category_id)38 1
factor(category_id)39 1
factor(category_id)40 1
factor(category_id)41 1
factor(category_id)42 1
factor(category_id)43 1
factor(category_id)44 1
factor(category_id)45 1
factor(category_id)46 1
factor(category_id)47 1
factor(category_id)48 1
factor(category_id)49 1
factor(category_id)50 1
factor(category_id)51 1
factor(category_id)52 1
factor(category_id)53 1
factor(category_id)54 1
factor(category_id)55 1
factor(category_id)56 1
factor(category_id)57 1
factor(category_id)58 1
factor(category_id)59 1
factor(category_id)60 1
factor(category_id)61 1
factor(category_id)62 1
factor(category_id)63 1
factor(category_id)64 1
factor(category_id)65 1
factor(category_id)66 1
factor(category_id)67 1
factor(category_id)68 1
factor(category_id)69 1
factor(category_id)70 1
factor(category_id)71 1
factor(category_id)72 1
factor(category_id)73 1
factor(category_id)74 1
factor(category_id)75 1
factor(category_id)76 1
factor(category_id)77 1
factor(category_id)78 1
factor(category_id)79 1
factor(category_id)80 1
factor(category_id)81 1
factor(category_id)82 1
factor(category_id)83 1
factor(category_id)84 1
factor(category_id)85 1
factor(category_id)86 1
factor(category_id)87 1
factor(category_id)88 1
factor(category_id)89 1
factor(category_id)90 1
factor(category_id)91 1
factor(category_id)92 1
factor(category_id)93 1
factor(category_id)94 1
factor(category_id)95 1
factor(category_id)96 1
factor(category_id)97 1
factor(category_id)98 1
factor(category_id)99 1
factor(category_id)100 1
factor(worker_id)2:factor(category_id)2 0.16
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 0.17
factor(worker_id)2:factor(category_id)5 0.95
factor(worker_id)2:factor(category_id)6 0.16
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0.32
factor(worker_id)2:factor(category_id)9 0.27
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0.24
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 0.77
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)2:factor(category_id)16 0.15
factor(worker_id)2:factor(category_id)17 1
factor(worker_id)2:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 0.24
factor(worker_id)2:factor(category_id)21 0
factor(worker_id)2:factor(category_id)22 0
factor(worker_id)2:factor(category_id)23 0.65
factor(worker_id)2:factor(category_id)24 0.21
factor(worker_id)2:factor(category_id)25 0
factor(worker_id)2:factor(category_id)26 0.13
factor(worker_id)2:factor(category_id)27 0.81
factor(worker_id)2:factor(category_id)28 0
factor(worker_id)2:factor(category_id)29 0.98
factor(worker_id)2:factor(category_id)30 1
factor(worker_id)2:factor(category_id)31 0
factor(worker_id)2:factor(category_id)32 0.05
factor(worker_id)2:factor(category_id)33 0.59
factor(worker_id)2:factor(category_id)34 0.83
factor(worker_id)2:factor(category_id)35 0.07
factor(worker_id)2:factor(category_id)36 0
factor(worker_id)2:factor(category_id)37 0
factor(worker_id)2:factor(category_id)38 0
factor(worker_id)2:factor(category_id)39 1
factor(worker_id)2:factor(category_id)40 1
factor(worker_id)2:factor(category_id)41 0.88
factor(worker_id)2:factor(category_id)42 0
factor(worker_id)2:factor(category_id)43 0.58
factor(worker_id)2:factor(category_id)44 0.66
factor(worker_id)2:factor(category_id)45 0
factor(worker_id)2:factor(category_id)46 0.28
factor(worker_id)2:factor(category_id)47 0
factor(worker_id)2:factor(category_id)48 0.59
factor(worker_id)2:factor(category_id)49 1
factor(worker_id)2:factor(category_id)50 0
factor(worker_id)2:factor(category_id)51 0.99
factor(worker_id)2:factor(category_id)52 0
factor(worker_id)2:factor(category_id)53 0
factor(worker_id)2:factor(category_id)54 0
factor(worker_id)2:factor(category_id)55 1
factor(worker_id)2:factor(category_id)56 0.96
factor(worker_id)2:factor(category_id)57 0.23
factor(worker_id)2:factor(category_id)58 0
factor(worker_id)2:factor(category_id)59 0.01
factor(worker_id)2:factor(category_id)60 0
factor(worker_id)2:factor(category_id)61 0.1
factor(worker_id)2:factor(category_id)62 0.04
factor(worker_id)2:factor(category_id)63 0.81
factor(worker_id)2:factor(category_id)64 0.68
factor(worker_id)2:factor(category_id)65 1
factor(worker_id)2:factor(category_id)66 0.93
factor(worker_id)2:factor(category_id)67 0
factor(worker_id)2:factor(category_id)68 0
factor(worker_id)2:factor(category_id)69 0
factor(worker_id)2:factor(category_id)70 1
factor(worker_id)2:factor(category_id)71 0.01
factor(worker_id)2:factor(category_id)72 0.66
factor(worker_id)2:factor(category_id)73 0.94
factor(worker_id)2:factor(category_id)74 0.84
factor(worker_id)2:factor(category_id)75 0.66
factor(worker_id)2:factor(category_id)76 0
factor(worker_id)2:factor(category_id)77 1
factor(worker_id)2:factor(category_id)78 0.08
factor(worker_id)2:factor(category_id)79 0
factor(worker_id)2:factor(category_id)80 0
factor(worker_id)2:factor(category_id)81 0
factor(worker_id)2:factor(category_id)82 0.94
factor(worker_id)2:factor(category_id)83 0
factor(worker_id)2:factor(category_id)84 0.81
factor(worker_id)2:factor(category_id)85 0
factor(worker_id)2:factor(category_id)86 1
factor(worker_id)2:factor(category_id)87 0
factor(worker_id)2:factor(category_id)88 0.2
factor(worker_id)2:factor(category_id)89 0
factor(worker_id)2:factor(category_id)90 1
factor(worker_id)2:factor(category_id)91 0.02
factor(worker_id)2:factor(category_id)92 1
factor(worker_id)2:factor(category_id)93 0.95
factor(worker_id)2:factor(category_id)94 1
factor(worker_id)2:factor(category_id)95 0
factor(worker_id)2:factor(category_id)96 0.82
factor(worker_id)2:factor(category_id)97 0.75
factor(worker_id)2:factor(category_id)98 0.01
factor(worker_id)2:factor(category_id)99 0.7
factor(worker_id)2:factor(category_id)100 0

Significant match effect number = 29 out of 99

num_process = 50, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.019 0.132 -0.321 0.025 0.344
factor(worker_id)2 100 0 -0.001 0.166 -0.450 0.013 0.360
factor(category_id)2 100 0 -0.018 0.177 -0.486 -0.044 0.473
factor(category_id)3 100 0 -0.023 0.181 -0.367 -0.033 0.400
factor(category_id)4 100 0 0.000 0.210 -0.443 -0.037 0.566
factor(category_id)5 100 0 -0.030 0.173 -0.425 -0.014 0.320
factor(category_id)6 100 0 -0.045 0.185 -0.511 -0.048 0.400
factor(category_id)7 100 0 -0.025 0.203 -0.521 0.010 0.425
factor(category_id)8 100 0 -0.023 0.216 -0.714 -0.012 0.492
factor(category_id)9 100 0 -0.019 0.196 -0.402 -0.032 0.454
factor(category_id)10 100 0 -0.032 0.202 -0.466 -0.035 0.538
factor(category_id)11 100 0 -0.021 0.202 -0.687 -0.013 0.463
factor(category_id)12 100 0 0.002 0.211 -0.510 0.003 0.534
factor(category_id)13 100 0 -0.016 0.197 -0.571 -0.016 0.538
factor(category_id)14 100 0 -0.041 0.184 -0.508 -0.045 0.451
factor(category_id)15 100 0 -0.006 0.194 -0.499 0.006 0.387
factor(category_id)16 100 0 -0.036 0.190 -0.512 -0.031 0.490
factor(category_id)17 100 0 -0.039 0.192 -0.529 -0.007 0.375
factor(category_id)18 100 0 -0.018 0.176 -0.387 -0.014 0.450
factor(category_id)19 100 0 0.000 0.176 -0.339 -0.024 0.435
factor(category_id)20 100 0 -0.033 0.194 -0.563 -0.012 0.380
factor(category_id)21 100 0 -0.013 0.196 -0.447 -0.018 0.471
factor(category_id)22 100 0 -0.022 0.208 -0.468 -0.037 0.576
factor(category_id)23 100 0 0.025 0.229 -0.634 0.015 0.539
factor(category_id)24 100 0 -0.035 0.186 -0.455 -0.031 0.508
factor(category_id)25 100 0 -0.031 0.185 -0.488 -0.016 0.379
factor(category_id)26 100 0 -0.033 0.191 -0.503 -0.023 0.462
factor(category_id)27 100 0 0.005 0.190 -0.559 0.019 0.483
factor(category_id)28 100 0 -0.011 0.210 -0.494 0.001 0.615
factor(category_id)29 100 0 -0.025 0.192 -0.447 -0.015 0.467
factor(category_id)30 100 0 -0.040 0.187 -0.420 -0.049 0.448
factor(category_id)31 100 0 -0.016 0.221 -0.549 0.007 0.565
factor(category_id)32 100 0 -0.015 0.184 -0.402 -0.018 0.442
factor(category_id)33 100 0 -0.032 0.181 -0.444 -0.052 0.417
factor(category_id)34 100 0 -0.014 0.189 -0.580 -0.023 0.364
factor(category_id)35 100 0 0.013 0.187 -0.393 0.006 0.546
factor(category_id)36 100 0 -0.002 0.231 -0.529 -0.030 0.573
factor(category_id)37 100 0 -0.040 0.197 -0.482 -0.048 0.461
factor(category_id)38 100 0 -0.038 0.195 -0.412 -0.029 0.350
factor(category_id)39 100 0 -0.028 0.197 -0.436 -0.023 0.449
factor(category_id)40 100 0 0.007 0.194 -0.420 -0.009 0.602
factor(category_id)41 100 0 -0.003 0.192 -0.446 -0.009 0.614
factor(category_id)42 100 0 -0.025 0.185 -0.505 -0.009 0.544
factor(category_id)43 100 0 -0.019 0.199 -0.457 -0.007 0.470
factor(category_id)44 100 0 -0.005 0.191 -0.462 -0.005 0.456
factor(category_id)45 100 0 -0.011 0.203 -0.545 -0.035 0.489
factor(category_id)46 100 0 -0.015 0.199 -0.456 -0.021 0.401
factor(category_id)47 100 0 -0.010 0.207 -0.549 -0.031 0.482
factor(category_id)48 100 0 -0.038 0.198 -0.543 -0.016 0.321
factor(category_id)49 100 0 -0.018 0.183 -0.412 -0.021 0.423
factor(category_id)50 100 0 -0.025 0.203 -0.421 -0.032 0.535
factor(category_id)51 100 0 -0.018 0.184 -0.498 -0.010 0.340
factor(category_id)52 100 0 -0.008 0.182 -0.501 -0.005 0.477
factor(category_id)53 100 0 -0.011 0.201 -0.486 -0.028 0.459
factor(category_id)54 100 0 -0.018 0.194 -0.430 -0.045 0.529
factor(category_id)55 100 0 -0.007 0.177 -0.463 -0.003 0.453
factor(category_id)56 100 0 -0.038 0.189 -0.500 -0.045 0.498
factor(category_id)57 100 0 0.004 0.195 -0.471 0.000 0.519
factor(category_id)58 100 0 -0.013 0.196 -0.492 -0.007 0.468
factor(category_id)59 100 0 -0.005 0.185 -0.511 -0.009 0.416
factor(category_id)60 100 0 -0.005 0.190 -0.346 0.011 0.566
factor(category_id)61 100 0 -0.012 0.194 -0.543 -0.015 0.622
factor(category_id)62 100 0 -0.015 0.207 -0.412 -0.026 0.466
factor(category_id)63 100 0 0.011 0.189 -0.374 0.005 0.472
factor(category_id)64 100 0 -0.004 0.173 -0.426 -0.027 0.475
factor(category_id)65 100 0 -0.038 0.206 -0.542 -0.059 0.493
factor(category_id)66 100 0 -0.029 0.178 -0.472 -0.023 0.541
factor(category_id)67 100 0 -0.010 0.178 -0.462 -0.004 0.431
factor(category_id)68 100 0 -0.012 0.180 -0.373 -0.030 0.429
factor(category_id)69 100 0 -0.007 0.201 -0.407 -0.008 0.433
factor(category_id)70 100 0 -0.026 0.154 -0.337 -0.045 0.338
factor(category_id)71 100 0 -0.012 0.205 -0.492 0.001 0.417
factor(category_id)72 100 0 0.005 0.192 -0.477 0.018 0.432
factor(category_id)73 100 0 -0.030 0.182 -0.423 -0.032 0.539
factor(category_id)74 100 0 0.001 0.178 -0.343 0.009 0.462
factor(category_id)75 100 0 -0.022 0.171 -0.473 -0.035 0.416
factor(category_id)76 100 0 -0.034 0.185 -0.515 -0.023 0.437
factor(category_id)77 100 0 -0.023 0.200 -0.630 -0.040 0.462
factor(category_id)78 100 0 -0.025 0.189 -0.627 -0.003 0.458
factor(category_id)79 100 0 -0.022 0.165 -0.431 -0.028 0.349
factor(category_id)80 100 0 -0.023 0.188 -0.443 -0.061 0.389
factor(category_id)81 100 0 0.009 0.187 -0.476 0.023 0.486
factor(category_id)82 100 0 -0.030 0.189 -0.522 -0.055 0.325
factor(category_id)83 100 0 -0.023 0.186 -0.506 0.000 0.410
factor(category_id)84 100 0 0.003 0.178 -0.482 0.001 0.456
factor(category_id)85 100 0 -0.020 0.184 -0.480 -0.036 0.456
factor(category_id)86 100 0 -0.025 0.174 -0.477 -0.006 0.510
factor(category_id)87 100 0 -0.007 0.195 -0.458 -0.015 0.542
factor(category_id)88 100 0 -0.012 0.168 -0.500 0.009 0.380
factor(category_id)89 100 0 -0.015 0.188 -0.494 -0.032 0.425
factor(category_id)90 100 0 -0.010 0.180 -0.402 -0.017 0.377
factor(category_id)91 100 0 -0.035 0.187 -0.463 -0.056 0.479
factor(category_id)92 100 0 -0.019 0.211 -0.617 -0.007 0.517
factor(category_id)93 100 0 -0.041 0.190 -0.461 -0.054 0.482
factor(category_id)94 100 0 -0.003 0.210 -0.584 -0.016 0.643
factor(category_id)95 100 0 0.000 0.191 -0.421 -0.004 0.535
factor(category_id)96 100 0 0.003 0.186 -0.363 0.005 0.421
factor(category_id)97 100 0 -0.019 0.190 -0.426 -0.014 0.453
factor(category_id)98 100 0 -0.033 0.178 -0.616 -0.017 0.523
factor(category_id)99 100 0 -0.012 0.215 -0.600 -0.007 0.594
factor(category_id)100 100 0 -0.025 0.182 -0.455 -0.035 0.399
factor(worker_id)2:factor(category_id)2 100 0 0.001 0.252 -0.617 -0.029 0.652
factor(worker_id)2:factor(category_id)3 100 0 0.002 0.246 -0.562 -0.022 0.520
factor(worker_id)2:factor(category_id)4 100 0 -0.003 0.259 -0.743 0.005 0.549
factor(worker_id)2:factor(category_id)5 100 0 0.026 0.230 -0.458 0.005 0.654
factor(worker_id)2:factor(category_id)6 100 0 0.035 0.238 -0.613 0.058 0.525
factor(worker_id)2:factor(category_id)7 100 0 0.020 0.263 -0.765 -0.014 0.676
factor(worker_id)2:factor(category_id)8 100 0 0.007 0.264 -0.579 0.037 0.943
factor(worker_id)2:factor(category_id)9 100 0 -0.028 0.246 -0.546 -0.031 0.438
factor(worker_id)2:factor(category_id)10 100 0 0.025 0.278 -0.614 0.039 0.719
factor(worker_id)2:factor(category_id)11 100 0 -0.006 0.260 -0.610 -0.032 0.723
factor(worker_id)2:factor(category_id)12 100 0 -0.020 0.304 -1.021 -0.001 0.612
factor(worker_id)2:factor(category_id)13 100 0 0.005 0.264 -0.664 -0.008 1.014
factor(worker_id)2:factor(category_id)14 100 0 0.021 0.280 -0.741 0.025 0.748
factor(worker_id)2:factor(category_id)15 100 0 -0.010 0.277 -0.669 -0.030 0.634
factor(worker_id)2:factor(category_id)16 100 0 0.034 0.257 -0.526 0.010 0.740
factor(worker_id)2:factor(category_id)17 100 0 -0.005 0.293 -0.709 -0.023 0.653
factor(worker_id)2:factor(category_id)18 100 0 -0.033 0.233 -0.525 -0.024 0.667
factor(worker_id)2:factor(category_id)19 100 0 -0.020 0.234 -0.698 -0.025 0.605
factor(worker_id)2:factor(category_id)20 100 0 0.019 0.247 -0.529 0.027 0.684
factor(worker_id)2:factor(category_id)21 100 0 0.015 0.254 -0.619 0.027 0.570
factor(worker_id)2:factor(category_id)22 100 0 0.001 0.254 -0.560 -0.018 0.532
factor(worker_id)2:factor(category_id)23 100 0 -0.028 0.285 -0.911 0.004 0.638
factor(worker_id)2:factor(category_id)24 100 0 0.023 0.253 -0.569 0.021 0.744
factor(worker_id)2:factor(category_id)25 100 0 0.008 0.261 -0.692 0.006 0.702
factor(worker_id)2:factor(category_id)26 100 0 0.017 0.272 -0.589 0.000 0.746
factor(worker_id)2:factor(category_id)27 100 0 -0.020 0.236 -0.495 -0.027 0.650
factor(worker_id)2:factor(category_id)28 100 0 -0.015 0.263 -0.658 0.000 0.590
factor(worker_id)2:factor(category_id)29 100 0 0.008 0.238 -0.642 0.014 0.456
factor(worker_id)2:factor(category_id)30 100 0 0.026 0.276 -0.611 0.004 0.940
factor(worker_id)2:factor(category_id)31 100 0 -0.005 0.259 -0.759 -0.022 0.470
factor(worker_id)2:factor(category_id)32 100 0 0.023 0.230 -0.515 0.017 0.761
factor(worker_id)2:factor(category_id)33 100 0 0.026 0.237 -0.563 0.046 0.526
factor(worker_id)2:factor(category_id)34 100 0 0.019 0.238 -0.514 0.001 0.738
factor(worker_id)2:factor(category_id)35 100 0 -0.027 0.220 -0.759 -0.035 0.530
factor(worker_id)2:factor(category_id)36 100 0 -0.002 0.285 -0.637 -0.009 0.788
factor(worker_id)2:factor(category_id)37 100 0 0.032 0.279 -0.535 0.003 0.703
factor(worker_id)2:factor(category_id)38 100 0 0.045 0.252 -0.531 0.036 0.607
factor(worker_id)2:factor(category_id)39 100 0 0.006 0.260 -0.638 0.050 0.540
factor(worker_id)2:factor(category_id)40 100 0 -0.034 0.262 -0.578 -0.030 0.540
factor(worker_id)2:factor(category_id)41 100 0 -0.005 0.269 -0.484 -0.030 0.630
factor(worker_id)2:factor(category_id)42 100 0 0.011 0.270 -0.704 0.003 0.829
factor(worker_id)2:factor(category_id)43 100 0 0.009 0.241 -0.648 0.029 0.615
factor(worker_id)2:factor(category_id)44 100 0 -0.022 0.242 -0.667 -0.040 0.594
factor(worker_id)2:factor(category_id)45 100 0 -0.005 0.260 -0.627 -0.002 0.641
factor(worker_id)2:factor(category_id)46 100 0 0.006 0.283 -0.629 0.001 0.632
factor(worker_id)2:factor(category_id)47 100 0 -0.016 0.272 -0.924 -0.017 0.733
factor(worker_id)2:factor(category_id)48 100 0 0.025 0.263 -0.493 0.007 0.710
factor(worker_id)2:factor(category_id)49 100 0 -0.013 0.238 -0.510 -0.031 0.491
factor(worker_id)2:factor(category_id)50 100 0 0.008 0.274 -0.608 0.059 0.498
factor(worker_id)2:factor(category_id)51 100 0 -0.002 0.264 -0.766 0.035 0.578
factor(worker_id)2:factor(category_id)52 100 0 -0.021 0.246 -0.586 -0.006 0.615
factor(worker_id)2:factor(category_id)53 100 0 0.002 0.308 -0.817 0.022 0.742
factor(worker_id)2:factor(category_id)54 100 0 0.005 0.276 -0.794 0.027 0.645
factor(worker_id)2:factor(category_id)55 100 0 -0.014 0.242 -0.556 0.007 0.550
factor(worker_id)2:factor(category_id)56 100 0 0.021 0.228 -0.610 0.022 0.395
factor(worker_id)2:factor(category_id)57 100 0 -0.042 0.265 -0.551 -0.049 0.736
factor(worker_id)2:factor(category_id)58 100 0 -0.022 0.217 -0.576 -0.036 0.591
factor(worker_id)2:factor(category_id)59 100 0 -0.001 0.264 -0.550 0.010 0.853
factor(worker_id)2:factor(category_id)60 100 0 -0.006 0.273 -0.605 -0.002 0.680
factor(worker_id)2:factor(category_id)61 100 0 0.006 0.261 -0.582 0.005 0.733
factor(worker_id)2:factor(category_id)62 100 0 -0.013 0.264 -0.673 0.000 0.667
factor(worker_id)2:factor(category_id)63 100 0 -0.048 0.206 -0.586 -0.055 0.526
factor(worker_id)2:factor(category_id)64 100 0 -0.009 0.248 -0.483 -0.026 0.723
factor(worker_id)2:factor(category_id)65 100 0 0.043 0.281 -0.693 0.048 0.846
factor(worker_id)2:factor(category_id)66 100 0 0.004 0.245 -0.702 0.004 0.612
factor(worker_id)2:factor(category_id)67 100 0 -0.004 0.255 -0.661 0.007 0.537
factor(worker_id)2:factor(category_id)68 100 0 -0.016 0.268 -0.614 -0.030 0.735
factor(worker_id)2:factor(category_id)69 100 0 -0.005 0.265 -0.647 -0.015 0.666
factor(worker_id)2:factor(category_id)70 100 0 0.004 0.232 -0.722 -0.012 0.667
factor(worker_id)2:factor(category_id)71 100 0 0.009 0.274 -0.549 0.015 0.827
factor(worker_id)2:factor(category_id)72 100 0 -0.060 0.257 -0.892 -0.066 0.625
factor(worker_id)2:factor(category_id)73 100 0 0.029 0.244 -0.620 0.042 0.622
factor(worker_id)2:factor(category_id)74 100 0 -0.033 0.234 -0.649 -0.023 0.462
factor(worker_id)2:factor(category_id)75 100 0 0.017 0.250 -0.533 0.027 0.631
factor(worker_id)2:factor(category_id)76 100 0 0.009 0.271 -0.570 -0.030 0.827
factor(worker_id)2:factor(category_id)77 100 0 0.007 0.262 -0.726 0.027 0.772
factor(worker_id)2:factor(category_id)78 100 0 0.002 0.228 -0.484 0.006 0.582
factor(worker_id)2:factor(category_id)79 100 0 0.010 0.251 -0.649 0.003 0.701
factor(worker_id)2:factor(category_id)80 100 0 -0.023 0.262 -0.708 0.015 0.663
factor(worker_id)2:factor(category_id)81 100 0 -0.036 0.267 -0.709 -0.036 0.611
factor(worker_id)2:factor(category_id)82 100 0 -0.003 0.254 -0.640 0.014 0.579
factor(worker_id)2:factor(category_id)83 100 0 0.025 0.231 -0.468 0.022 0.563
factor(worker_id)2:factor(category_id)84 100 0 0.001 0.242 -0.531 -0.003 0.622
factor(worker_id)2:factor(category_id)85 100 0 0.021 0.240 -0.478 0.034 0.732
factor(worker_id)2:factor(category_id)86 100 0 0.017 0.239 -0.545 0.052 0.585
factor(worker_id)2:factor(category_id)87 100 0 -0.014 0.240 -0.634 -0.033 0.680
factor(worker_id)2:factor(category_id)88 100 0 -0.010 0.253 -0.628 -0.017 0.544
factor(worker_id)2:factor(category_id)89 100 0 0.002 0.249 -0.660 -0.006 0.602
factor(worker_id)2:factor(category_id)90 100 0 -0.037 0.275 -0.855 -0.052 0.659
factor(worker_id)2:factor(category_id)91 100 0 0.042 0.262 -0.654 0.039 0.888
factor(worker_id)2:factor(category_id)92 100 0 -0.006 0.279 -0.672 -0.008 0.634
factor(worker_id)2:factor(category_id)93 100 0 -0.009 0.271 -0.776 -0.036 0.553
factor(worker_id)2:factor(category_id)94 100 0 -0.033 0.261 -0.653 -0.036 0.505
factor(worker_id)2:factor(category_id)95 100 0 -0.015 0.289 -0.737 -0.012 0.728
factor(worker_id)2:factor(category_id)96 100 0 -0.026 0.230 -0.613 -0.001 0.574
factor(worker_id)2:factor(category_id)97 100 0 0.008 0.262 -0.790 0.013 0.583
factor(worker_id)2:factor(category_id)98 100 0 0.048 0.260 -0.544 0.033 0.758
factor(worker_id)2:factor(category_id)99 100 0 0.016 0.268 -0.661 0.019 0.789
factor(worker_id)2:factor(category_id)100 100 0 -0.003 0.261 -0.664 -0.020 0.732

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(category_id)31 1
factor(category_id)32 1
factor(category_id)33 1
factor(category_id)34 1
factor(category_id)35 1
factor(category_id)36 1
factor(category_id)37 1
factor(category_id)38 1
factor(category_id)39 1
factor(category_id)40 1
factor(category_id)41 1
factor(category_id)42 1
factor(category_id)43 1
factor(category_id)44 1
factor(category_id)45 1
factor(category_id)46 1
factor(category_id)47 1
factor(category_id)48 1
factor(category_id)49 1
factor(category_id)50 1
factor(category_id)51 1
factor(category_id)52 1
factor(category_id)53 1
factor(category_id)54 1
factor(category_id)55 1
factor(category_id)56 1
factor(category_id)57 1
factor(category_id)58 1
factor(category_id)59 1
factor(category_id)60 1
factor(category_id)61 1
factor(category_id)62 1
factor(category_id)63 1
factor(category_id)64 1
factor(category_id)65 1
factor(category_id)66 1
factor(category_id)67 1
factor(category_id)68 1
factor(category_id)69 1
factor(category_id)70 1
factor(category_id)71 1
factor(category_id)72 1
factor(category_id)73 1
factor(category_id)74 1
factor(category_id)75 1
factor(category_id)76 1
factor(category_id)77 1
factor(category_id)78 1
factor(category_id)79 1
factor(category_id)80 1
factor(category_id)81 1
factor(category_id)82 1
factor(category_id)83 1
factor(category_id)84 1
factor(category_id)85 1
factor(category_id)86 1
factor(category_id)87 1
factor(category_id)88 1
factor(category_id)89 1
factor(category_id)90 1
factor(category_id)91 1
factor(category_id)92 1
factor(category_id)93 1
factor(category_id)94 1
factor(category_id)95 1
factor(category_id)96 1
factor(category_id)97 1
factor(category_id)98 1
factor(category_id)99 1
factor(category_id)100 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 0.13
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)2:factor(category_id)16 0
factor(worker_id)2:factor(category_id)17 0
factor(worker_id)2:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 0.89
factor(worker_id)2:factor(category_id)20 0
factor(worker_id)2:factor(category_id)21 0
factor(worker_id)2:factor(category_id)22 0
factor(worker_id)2:factor(category_id)23 0
factor(worker_id)2:factor(category_id)24 0
factor(worker_id)2:factor(category_id)25 0
factor(worker_id)2:factor(category_id)26 0
factor(worker_id)2:factor(category_id)27 0
factor(worker_id)2:factor(category_id)28 0
factor(worker_id)2:factor(category_id)29 0
factor(worker_id)2:factor(category_id)30 0
factor(worker_id)2:factor(category_id)31 0
factor(worker_id)2:factor(category_id)32 0
factor(worker_id)2:factor(category_id)33 0
factor(worker_id)2:factor(category_id)34 0
factor(worker_id)2:factor(category_id)35 0
factor(worker_id)2:factor(category_id)36 0
factor(worker_id)2:factor(category_id)37 0
factor(worker_id)2:factor(category_id)38 0
factor(worker_id)2:factor(category_id)39 0
factor(worker_id)2:factor(category_id)40 0.16
factor(worker_id)2:factor(category_id)41 0
factor(worker_id)2:factor(category_id)42 0
factor(worker_id)2:factor(category_id)43 0
factor(worker_id)2:factor(category_id)44 0
factor(worker_id)2:factor(category_id)45 0
factor(worker_id)2:factor(category_id)46 0
factor(worker_id)2:factor(category_id)47 0
factor(worker_id)2:factor(category_id)48 0.12
factor(worker_id)2:factor(category_id)49 0
factor(worker_id)2:factor(category_id)50 0
factor(worker_id)2:factor(category_id)51 1
factor(worker_id)2:factor(category_id)52 0
factor(worker_id)2:factor(category_id)53 0
factor(worker_id)2:factor(category_id)54 0
factor(worker_id)2:factor(category_id)55 0
factor(worker_id)2:factor(category_id)56 0
factor(worker_id)2:factor(category_id)57 0
factor(worker_id)2:factor(category_id)58 0.01
factor(worker_id)2:factor(category_id)59 0
factor(worker_id)2:factor(category_id)60 0
factor(worker_id)2:factor(category_id)61 0
factor(worker_id)2:factor(category_id)62 0.03
factor(worker_id)2:factor(category_id)63 0
factor(worker_id)2:factor(category_id)64 0
factor(worker_id)2:factor(category_id)65 0
factor(worker_id)2:factor(category_id)66 0.11
factor(worker_id)2:factor(category_id)67 0
factor(worker_id)2:factor(category_id)68 0
factor(worker_id)2:factor(category_id)69 0
factor(worker_id)2:factor(category_id)70 0
factor(worker_id)2:factor(category_id)71 0
factor(worker_id)2:factor(category_id)72 0
factor(worker_id)2:factor(category_id)73 0
factor(worker_id)2:factor(category_id)74 0
factor(worker_id)2:factor(category_id)75 0
factor(worker_id)2:factor(category_id)76 0
factor(worker_id)2:factor(category_id)77 0.39
factor(worker_id)2:factor(category_id)78 0
factor(worker_id)2:factor(category_id)79 0
factor(worker_id)2:factor(category_id)80 0
factor(worker_id)2:factor(category_id)81 0
factor(worker_id)2:factor(category_id)82 0
factor(worker_id)2:factor(category_id)83 0
factor(worker_id)2:factor(category_id)84 0
factor(worker_id)2:factor(category_id)85 0
factor(worker_id)2:factor(category_id)86 0
factor(worker_id)2:factor(category_id)87 0
factor(worker_id)2:factor(category_id)88 0
factor(worker_id)2:factor(category_id)89 0
factor(worker_id)2:factor(category_id)90 0
factor(worker_id)2:factor(category_id)91 0
factor(worker_id)2:factor(category_id)92 0
factor(worker_id)2:factor(category_id)93 0
factor(worker_id)2:factor(category_id)94 0
factor(worker_id)2:factor(category_id)95 0
factor(worker_id)2:factor(category_id)96 0
factor(worker_id)2:factor(category_id)97 0
factor(worker_id)2:factor(category_id)98 0
factor(worker_id)2:factor(category_id)99 0
factor(worker_id)2:factor(category_id)100 0

Significant match effect number = 2 out of 99

num_process = 100, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.009 0.101 -0.327 -0.009 0.204
factor(worker_id)2 100 0 0.003 0.145 -0.341 -0.007 0.544
factor(category_id)2 100 0 0.011 0.140 -0.474 0.011 0.397
factor(category_id)3 100 0 0.006 0.143 -0.314 0.022 0.372
factor(category_id)4 100 0 0.020 0.156 -0.286 0.005 0.443
factor(category_id)5 100 0 0.004 0.140 -0.349 -0.001 0.312
factor(category_id)6 100 0 -0.004 0.133 -0.498 -0.012 0.338
factor(category_id)7 100 0 0.015 0.148 -0.354 0.010 0.309
factor(category_id)8 100 0 0.008 0.151 -0.353 0.015 0.407
factor(category_id)9 100 0 0.016 0.141 -0.335 0.027 0.591
factor(category_id)10 100 0 0.038 0.132 -0.324 0.042 0.303
factor(category_id)11 100 0 0.034 0.140 -0.230 0.041 0.357
factor(category_id)12 100 0 0.034 0.143 -0.282 0.043 0.495
factor(category_id)13 100 0 0.005 0.141 -0.366 0.011 0.360
factor(category_id)14 100 0 -0.011 0.148 -0.342 -0.013 0.415
factor(category_id)15 100 0 0.009 0.132 -0.311 0.020 0.281
factor(category_id)16 100 0 0.022 0.144 -0.306 0.019 0.440
factor(category_id)17 100 0 0.004 0.147 -0.290 0.014 0.478
factor(category_id)18 100 0 0.003 0.140 -0.293 0.005 0.378
factor(category_id)19 100 0 0.015 0.133 -0.303 0.015 0.332
factor(category_id)20 100 0 0.020 0.142 -0.405 0.013 0.348
factor(category_id)21 100 0 0.005 0.136 -0.329 -0.001 0.301
factor(category_id)22 100 0 0.017 0.149 -0.357 0.010 0.374
factor(category_id)23 100 0 0.021 0.150 -0.346 0.008 0.458
factor(category_id)24 100 0 -0.003 0.134 -0.310 -0.009 0.336
factor(category_id)25 100 0 0.004 0.130 -0.359 0.005 0.300
factor(category_id)26 100 0 0.026 0.158 -0.323 0.008 0.465
factor(category_id)27 100 0 0.011 0.143 -0.346 0.005 0.406
factor(category_id)28 100 0 0.005 0.135 -0.293 -0.004 0.424
factor(category_id)29 100 0 0.007 0.142 -0.379 0.015 0.282
factor(category_id)30 100 0 0.026 0.162 -0.336 0.017 0.459
factor(category_id)31 100 0 0.004 0.132 -0.307 0.007 0.288
factor(category_id)32 100 0 0.027 0.141 -0.362 0.017 0.386
factor(category_id)33 100 0 0.011 0.141 -0.332 0.017 0.374
factor(category_id)34 100 0 0.011 0.150 -0.394 0.016 0.328
factor(category_id)35 100 0 -0.001 0.132 -0.424 0.003 0.251
factor(category_id)36 100 0 -0.003 0.135 -0.317 -0.020 0.395
factor(category_id)37 100 0 0.018 0.136 -0.349 0.021 0.317
factor(category_id)38 100 0 -0.001 0.130 -0.330 0.017 0.292
factor(category_id)39 100 0 0.016 0.135 -0.270 0.022 0.332
factor(category_id)40 100 0 0.021 0.137 -0.410 0.023 0.351
factor(category_id)41 100 0 0.008 0.146 -0.313 0.000 0.354
factor(category_id)42 100 0 0.019 0.154 -0.403 0.009 0.488
factor(category_id)43 100 0 0.012 0.140 -0.418 0.008 0.310
factor(category_id)44 100 0 0.006 0.142 -0.289 0.002 0.350
factor(category_id)45 100 0 0.010 0.152 -0.450 0.004 0.385
factor(category_id)46 100 0 0.001 0.131 -0.290 0.002 0.372
factor(category_id)47 100 0 0.011 0.133 -0.296 0.014 0.372
factor(category_id)48 100 0 0.002 0.155 -0.390 0.016 0.375
factor(category_id)49 100 0 0.000 0.143 -0.421 0.017 0.339
factor(category_id)50 100 0 0.004 0.138 -0.320 -0.015 0.464
factor(category_id)51 100 0 0.002 0.150 -0.439 0.010 0.320
factor(category_id)52 100 0 0.010 0.152 -0.359 0.025 0.375
factor(category_id)53 100 0 0.016 0.137 -0.313 0.011 0.341
factor(category_id)54 100 0 0.009 0.142 -0.306 0.020 0.391
factor(category_id)55 100 0 0.008 0.139 -0.388 0.019 0.391
factor(category_id)56 100 0 0.010 0.150 -0.365 0.042 0.428
factor(category_id)57 100 0 0.008 0.150 -0.385 -0.010 0.341
factor(category_id)58 100 0 0.001 0.135 -0.360 -0.009 0.406
factor(category_id)59 100 0 0.000 0.153 -0.362 -0.006 0.385
factor(category_id)60 100 0 0.017 0.135 -0.291 0.013 0.335
factor(category_id)61 100 0 0.014 0.133 -0.313 0.020 0.320
factor(category_id)62 100 0 0.001 0.140 -0.341 0.008 0.342
factor(category_id)63 100 0 0.013 0.149 -0.299 0.026 0.446
factor(category_id)64 100 0 0.027 0.160 -0.332 0.036 0.417
factor(category_id)65 100 0 0.006 0.159 -0.404 0.013 0.498
factor(category_id)66 100 0 0.012 0.142 -0.359 0.008 0.384
factor(category_id)67 100 0 0.006 0.132 -0.322 0.000 0.374
factor(category_id)68 100 0 0.016 0.148 -0.346 0.008 0.430
factor(category_id)69 100 0 0.010 0.141 -0.436 0.025 0.471
factor(category_id)70 100 0 0.000 0.155 -0.360 -0.002 0.393
factor(category_id)71 100 0 0.010 0.135 -0.283 0.036 0.354
factor(category_id)72 100 0 0.012 0.146 -0.300 0.011 0.408
factor(category_id)73 100 0 -0.016 0.139 -0.324 -0.023 0.343
factor(category_id)74 100 0 0.012 0.150 -0.328 0.024 0.391
factor(category_id)75 100 0 0.024 0.144 -0.424 0.023 0.429
factor(category_id)76 100 0 0.018 0.144 -0.290 0.002 0.523
factor(category_id)77 100 0 0.012 0.147 -0.333 0.017 0.408
factor(category_id)78 100 0 0.007 0.148 -0.371 0.011 0.390
factor(category_id)79 100 0 -0.008 0.143 -0.360 0.003 0.333
factor(category_id)80 100 0 0.023 0.157 -0.359 0.029 0.505
factor(category_id)81 100 0 0.007 0.120 -0.273 -0.006 0.301
factor(category_id)82 100 0 0.016 0.138 -0.334 0.018 0.359
factor(category_id)83 100 0 0.025 0.156 -0.343 0.034 0.473
factor(category_id)84 100 0 0.015 0.130 -0.284 0.020 0.312
factor(category_id)85 100 0 0.026 0.153 -0.348 0.012 0.417
factor(category_id)86 100 0 0.020 0.152 -0.373 0.021 0.344
factor(category_id)87 100 0 0.015 0.149 -0.305 0.019 0.451
factor(category_id)88 100 0 0.015 0.147 -0.452 0.013 0.414
factor(category_id)89 100 0 -0.001 0.136 -0.282 0.007 0.382
factor(category_id)90 100 0 -0.007 0.148 -0.385 0.008 0.417
factor(category_id)91 100 0 0.009 0.115 -0.232 -0.001 0.360
factor(category_id)92 100 0 -0.006 0.150 -0.335 -0.007 0.398
factor(category_id)93 100 0 0.021 0.139 -0.376 0.024 0.390
factor(category_id)94 100 0 0.008 0.161 -0.395 -0.001 0.476
factor(category_id)95 100 0 -0.001 0.128 -0.286 0.019 0.302
factor(category_id)96 100 0 0.000 0.133 -0.333 -0.010 0.322
factor(category_id)97 100 0 0.019 0.140 -0.336 0.023 0.400
factor(category_id)98 100 0 -0.004 0.135 -0.370 -0.018 0.365
factor(category_id)99 100 0 0.003 0.144 -0.401 0.007 0.481
factor(category_id)100 100 0 0.008 0.136 -0.332 0.003 0.369
factor(worker_id)2:factor(category_id)2 100 0 0.010 0.197 -0.514 0.013 0.505
factor(worker_id)2:factor(category_id)3 100 0 -0.008 0.194 -0.458 -0.026 0.419
factor(worker_id)2:factor(category_id)4 100 0 -0.021 0.209 -0.647 -0.016 0.386
factor(worker_id)2:factor(category_id)5 100 0 -0.001 0.199 -0.385 -0.030 0.426
factor(worker_id)2:factor(category_id)6 100 0 0.016 0.189 -0.466 0.007 0.506
factor(worker_id)2:factor(category_id)7 100 0 -0.011 0.201 -0.549 0.011 0.563
factor(worker_id)2:factor(category_id)8 100 0 -0.008 0.202 -0.628 -0.008 0.580
factor(worker_id)2:factor(category_id)9 100 0 -0.015 0.228 -0.997 -0.026 0.469
factor(worker_id)2:factor(category_id)10 100 0 -0.033 0.203 -0.611 -0.053 0.512
factor(worker_id)2:factor(category_id)11 100 0 -0.025 0.220 -0.487 -0.039 0.442
factor(worker_id)2:factor(category_id)12 100 0 -0.039 0.189 -0.530 -0.047 0.366
factor(worker_id)2:factor(category_id)13 100 0 0.023 0.187 -0.461 -0.010 0.465
factor(worker_id)2:factor(category_id)14 100 0 -0.002 0.212 -0.630 -0.005 0.442
factor(worker_id)2:factor(category_id)15 100 0 0.011 0.194 -0.582 -0.006 0.449
factor(worker_id)2:factor(category_id)16 100 0 -0.024 0.218 -0.923 -0.005 0.432
factor(worker_id)2:factor(category_id)17 100 0 0.004 0.213 -0.689 0.000 0.476
factor(worker_id)2:factor(category_id)18 100 0 0.005 0.203 -0.634 0.022 0.492
factor(worker_id)2:factor(category_id)19 100 0 -0.002 0.198 -0.520 0.017 0.444
factor(worker_id)2:factor(category_id)20 100 0 -0.012 0.219 -0.604 -0.030 0.378
factor(worker_id)2:factor(category_id)21 100 0 0.011 0.205 -0.511 0.011 0.553
factor(worker_id)2:factor(category_id)22 100 0 -0.009 0.198 -0.523 -0.021 0.577
factor(worker_id)2:factor(category_id)23 100 0 0.002 0.208 -0.552 0.005 0.427
factor(worker_id)2:factor(category_id)24 100 0 0.020 0.203 -0.680 0.046 0.579
factor(worker_id)2:factor(category_id)25 100 0 0.008 0.193 -0.551 0.015 0.415
factor(worker_id)2:factor(category_id)26 100 0 -0.008 0.218 -0.671 -0.011 0.549
factor(worker_id)2:factor(category_id)27 100 0 -0.029 0.207 -0.561 0.021 0.591
factor(worker_id)2:factor(category_id)28 100 0 0.016 0.190 -0.462 0.038 0.452
factor(worker_id)2:factor(category_id)29 100 0 -0.006 0.205 -0.531 0.013 0.417
factor(worker_id)2:factor(category_id)30 100 0 -0.030 0.235 -0.850 -0.021 0.438
factor(worker_id)2:factor(category_id)31 100 0 0.014 0.174 -0.415 0.024 0.479
factor(worker_id)2:factor(category_id)32 100 0 -0.018 0.208 -0.716 -0.021 0.452
factor(worker_id)2:factor(category_id)33 100 0 -0.028 0.215 -0.588 -0.035 0.492
factor(worker_id)2:factor(category_id)34 100 0 0.008 0.212 -0.475 0.028 0.537
factor(worker_id)2:factor(category_id)35 100 0 0.024 0.205 -0.575 0.020 0.577
factor(worker_id)2:factor(category_id)36 100 0 0.010 0.204 -0.570 0.017 0.384
factor(worker_id)2:factor(category_id)37 100 0 -0.019 0.209 -0.588 0.014 0.442
factor(worker_id)2:factor(category_id)38 100 0 -0.001 0.189 -0.508 -0.022 0.460
factor(worker_id)2:factor(category_id)39 100 0 -0.023 0.229 -0.535 -0.045 0.600
factor(worker_id)2:factor(category_id)40 100 0 -0.020 0.210 -0.620 -0.043 0.500
factor(worker_id)2:factor(category_id)41 100 0 -0.024 0.218 -0.540 -0.002 0.402
factor(worker_id)2:factor(category_id)42 100 0 -0.013 0.221 -0.549 -0.029 0.673
factor(worker_id)2:factor(category_id)43 100 0 -0.005 0.217 -0.567 0.004 0.565
factor(worker_id)2:factor(category_id)44 100 0 0.002 0.193 -0.606 -0.028 0.506
factor(worker_id)2:factor(category_id)45 100 0 0.002 0.219 -0.560 0.015 0.488
factor(worker_id)2:factor(category_id)46 100 0 0.007 0.198 -0.525 0.006 0.502
factor(worker_id)2:factor(category_id)47 100 0 -0.016 0.185 -0.458 -0.048 0.432
factor(worker_id)2:factor(category_id)48 100 0 -0.008 0.212 -0.540 -0.002 0.524
factor(worker_id)2:factor(category_id)49 100 0 0.014 0.202 -0.449 0.010 0.684
factor(worker_id)2:factor(category_id)50 100 0 0.012 0.194 -0.470 -0.003 0.411
factor(worker_id)2:factor(category_id)51 100 0 0.003 0.212 -0.631 -0.028 0.589
factor(worker_id)2:factor(category_id)52 100 0 -0.012 0.214 -0.609 0.007 0.490
factor(worker_id)2:factor(category_id)53 100 0 -0.010 0.199 -0.572 0.008 0.406
factor(worker_id)2:factor(category_id)54 100 0 -0.006 0.209 -0.744 -0.004 0.469
factor(worker_id)2:factor(category_id)55 100 0 -0.012 0.199 -0.478 -0.001 0.439
factor(worker_id)2:factor(category_id)56 100 0 0.003 0.208 -0.489 -0.005 0.513
factor(worker_id)2:factor(category_id)57 100 0 0.005 0.200 -0.529 0.012 0.577
factor(worker_id)2:factor(category_id)58 100 0 0.010 0.207 -0.592 0.041 0.538
factor(worker_id)2:factor(category_id)59 100 0 -0.007 0.199 -0.437 -0.020 0.450
factor(worker_id)2:factor(category_id)60 100 0 0.003 0.202 -0.554 0.019 0.486
factor(worker_id)2:factor(category_id)61 100 0 -0.002 0.193 -0.538 0.001 0.520
factor(worker_id)2:factor(category_id)62 100 0 0.009 0.187 -0.500 0.001 0.500
factor(worker_id)2:factor(category_id)63 100 0 -0.012 0.209 -0.575 -0.006 0.490
factor(worker_id)2:factor(category_id)64 100 0 -0.006 0.218 -0.501 -0.016 0.456
factor(worker_id)2:factor(category_id)65 100 0 0.018 0.207 -0.759 -0.003 0.466
factor(worker_id)2:factor(category_id)66 100 0 -0.022 0.202 -0.440 -0.012 0.491
factor(worker_id)2:factor(category_id)67 100 0 0.001 0.167 -0.515 -0.017 0.407
factor(worker_id)2:factor(category_id)68 100 0 0.001 0.217 -0.725 0.022 0.502
factor(worker_id)2:factor(category_id)69 100 0 -0.007 0.190 -0.544 0.000 0.368
factor(worker_id)2:factor(category_id)70 100 0 -0.004 0.219 -0.652 0.004 0.545
factor(worker_id)2:factor(category_id)71 100 0 -0.038 0.193 -0.643 -0.074 0.378
factor(worker_id)2:factor(category_id)72 100 0 -0.014 0.204 -0.621 0.005 0.423
factor(worker_id)2:factor(category_id)73 100 0 0.033 0.213 -0.528 0.062 0.410
factor(worker_id)2:factor(category_id)74 100 0 -0.024 0.202 -0.587 -0.035 0.419
factor(worker_id)2:factor(category_id)75 100 0 -0.013 0.207 -0.456 -0.003 0.490
factor(worker_id)2:factor(category_id)76 100 0 -0.011 0.192 -0.757 -0.014 0.411
factor(worker_id)2:factor(category_id)77 100 0 -0.006 0.185 -0.544 -0.036 0.384
factor(worker_id)2:factor(category_id)78 100 0 -0.016 0.212 -0.569 -0.027 0.410
factor(worker_id)2:factor(category_id)79 100 0 0.022 0.191 -0.373 0.044 0.439
factor(worker_id)2:factor(category_id)80 100 0 -0.019 0.228 -0.791 -0.032 0.755
factor(worker_id)2:factor(category_id)81 100 0 -0.020 0.192 -0.482 0.011 0.457
factor(worker_id)2:factor(category_id)82 100 0 -0.004 0.202 -0.506 -0.006 0.549
factor(worker_id)2:factor(category_id)83 100 0 -0.004 0.220 -0.611 -0.016 0.579
factor(worker_id)2:factor(category_id)84 100 0 -0.015 0.196 -0.524 -0.016 0.515
factor(worker_id)2:factor(category_id)85 100 0 -0.020 0.197 -0.500 -0.015 0.490
factor(worker_id)2:factor(category_id)86 100 0 -0.005 0.197 -0.477 0.010 0.467
factor(worker_id)2:factor(category_id)87 100 0 -0.022 0.202 -0.605 -0.023 0.389
factor(worker_id)2:factor(category_id)88 100 0 -0.002 0.197 -0.437 0.022 0.476
factor(worker_id)2:factor(category_id)89 100 0 -0.008 0.188 -0.518 0.004 0.411
factor(worker_id)2:factor(category_id)90 100 0 0.008 0.210 -0.760 0.017 0.537
factor(worker_id)2:factor(category_id)91 100 0 -0.013 0.175 -0.458 0.007 0.322
factor(worker_id)2:factor(category_id)92 100 0 0.001 0.214 -0.549 -0.004 0.595
factor(worker_id)2:factor(category_id)93 100 0 -0.017 0.207 -0.703 -0.027 0.448
factor(worker_id)2:factor(category_id)94 100 0 -0.024 0.214 -0.733 -0.021 0.383
factor(worker_id)2:factor(category_id)95 100 0 0.001 0.175 -0.353 -0.009 0.354
factor(worker_id)2:factor(category_id)96 100 0 0.004 0.196 -0.754 0.018 0.335
factor(worker_id)2:factor(category_id)97 100 0 -0.031 0.195 -0.584 -0.047 0.612
factor(worker_id)2:factor(category_id)98 100 0 0.017 0.190 -0.669 0.021 0.518
factor(worker_id)2:factor(category_id)99 100 0 -0.001 0.198 -0.436 -0.004 0.501
factor(worker_id)2:factor(category_id)100 100 0 0.006 0.206 -0.751 0.002 0.549

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(category_id)31 1
factor(category_id)32 1
factor(category_id)33 1
factor(category_id)34 1
factor(category_id)35 1
factor(category_id)36 1
factor(category_id)37 1
factor(category_id)38 1
factor(category_id)39 1
factor(category_id)40 1
factor(category_id)41 1
factor(category_id)42 1
factor(category_id)43 1
factor(category_id)44 1
factor(category_id)45 1
factor(category_id)46 1
factor(category_id)47 1
factor(category_id)48 1
factor(category_id)49 1
factor(category_id)50 1
factor(category_id)51 1
factor(category_id)52 1
factor(category_id)53 1
factor(category_id)54 1
factor(category_id)55 1
factor(category_id)56 1
factor(category_id)57 1
factor(category_id)58 1
factor(category_id)59 1
factor(category_id)60 1
factor(category_id)61 1
factor(category_id)62 1
factor(category_id)63 1
factor(category_id)64 1
factor(category_id)65 1
factor(category_id)66 1
factor(category_id)67 1
factor(category_id)68 1
factor(category_id)69 1
factor(category_id)70 1
factor(category_id)71 1
factor(category_id)72 1
factor(category_id)73 1
factor(category_id)74 1
factor(category_id)75 1
factor(category_id)76 1
factor(category_id)77 1
factor(category_id)78 1
factor(category_id)79 1
factor(category_id)80 1
factor(category_id)81 1
factor(category_id)82 1
factor(category_id)83 1
factor(category_id)84 1
factor(category_id)85 1
factor(category_id)86 1
factor(category_id)87 1
factor(category_id)88 1
factor(category_id)89 1
factor(category_id)90 1
factor(category_id)91 1
factor(category_id)92 1
factor(category_id)93 1
factor(category_id)94 1
factor(category_id)95 1
factor(category_id)96 1
factor(category_id)97 1
factor(category_id)98 1
factor(category_id)99 1
factor(category_id)100 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0.54
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)2:factor(category_id)16 0
factor(worker_id)2:factor(category_id)17 0
factor(worker_id)2:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 0
factor(worker_id)2:factor(category_id)21 0
factor(worker_id)2:factor(category_id)22 0
factor(worker_id)2:factor(category_id)23 0
factor(worker_id)2:factor(category_id)24 0
factor(worker_id)2:factor(category_id)25 0
factor(worker_id)2:factor(category_id)26 0
factor(worker_id)2:factor(category_id)27 0
factor(worker_id)2:factor(category_id)28 0
factor(worker_id)2:factor(category_id)29 0.03
factor(worker_id)2:factor(category_id)30 0.97
factor(worker_id)2:factor(category_id)31 0
factor(worker_id)2:factor(category_id)32 0
factor(worker_id)2:factor(category_id)33 0
factor(worker_id)2:factor(category_id)34 0
factor(worker_id)2:factor(category_id)35 0
factor(worker_id)2:factor(category_id)36 0.45
factor(worker_id)2:factor(category_id)37 0
factor(worker_id)2:factor(category_id)38 0
factor(worker_id)2:factor(category_id)39 0
factor(worker_id)2:factor(category_id)40 0
factor(worker_id)2:factor(category_id)41 0
factor(worker_id)2:factor(category_id)42 0
factor(worker_id)2:factor(category_id)43 0
factor(worker_id)2:factor(category_id)44 0
factor(worker_id)2:factor(category_id)45 0
factor(worker_id)2:factor(category_id)46 0
factor(worker_id)2:factor(category_id)47 0.96
factor(worker_id)2:factor(category_id)48 0
factor(worker_id)2:factor(category_id)49 0
factor(worker_id)2:factor(category_id)50 0
factor(worker_id)2:factor(category_id)51 0
factor(worker_id)2:factor(category_id)52 0
factor(worker_id)2:factor(category_id)53 0
factor(worker_id)2:factor(category_id)54 0
factor(worker_id)2:factor(category_id)55 0
factor(worker_id)2:factor(category_id)56 0.23
factor(worker_id)2:factor(category_id)57 0
factor(worker_id)2:factor(category_id)58 0.18
factor(worker_id)2:factor(category_id)59 0
factor(worker_id)2:factor(category_id)60 0
factor(worker_id)2:factor(category_id)61 0
factor(worker_id)2:factor(category_id)62 0.99
factor(worker_id)2:factor(category_id)63 0
factor(worker_id)2:factor(category_id)64 0
factor(worker_id)2:factor(category_id)65 0
factor(worker_id)2:factor(category_id)66 0
factor(worker_id)2:factor(category_id)67 0
factor(worker_id)2:factor(category_id)68 0
factor(worker_id)2:factor(category_id)69 0
factor(worker_id)2:factor(category_id)70 0
factor(worker_id)2:factor(category_id)71 0
factor(worker_id)2:factor(category_id)72 0
factor(worker_id)2:factor(category_id)73 0
factor(worker_id)2:factor(category_id)74 0
factor(worker_id)2:factor(category_id)75 0
factor(worker_id)2:factor(category_id)76 0
factor(worker_id)2:factor(category_id)77 0
factor(worker_id)2:factor(category_id)78 0
factor(worker_id)2:factor(category_id)79 0
factor(worker_id)2:factor(category_id)80 0
factor(worker_id)2:factor(category_id)81 0
factor(worker_id)2:factor(category_id)82 0
factor(worker_id)2:factor(category_id)83 0.01
factor(worker_id)2:factor(category_id)84 0
factor(worker_id)2:factor(category_id)85 0
factor(worker_id)2:factor(category_id)86 0
factor(worker_id)2:factor(category_id)87 0
factor(worker_id)2:factor(category_id)88 0
factor(worker_id)2:factor(category_id)89 0
factor(worker_id)2:factor(category_id)90 0
factor(worker_id)2:factor(category_id)91 0
factor(worker_id)2:factor(category_id)92 0
factor(worker_id)2:factor(category_id)93 0
factor(worker_id)2:factor(category_id)94 0
factor(worker_id)2:factor(category_id)95 0
factor(worker_id)2:factor(category_id)96 0
factor(worker_id)2:factor(category_id)97 0
factor(worker_id)2:factor(category_id)98 0
factor(worker_id)2:factor(category_id)99 0
factor(worker_id)2:factor(category_id)100 0

Significant match effect number = 3 out of 99

num_process = 500, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.003 0.043 -0.109 -0.003 0.094
factor(worker_id)2 100 0 0.000 0.063 -0.170 0.002 0.153
factor(category_id)2 100 0 0.002 0.063 -0.132 0.003 0.140
factor(category_id)3 100 0 0.002 0.063 -0.188 -0.006 0.143
factor(category_id)4 100 0 0.009 0.060 -0.123 0.006 0.118
factor(category_id)5 100 0 0.010 0.059 -0.112 0.010 0.162
factor(category_id)6 100 0 0.006 0.064 -0.156 -0.001 0.148
factor(category_id)7 100 0 -0.005 0.064 -0.173 -0.001 0.159
factor(category_id)8 100 0 0.010 0.065 -0.164 0.016 0.166
factor(category_id)9 100 0 0.010 0.059 -0.146 0.015 0.208
factor(category_id)10 100 0 -0.001 0.066 -0.164 0.002 0.158
factor(category_id)11 100 0 0.003 0.060 -0.197 0.005 0.151
factor(category_id)12 100 0 0.002 0.062 -0.141 0.005 0.134
factor(category_id)13 100 0 0.003 0.060 -0.135 0.005 0.169
factor(category_id)14 100 0 0.010 0.062 -0.138 0.007 0.171
factor(category_id)15 100 0 -0.004 0.064 -0.140 -0.005 0.217
factor(category_id)16 100 0 0.002 0.066 -0.136 -0.001 0.149
factor(category_id)17 100 0 0.011 0.063 -0.138 0.015 0.182
factor(category_id)18 100 0 -0.002 0.065 -0.143 -0.007 0.186
factor(category_id)19 100 0 0.014 0.066 -0.147 0.017 0.144
factor(category_id)20 100 0 0.004 0.065 -0.139 0.012 0.179
factor(category_id)21 100 0 0.006 0.059 -0.134 0.000 0.157
factor(category_id)22 100 0 0.008 0.062 -0.108 0.003 0.172
factor(category_id)23 100 0 0.006 0.067 -0.157 0.009 0.183
factor(category_id)24 100 0 0.006 0.064 -0.170 0.009 0.181
factor(category_id)25 100 0 0.003 0.057 -0.135 0.001 0.112
factor(category_id)26 100 0 0.010 0.063 -0.132 0.021 0.126
factor(category_id)27 100 0 0.010 0.062 -0.122 0.010 0.177
factor(category_id)28 100 0 0.012 0.059 -0.120 0.021 0.127
factor(category_id)29 100 0 -0.002 0.068 -0.213 -0.009 0.184
factor(category_id)30 100 0 0.002 0.067 -0.142 -0.003 0.204
factor(category_id)31 100 0 0.012 0.068 -0.153 0.003 0.168
factor(category_id)32 100 0 0.007 0.062 -0.180 0.003 0.184
factor(category_id)33 100 0 -0.003 0.057 -0.116 -0.002 0.150
factor(category_id)34 100 0 0.013 0.059 -0.107 0.004 0.172
factor(category_id)35 100 0 0.005 0.068 -0.167 0.004 0.161
factor(category_id)36 100 0 0.000 0.065 -0.169 -0.005 0.171
factor(category_id)37 100 0 0.000 0.061 -0.115 -0.004 0.174
factor(category_id)38 100 0 0.000 0.064 -0.169 -0.004 0.151
factor(category_id)39 100 0 -0.001 0.061 -0.159 0.002 0.121
factor(category_id)40 100 0 0.003 0.064 -0.164 -0.001 0.136
factor(category_id)41 100 0 0.001 0.060 -0.140 0.000 0.145
factor(category_id)42 100 0 0.010 0.062 -0.146 0.010 0.140
factor(category_id)43 100 0 0.015 0.058 -0.148 0.014 0.149
factor(category_id)44 100 0 0.008 0.065 -0.122 0.000 0.208
factor(category_id)45 100 0 0.002 0.057 -0.159 0.010 0.117
factor(category_id)46 100 0 0.006 0.068 -0.200 0.003 0.206
factor(category_id)47 100 0 0.005 0.062 -0.117 0.005 0.181
factor(category_id)48 100 0 0.002 0.067 -0.131 0.000 0.166
factor(category_id)49 100 0 -0.003 0.063 -0.143 0.003 0.143
factor(category_id)50 100 0 -0.005 0.063 -0.141 -0.015 0.130
factor(category_id)51 100 0 -0.002 0.066 -0.185 0.001 0.184
factor(category_id)52 100 0 -0.001 0.057 -0.119 0.002 0.190
factor(category_id)53 100 0 0.004 0.068 -0.181 0.018 0.149
factor(category_id)54 100 0 0.008 0.063 -0.130 0.005 0.181
factor(category_id)55 100 0 0.002 0.063 -0.168 0.001 0.143
factor(category_id)56 100 0 0.000 0.058 -0.111 -0.007 0.151
factor(category_id)57 100 0 -0.001 0.068 -0.160 -0.003 0.166
factor(category_id)58 100 0 0.003 0.057 -0.137 0.014 0.146
factor(category_id)59 100 0 -0.005 0.062 -0.173 -0.006 0.133
factor(category_id)60 100 0 0.006 0.059 -0.180 0.005 0.122
factor(category_id)61 100 0 -0.001 0.063 -0.156 0.001 0.142
factor(category_id)62 100 0 0.009 0.058 -0.157 0.009 0.141
factor(category_id)63 100 0 0.006 0.069 -0.171 0.008 0.171
factor(category_id)64 100 0 0.003 0.070 -0.191 0.000 0.169
factor(category_id)65 100 0 0.004 0.061 -0.106 -0.002 0.210
factor(category_id)66 100 0 0.003 0.062 -0.145 0.000 0.166
factor(category_id)67 100 0 -0.001 0.059 -0.132 -0.003 0.131
factor(category_id)68 100 0 0.000 0.057 -0.132 0.002 0.137
factor(category_id)69 100 0 0.006 0.058 -0.125 0.006 0.141
factor(category_id)70 100 0 0.003 0.063 -0.132 0.000 0.163
factor(category_id)71 100 0 0.009 0.061 -0.174 0.013 0.155
factor(category_id)72 100 0 0.005 0.057 -0.125 0.003 0.128
factor(category_id)73 100 0 0.008 0.067 -0.143 0.009 0.168
factor(category_id)74 100 0 0.001 0.055 -0.142 0.004 0.117
factor(category_id)75 100 0 0.005 0.063 -0.180 0.008 0.136
factor(category_id)76 100 0 0.004 0.065 -0.134 0.005 0.150
factor(category_id)77 100 0 0.007 0.061 -0.147 0.007 0.139
factor(category_id)78 100 0 0.003 0.058 -0.130 0.000 0.142
factor(category_id)79 100 0 0.006 0.067 -0.133 0.015 0.166
factor(category_id)80 100 0 0.008 0.066 -0.130 0.012 0.183
factor(category_id)81 100 0 0.011 0.060 -0.147 0.016 0.212
factor(category_id)82 100 0 0.006 0.064 -0.162 -0.003 0.153
factor(category_id)83 100 0 -0.001 0.064 -0.147 0.001 0.180
factor(category_id)84 100 0 0.002 0.065 -0.198 0.001 0.128
factor(category_id)85 100 0 -0.004 0.060 -0.190 -0.002 0.125
factor(category_id)86 100 0 0.004 0.060 -0.162 -0.005 0.191
factor(category_id)87 100 0 0.002 0.056 -0.112 0.001 0.164
factor(category_id)88 100 0 -0.002 0.059 -0.118 -0.002 0.138
factor(category_id)89 100 0 0.000 0.061 -0.156 0.008 0.137
factor(category_id)90 100 0 0.004 0.066 -0.149 0.004 0.182
factor(category_id)91 100 0 0.004 0.064 -0.141 0.004 0.194
factor(category_id)92 100 0 0.009 0.058 -0.115 0.020 0.132
factor(category_id)93 100 0 0.006 0.063 -0.166 0.013 0.145
factor(category_id)94 100 0 0.001 0.063 -0.178 0.001 0.146
factor(category_id)95 100 0 -0.005 0.060 -0.145 0.007 0.137
factor(category_id)96 100 0 0.001 0.067 -0.157 0.001 0.182
factor(category_id)97 100 0 0.007 0.065 -0.151 0.016 0.153
factor(category_id)98 100 0 0.012 0.058 -0.114 0.005 0.203
factor(category_id)99 100 0 0.003 0.064 -0.203 0.007 0.167
factor(category_id)100 100 0 -0.003 0.057 -0.118 0.004 0.130
factor(worker_id)2:factor(category_id)2 100 0 -0.003 0.086 -0.256 -0.007 0.188
factor(worker_id)2:factor(category_id)3 100 0 0.003 0.092 -0.238 0.007 0.236
factor(worker_id)2:factor(category_id)4 100 0 0.002 0.084 -0.191 0.016 0.158
factor(worker_id)2:factor(category_id)5 100 0 -0.009 0.090 -0.245 -0.006 0.250
factor(worker_id)2:factor(category_id)6 100 0 -0.003 0.092 -0.274 -0.004 0.306
factor(worker_id)2:factor(category_id)7 100 0 0.008 0.085 -0.204 0.009 0.248
factor(worker_id)2:factor(category_id)8 100 0 -0.012 0.089 -0.271 -0.013 0.238
factor(worker_id)2:factor(category_id)9 100 0 -0.006 0.080 -0.191 -0.009 0.190
factor(worker_id)2:factor(category_id)10 100 0 0.000 0.097 -0.290 -0.006 0.242
factor(worker_id)2:factor(category_id)11 100 0 -0.008 0.081 -0.260 -0.007 0.204
factor(worker_id)2:factor(category_id)12 100 0 -0.002 0.084 -0.212 0.003 0.183
factor(worker_id)2:factor(category_id)13 100 0 0.001 0.093 -0.250 0.000 0.243
factor(worker_id)2:factor(category_id)14 100 0 -0.003 0.095 -0.309 -0.005 0.317
factor(worker_id)2:factor(category_id)15 100 0 0.010 0.098 -0.314 0.016 0.248
factor(worker_id)2:factor(category_id)16 100 0 0.002 0.102 -0.286 0.018 0.237
factor(worker_id)2:factor(category_id)17 100 0 -0.007 0.093 -0.190 -0.008 0.222
factor(worker_id)2:factor(category_id)18 100 0 0.007 0.090 -0.289 0.007 0.220
factor(worker_id)2:factor(category_id)19 100 0 -0.010 0.085 -0.192 -0.017 0.253
factor(worker_id)2:factor(category_id)20 100 0 -0.004 0.087 -0.206 0.000 0.180
factor(worker_id)2:factor(category_id)21 100 0 0.005 0.087 -0.203 -0.006 0.213
factor(worker_id)2:factor(category_id)22 100 0 -0.009 0.090 -0.293 0.009 0.187
factor(worker_id)2:factor(category_id)23 100 0 -0.010 0.090 -0.236 -0.008 0.171
factor(worker_id)2:factor(category_id)24 100 0 -0.001 0.085 -0.213 -0.009 0.268
factor(worker_id)2:factor(category_id)25 100 0 0.001 0.087 -0.187 -0.005 0.190
factor(worker_id)2:factor(category_id)26 100 0 0.001 0.091 -0.198 0.000 0.198
factor(worker_id)2:factor(category_id)27 100 0 -0.008 0.083 -0.181 -0.004 0.211
factor(worker_id)2:factor(category_id)28 100 0 -0.007 0.087 -0.241 0.007 0.224
factor(worker_id)2:factor(category_id)29 100 0 0.002 0.082 -0.202 0.001 0.188
factor(worker_id)2:factor(category_id)30 100 0 0.000 0.097 -0.252 -0.003 0.233
factor(worker_id)2:factor(category_id)31 100 0 -0.004 0.093 -0.239 0.000 0.248
factor(worker_id)2:factor(category_id)32 100 0 0.004 0.096 -0.258 0.004 0.277
factor(worker_id)2:factor(category_id)33 100 0 0.012 0.082 -0.245 0.003 0.194
factor(worker_id)2:factor(category_id)34 100 0 -0.008 0.086 -0.198 -0.002 0.192
factor(worker_id)2:factor(category_id)35 100 0 0.001 0.108 -0.293 0.005 0.267
factor(worker_id)2:factor(category_id)36 100 0 0.008 0.094 -0.200 0.021 0.209
factor(worker_id)2:factor(category_id)37 100 0 -0.002 0.093 -0.221 0.000 0.200
factor(worker_id)2:factor(category_id)38 100 0 0.001 0.095 -0.206 -0.013 0.211
factor(worker_id)2:factor(category_id)39 100 0 0.009 0.089 -0.245 0.018 0.224
factor(worker_id)2:factor(category_id)40 100 0 -0.011 0.094 -0.199 -0.004 0.188
factor(worker_id)2:factor(category_id)41 100 0 0.001 0.092 -0.245 0.005 0.212
factor(worker_id)2:factor(category_id)42 100 0 -0.007 0.097 -0.214 -0.023 0.237
factor(worker_id)2:factor(category_id)43 100 0 -0.005 0.095 -0.257 0.006 0.204
factor(worker_id)2:factor(category_id)44 100 0 -0.005 0.093 -0.309 0.001 0.263
factor(worker_id)2:factor(category_id)45 100 0 -0.003 0.089 -0.223 -0.014 0.252
factor(worker_id)2:factor(category_id)46 100 0 -0.002 0.085 -0.220 0.014 0.197
factor(worker_id)2:factor(category_id)47 100 0 -0.001 0.091 -0.258 0.007 0.254
factor(worker_id)2:factor(category_id)48 100 0 -0.002 0.102 -0.299 0.007 0.259
factor(worker_id)2:factor(category_id)49 100 0 0.010 0.087 -0.230 -0.001 0.181
factor(worker_id)2:factor(category_id)50 100 0 0.005 0.085 -0.203 0.002 0.226
factor(worker_id)2:factor(category_id)51 100 0 0.010 0.098 -0.282 0.014 0.258
factor(worker_id)2:factor(category_id)52 100 0 0.008 0.089 -0.171 0.011 0.260
factor(worker_id)2:factor(category_id)53 100 0 0.003 0.099 -0.219 0.008 0.218
factor(worker_id)2:factor(category_id)54 100 0 0.002 0.087 -0.157 -0.002 0.219
factor(worker_id)2:factor(category_id)55 100 0 0.010 0.095 -0.191 0.009 0.302
factor(worker_id)2:factor(category_id)56 100 0 0.007 0.095 -0.290 0.014 0.218
factor(worker_id)2:factor(category_id)57 100 0 0.009 0.087 -0.163 0.011 0.260
factor(worker_id)2:factor(category_id)58 100 0 0.007 0.082 -0.214 0.006 0.260
factor(worker_id)2:factor(category_id)59 100 0 0.002 0.092 -0.204 0.001 0.214
factor(worker_id)2:factor(category_id)60 100 0 0.006 0.082 -0.193 0.007 0.238
factor(worker_id)2:factor(category_id)61 100 0 0.005 0.089 -0.251 0.009 0.253
factor(worker_id)2:factor(category_id)62 100 0 -0.012 0.089 -0.210 -0.018 0.248
factor(worker_id)2:factor(category_id)63 100 0 -0.008 0.096 -0.276 -0.021 0.197
factor(worker_id)2:factor(category_id)64 100 0 -0.009 0.107 -0.233 -0.011 0.332
factor(worker_id)2:factor(category_id)65 100 0 -0.010 0.089 -0.293 0.002 0.144
factor(worker_id)2:factor(category_id)66 100 0 0.005 0.084 -0.195 0.015 0.171
factor(worker_id)2:factor(category_id)67 100 0 0.009 0.083 -0.185 0.022 0.168
factor(worker_id)2:factor(category_id)68 100 0 -0.007 0.088 -0.202 -0.008 0.253
factor(worker_id)2:factor(category_id)69 100 0 0.002 0.081 -0.197 -0.006 0.226
factor(worker_id)2:factor(category_id)70 100 0 -0.002 0.087 -0.209 0.005 0.176
factor(worker_id)2:factor(category_id)71 100 0 -0.006 0.093 -0.203 -0.002 0.244
factor(worker_id)2:factor(category_id)72 100 0 -0.003 0.081 -0.238 0.001 0.178
factor(worker_id)2:factor(category_id)73 100 0 -0.008 0.088 -0.187 -0.002 0.217
factor(worker_id)2:factor(category_id)74 100 0 -0.002 0.086 -0.206 -0.007 0.207
factor(worker_id)2:factor(category_id)75 100 0 0.006 0.079 -0.190 0.003 0.206
factor(worker_id)2:factor(category_id)76 100 0 -0.011 0.090 -0.275 -0.004 0.160
factor(worker_id)2:factor(category_id)77 100 0 -0.002 0.091 -0.174 -0.001 0.182
factor(worker_id)2:factor(category_id)78 100 0 0.000 0.086 -0.218 0.001 0.193
factor(worker_id)2:factor(category_id)79 100 0 0.002 0.098 -0.231 0.005 0.228
factor(worker_id)2:factor(category_id)80 100 0 -0.006 0.087 -0.203 -0.011 0.198
factor(worker_id)2:factor(category_id)81 100 0 -0.015 0.084 -0.288 -0.018 0.202
factor(worker_id)2:factor(category_id)82 100 0 -0.009 0.080 -0.280 -0.006 0.172
factor(worker_id)2:factor(category_id)83 100 0 -0.004 0.086 -0.315 0.004 0.217
factor(worker_id)2:factor(category_id)84 100 0 0.000 0.096 -0.188 -0.019 0.269
factor(worker_id)2:factor(category_id)85 100 0 0.011 0.088 -0.188 0.010 0.272
factor(worker_id)2:factor(category_id)86 100 0 0.001 0.091 -0.311 0.010 0.249
factor(worker_id)2:factor(category_id)87 100 0 -0.001 0.080 -0.214 0.008 0.192
factor(worker_id)2:factor(category_id)88 100 0 0.007 0.094 -0.241 0.004 0.225
factor(worker_id)2:factor(category_id)89 100 0 0.004 0.093 -0.214 0.004 0.253
factor(worker_id)2:factor(category_id)90 100 0 -0.003 0.096 -0.205 -0.009 0.234
factor(worker_id)2:factor(category_id)91 100 0 -0.005 0.094 -0.236 -0.011 0.230
factor(worker_id)2:factor(category_id)92 100 0 -0.013 0.085 -0.202 0.003 0.190
factor(worker_id)2:factor(category_id)93 100 0 -0.002 0.090 -0.225 -0.004 0.192
factor(worker_id)2:factor(category_id)94 100 0 0.002 0.093 -0.247 -0.002 0.214
factor(worker_id)2:factor(category_id)95 100 0 0.009 0.094 -0.229 0.007 0.224
factor(worker_id)2:factor(category_id)96 100 0 0.002 0.091 -0.224 0.005 0.247
factor(worker_id)2:factor(category_id)97 100 0 -0.005 0.087 -0.281 -0.002 0.218
factor(worker_id)2:factor(category_id)98 100 0 -0.011 0.086 -0.320 -0.005 0.206
factor(worker_id)2:factor(category_id)99 100 0 -0.008 0.093 -0.270 -0.009 0.304
factor(worker_id)2:factor(category_id)100 100 0 0.003 0.082 -0.193 0.006 0.182

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(category_id)31 1
factor(category_id)32 1
factor(category_id)33 1
factor(category_id)34 1
factor(category_id)35 1
factor(category_id)36 1
factor(category_id)37 1
factor(category_id)38 1
factor(category_id)39 1
factor(category_id)40 1
factor(category_id)41 1
factor(category_id)42 1
factor(category_id)43 1
factor(category_id)44 1
factor(category_id)45 1
factor(category_id)46 1
factor(category_id)47 1
factor(category_id)48 1
factor(category_id)49 1
factor(category_id)50 1
factor(category_id)51 1
factor(category_id)52 1
factor(category_id)53 1
factor(category_id)54 1
factor(category_id)55 1
factor(category_id)56 1
factor(category_id)57 1
factor(category_id)58 1
factor(category_id)59 1
factor(category_id)60 1
factor(category_id)61 1
factor(category_id)62 1
factor(category_id)63 1
factor(category_id)64 1
factor(category_id)65 1
factor(category_id)66 1
factor(category_id)67 1
factor(category_id)68 1
factor(category_id)69 1
factor(category_id)70 1
factor(category_id)71 1
factor(category_id)72 1
factor(category_id)73 1
factor(category_id)74 1
factor(category_id)75 1
factor(category_id)76 1
factor(category_id)77 1
factor(category_id)78 1
factor(category_id)79 1
factor(category_id)80 1
factor(category_id)81 1
factor(category_id)82 1
factor(category_id)83 1
factor(category_id)84 1
factor(category_id)85 1
factor(category_id)86 1
factor(category_id)87 1
factor(category_id)88 1
factor(category_id)89 1
factor(category_id)90 1
factor(category_id)91 1
factor(category_id)92 1
factor(category_id)93 1
factor(category_id)94 1
factor(category_id)95 1
factor(category_id)96 1
factor(category_id)97 1
factor(category_id)98 1
factor(category_id)99 1
factor(category_id)100 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)2:factor(category_id)3 0.97
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)2:factor(category_id)6 1
factor(worker_id)2:factor(category_id)7 1
factor(worker_id)2:factor(category_id)8 1
factor(worker_id)2:factor(category_id)9 1
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 1
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 1
factor(worker_id)2:factor(category_id)16 1
factor(worker_id)2:factor(category_id)17 0
factor(worker_id)2:factor(category_id)18 1
factor(worker_id)2:factor(category_id)19 1
factor(worker_id)2:factor(category_id)20 0
factor(worker_id)2:factor(category_id)21 0
factor(worker_id)2:factor(category_id)22 1
factor(worker_id)2:factor(category_id)23 1
factor(worker_id)2:factor(category_id)24 0.99
factor(worker_id)2:factor(category_id)25 1
factor(worker_id)2:factor(category_id)26 1
factor(worker_id)2:factor(category_id)27 1
factor(worker_id)2:factor(category_id)28 0
factor(worker_id)2:factor(category_id)29 1
factor(worker_id)2:factor(category_id)30 1
factor(worker_id)2:factor(category_id)31 1
factor(worker_id)2:factor(category_id)32 0
factor(worker_id)2:factor(category_id)33 0.47
factor(worker_id)2:factor(category_id)34 1
factor(worker_id)2:factor(category_id)35 1
factor(worker_id)2:factor(category_id)36 1
factor(worker_id)2:factor(category_id)37 0
factor(worker_id)2:factor(category_id)38 1
factor(worker_id)2:factor(category_id)39 1
factor(worker_id)2:factor(category_id)40 1
factor(worker_id)2:factor(category_id)41 1
factor(worker_id)2:factor(category_id)42 0
factor(worker_id)2:factor(category_id)43 0.72
factor(worker_id)2:factor(category_id)44 1
factor(worker_id)2:factor(category_id)45 0
factor(worker_id)2:factor(category_id)46 1
factor(worker_id)2:factor(category_id)47 0.04
factor(worker_id)2:factor(category_id)48 1
factor(worker_id)2:factor(category_id)49 0.98
factor(worker_id)2:factor(category_id)50 1
factor(worker_id)2:factor(category_id)51 1
factor(worker_id)2:factor(category_id)52 0
factor(worker_id)2:factor(category_id)53 1
factor(worker_id)2:factor(category_id)54 1
factor(worker_id)2:factor(category_id)55 1
factor(worker_id)2:factor(category_id)56 1
factor(worker_id)2:factor(category_id)57 0
factor(worker_id)2:factor(category_id)58 0
factor(worker_id)2:factor(category_id)59 1
factor(worker_id)2:factor(category_id)60 1
factor(worker_id)2:factor(category_id)61 0
factor(worker_id)2:factor(category_id)62 0
factor(worker_id)2:factor(category_id)63 1
factor(worker_id)2:factor(category_id)64 0
factor(worker_id)2:factor(category_id)65 0
factor(worker_id)2:factor(category_id)66 0
factor(worker_id)2:factor(category_id)67 0
factor(worker_id)2:factor(category_id)68 1
factor(worker_id)2:factor(category_id)69 0.66
factor(worker_id)2:factor(category_id)70 1
factor(worker_id)2:factor(category_id)71 1
factor(worker_id)2:factor(category_id)72 0.02
factor(worker_id)2:factor(category_id)73 1
factor(worker_id)2:factor(category_id)74 0
factor(worker_id)2:factor(category_id)75 1
factor(worker_id)2:factor(category_id)76 1
factor(worker_id)2:factor(category_id)77 1
factor(worker_id)2:factor(category_id)78 1
factor(worker_id)2:factor(category_id)79 0.62
factor(worker_id)2:factor(category_id)80 0
factor(worker_id)2:factor(category_id)81 1
factor(worker_id)2:factor(category_id)82 1
factor(worker_id)2:factor(category_id)83 0
factor(worker_id)2:factor(category_id)84 0
factor(worker_id)2:factor(category_id)85 0
factor(worker_id)2:factor(category_id)86 1
factor(worker_id)2:factor(category_id)87 0
factor(worker_id)2:factor(category_id)88 1
factor(worker_id)2:factor(category_id)89 0
factor(worker_id)2:factor(category_id)90 0.99
factor(worker_id)2:factor(category_id)91 1
factor(worker_id)2:factor(category_id)92 0
factor(worker_id)2:factor(category_id)93 0.51
factor(worker_id)2:factor(category_id)94 1
factor(worker_id)2:factor(category_id)95 0
factor(worker_id)2:factor(category_id)96 0
factor(worker_id)2:factor(category_id)97 1
factor(worker_id)2:factor(category_id)98 0
factor(worker_id)2:factor(category_id)99 0
factor(worker_id)2:factor(category_id)100 0

Significant match effect number = 57 out of 99

worker=5 category=2 data

num_process = 10, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.053 0.327 -0.861 -0.053 0.878
factor(worker_id)2 100 0 0.115 0.479 -1.026 0.102 1.335
factor(worker_id)3 100 0 0.052 0.439 -1.364 0.080 1.160
factor(worker_id)4 100 0 0.060 0.467 -1.070 0.066 1.390
factor(worker_id)5 100 0 0.017 0.436 -0.953 -0.008 1.235
factor(category_id)2 100 0 0.049 0.476 -1.089 0.039 1.312
factor(worker_id)2:factor(category_id)2 100 0 -0.130 0.681 -1.699 -0.109 1.559
factor(worker_id)3:factor(category_id)2 100 0 -0.043 0.648 -1.586 -0.028 1.428
factor(worker_id)4:factor(category_id)2 100 0 -0.076 0.679 -1.779 -0.038 1.293
factor(worker_id)5:factor(category_id)2 100 0 -0.016 0.651 -1.614 0.029 1.559

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.49
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 0.39
factor(worker_id)2:factor(category_id)2 0.05
factor(worker_id)3:factor(category_id)2 0.07
factor(worker_id)4:factor(category_id)2 0.39
factor(worker_id)5:factor(category_id)2 0.75

Significant match effect number = 0 out of 4

num_process = 20, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.025 0.228 -0.510 -0.035 0.503
factor(worker_id)2 100 0 0.034 0.296 -0.651 0.063 0.716
factor(worker_id)3 100 0 0.033 0.325 -0.883 0.047 0.826
factor(worker_id)4 100 0 0.011 0.335 -0.837 -0.002 0.970
factor(worker_id)5 100 0 0.056 0.294 -0.489 0.010 0.842
factor(category_id)2 100 0 0.069 0.335 -0.834 0.077 0.730
factor(worker_id)2:factor(category_id)2 100 0 -0.079 0.434 -0.977 -0.094 1.503
factor(worker_id)3:factor(category_id)2 100 0 -0.084 0.487 -1.311 -0.106 1.395
factor(worker_id)4:factor(category_id)2 100 0 -0.045 0.485 -1.188 -0.060 1.154
factor(worker_id)5:factor(category_id)2 100 0 -0.138 0.476 -1.169 -0.131 1.049

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.21
factor(worker_id)3 0.64
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 0.28
factor(worker_id)2:factor(category_id)2 0.81
factor(worker_id)3:factor(category_id)2 0.49
factor(worker_id)4:factor(category_id)2 0.01
factor(worker_id)5:factor(category_id)2 0.63

Significant match effect number = 1 out of 4

num_process = 30, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.012 0.180 -0.506 -0.012 0.376
factor(worker_id)2 100 0 -0.012 0.281 -0.638 -0.005 0.704
factor(worker_id)3 100 0 0.016 0.265 -0.605 0.018 0.534
factor(worker_id)4 100 0 0.045 0.272 -0.638 0.014 0.770
factor(worker_id)5 100 0 -0.007 0.249 -0.524 -0.044 0.653
factor(category_id)2 100 0 0.024 0.240 -0.608 0.012 0.658
factor(worker_id)2:factor(category_id)2 100 0 -0.014 0.375 -0.777 0.007 1.025
factor(worker_id)3:factor(category_id)2 100 0 -0.044 0.339 -0.802 -0.015 1.077
factor(worker_id)4:factor(category_id)2 100 0 -0.062 0.352 -0.931 -0.028 0.657
factor(worker_id)5:factor(category_id)2 100 0 -0.029 0.324 -1.034 -0.043 0.858

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.44
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 0.84
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0.24

Significant match effect number = 1 out of 4

num_process = 40, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.002 0.155 -0.375 -0.002 0.314
factor(worker_id)2 100 0 0.024 0.241 -0.496 0.024 0.608
factor(worker_id)3 100 0 -0.018 0.207 -0.702 -0.006 0.465
factor(worker_id)4 100 0 0.018 0.231 -0.511 0.014 0.768
factor(worker_id)5 100 0 -0.024 0.226 -0.454 -0.028 0.649
factor(category_id)2 100 0 -0.017 0.221 -0.479 -0.018 0.546
factor(worker_id)2:factor(category_id)2 100 0 -0.008 0.339 -0.801 -0.005 0.674
factor(worker_id)3:factor(category_id)2 100 0 0.054 0.305 -0.823 0.050 0.813
factor(worker_id)4:factor(category_id)2 100 0 0.001 0.309 -0.800 0.052 0.742
factor(worker_id)5:factor(category_id)2 100 0 0.059 0.312 -0.644 0.033 0.775

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(worker_id)3 0
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 0
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 0.92
factor(worker_id)4:factor(category_id)2 0.12
factor(worker_id)5:factor(category_id)2 0.91

Significant match effect number = 3 out of 4

num_process = 50, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.006 0.146 -0.382 0.005 0.359
factor(worker_id)2 100 0 -0.004 0.202 -0.534 -0.014 0.412
factor(worker_id)3 100 0 -0.007 0.186 -0.506 0.004 0.402
factor(worker_id)4 100 0 0.010 0.216 -0.532 0.001 0.450
factor(worker_id)5 100 0 -0.018 0.206 -0.495 0.010 0.506
factor(category_id)2 100 0 0.004 0.192 -0.397 -0.007 0.484
factor(worker_id)2:factor(category_id)2 100 0 -0.012 0.293 -0.771 0.006 0.669
factor(worker_id)3:factor(category_id)2 100 0 0.013 0.255 -0.708 0.033 0.788
factor(worker_id)4:factor(category_id)2 100 0 -0.018 0.297 -0.936 -0.017 0.600
factor(worker_id)5:factor(category_id)2 100 0 0.018 0.255 -0.558 0.016 0.591

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.99
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0

Significant match effect number = 0 out of 4

num_process = 100, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.009 0.102 -0.250 -0.004 0.283
factor(worker_id)2 100 0 0.022 0.149 -0.321 0.018 0.494
factor(worker_id)3 100 0 -0.005 0.136 -0.296 0.006 0.368
factor(worker_id)4 100 0 0.008 0.130 -0.334 0.014 0.304
factor(worker_id)5 100 0 0.008 0.140 -0.358 0.006 0.359
factor(category_id)2 100 0 -0.001 0.140 -0.301 -0.007 0.365
factor(worker_id)2:factor(category_id)2 100 0 -0.014 0.205 -0.471 -0.019 0.495
factor(worker_id)3:factor(category_id)2 100 0 0.015 0.198 -0.540 0.006 0.514
factor(worker_id)4:factor(category_id)2 100 0 0.011 0.187 -0.425 0.006 0.385
factor(worker_id)5:factor(category_id)2 100 0 -0.011 0.179 -0.474 -0.008 0.473

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0

Significant match effect number = 0 out of 4

num_process = 500, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.003 0.044 -0.100 -0.007 0.105
factor(worker_id)2 100 0 0.001 0.058 -0.130 0.000 0.150
factor(worker_id)3 100 0 0.002 0.055 -0.127 0.001 0.179
factor(worker_id)4 100 0 0.003 0.062 -0.168 0.011 0.139
factor(worker_id)5 100 0 0.002 0.067 -0.157 0.002 0.155
factor(category_id)2 100 0 -0.004 0.070 -0.203 -0.004 0.132
factor(worker_id)2:factor(category_id)2 100 0 0.004 0.097 -0.224 0.009 0.250
factor(worker_id)3:factor(category_id)2 100 0 0.010 0.094 -0.187 0.009 0.220
factor(worker_id)4:factor(category_id)2 100 0 0.006 0.089 -0.182 -0.008 0.276
factor(worker_id)5:factor(category_id)2 100 0 0.005 0.097 -0.228 -0.003 0.200

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.92
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 1

Significant match effect number = 2 out of 4

worker=5 category=5 data

num_process = 10, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.048 0.295 -0.794 -0.056 0.768
factor(worker_id)2 100 0 0.056 0.402 -0.887 0.064 0.992
factor(worker_id)3 100 0 0.098 0.438 -0.940 0.122 1.299
factor(worker_id)4 100 0 0.110 0.441 -1.097 0.095 1.323
factor(worker_id)5 100 0 0.019 0.462 -1.470 0.025 1.264
factor(category_id)2 100 0 0.051 0.460 -1.055 0.137 1.192
factor(category_id)3 100 0 0.104 0.456 -0.885 0.047 1.202
factor(category_id)4 100 0 0.055 0.427 -0.841 0.017 1.108
factor(category_id)5 100 0 0.033 0.418 -1.145 0.081 1.199
factor(worker_id)2:factor(category_id)2 100 0 -0.067 0.586 -1.425 -0.094 1.351
factor(worker_id)3:factor(category_id)2 100 0 -0.058 0.649 -1.366 -0.169 1.693
factor(worker_id)4:factor(category_id)2 100 0 -0.148 0.646 -1.779 -0.175 1.571
factor(worker_id)5:factor(category_id)2 100 0 -0.022 0.700 -1.648 0.072 1.830
factor(worker_id)2:factor(category_id)3 100 0 -0.061 0.599 -1.334 -0.004 1.536
factor(worker_id)3:factor(category_id)3 100 0 -0.177 0.667 -1.982 -0.196 1.511
factor(worker_id)4:factor(category_id)3 100 0 -0.197 0.636 -2.031 -0.173 1.262
factor(worker_id)5:factor(category_id)3 100 0 -0.107 0.698 -1.600 -0.041 1.452
factor(worker_id)2:factor(category_id)4 100 0 -0.115 0.646 -1.447 -0.224 1.323
factor(worker_id)3:factor(category_id)4 100 0 -0.118 0.603 -1.632 -0.069 1.134
factor(worker_id)4:factor(category_id)4 100 0 -0.152 0.648 -2.024 -0.109 1.235
factor(worker_id)5:factor(category_id)4 100 0 0.005 0.631 -1.397 -0.006 1.823
factor(worker_id)2:factor(category_id)5 100 0 -0.013 0.610 -1.358 -0.024 1.596
factor(worker_id)3:factor(category_id)5 100 0 -0.115 0.610 -2.147 -0.102 1.493
factor(worker_id)4:factor(category_id)5 100 0 -0.033 0.730 -1.697 -0.022 1.602
factor(worker_id)5:factor(category_id)5 100 0 -0.035 0.626 -2.051 0.000 1.403

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.84
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 0.17
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0.16
factor(worker_id)3:factor(category_id)2 0.01
factor(worker_id)4:factor(category_id)2 0.02
factor(worker_id)5:factor(category_id)2 0.11
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0.04
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0.06
factor(worker_id)5:factor(category_id)4 0.01
factor(worker_id)2:factor(category_id)5 0.01
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0.09
factor(worker_id)5:factor(category_id)5 0

Significant match effect number = 0 out of 16

num_process = 20, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.009 0.204 -0.523 -0.003 0.641
factor(worker_id)2 100 0 -0.011 0.288 -0.705 0.043 0.546
factor(worker_id)3 100 0 0.028 0.304 -0.835 0.047 0.817
factor(worker_id)4 100 0 0.000 0.311 -0.850 -0.007 0.878
factor(worker_id)5 100 0 0.003 0.284 -0.952 0.026 0.910
factor(category_id)2 100 0 0.003 0.342 -0.753 0.025 0.776
factor(category_id)3 100 0 -0.036 0.308 -1.009 -0.014 0.586
factor(category_id)4 100 0 -0.036 0.295 -0.635 -0.011 0.668
factor(category_id)5 100 0 -0.018 0.321 -1.014 -0.022 0.908
factor(worker_id)2:factor(category_id)2 100 0 -0.008 0.472 -0.941 -0.085 1.163
factor(worker_id)3:factor(category_id)2 100 0 -0.028 0.468 -1.181 -0.047 1.093
factor(worker_id)4:factor(category_id)2 100 0 0.000 0.468 -1.011 -0.031 1.373
factor(worker_id)5:factor(category_id)2 100 0 -0.031 0.445 -1.083 -0.053 1.351
factor(worker_id)2:factor(category_id)3 100 0 0.061 0.449 -0.862 0.033 1.260
factor(worker_id)3:factor(category_id)3 100 0 0.005 0.463 -1.198 0.018 1.203
factor(worker_id)4:factor(category_id)3 100 0 0.023 0.452 -1.031 0.057 0.925
factor(worker_id)5:factor(category_id)3 100 0 -0.009 0.426 -0.977 -0.026 1.022
factor(worker_id)2:factor(category_id)4 100 0 0.027 0.396 -0.905 0.028 0.940
factor(worker_id)3:factor(category_id)4 100 0 -0.017 0.440 -1.345 -0.006 1.149
factor(worker_id)4:factor(category_id)4 100 0 0.011 0.444 -1.047 -0.036 0.871
factor(worker_id)5:factor(category_id)4 100 0 -0.009 0.387 -1.071 -0.033 0.966
factor(worker_id)2:factor(category_id)5 100 0 -0.018 0.471 -1.217 -0.046 1.041
factor(worker_id)3:factor(category_id)5 100 0 -0.080 0.453 -1.125 -0.088 1.360
factor(worker_id)4:factor(category_id)5 100 0 0.032 0.476 -1.154 0.006 1.197
factor(worker_id)5:factor(category_id)5 100 0 0.012 0.396 -0.969 0.017 1.052

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 0
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 0.05
factor(worker_id)4:factor(category_id)2 1
factor(worker_id)5:factor(category_id)2 0.03
factor(worker_id)2:factor(category_id)3 0.45
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)3:factor(category_id)4 0.04
factor(worker_id)4:factor(category_id)4 0.4
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)3:factor(category_id)5 0.49
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0

Significant match effect number = 4 out of 16

num_process = 30, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.021 0.182 -0.396 0.015 0.403
factor(worker_id)2 100 0 -0.023 0.276 -0.780 -0.005 0.606
factor(worker_id)3 100 0 -0.009 0.278 -0.791 0.029 0.701
factor(worker_id)4 100 0 0.013 0.255 -0.756 0.006 0.545
factor(worker_id)5 100 0 -0.026 0.264 -0.643 -0.011 0.711
factor(category_id)2 100 0 -0.006 0.258 -0.766 -0.007 0.699
factor(category_id)3 100 0 -0.037 0.256 -0.537 -0.020 0.708
factor(category_id)4 100 0 -0.027 0.252 -0.685 -0.044 0.640
factor(category_id)5 100 0 -0.019 0.250 -0.726 -0.005 0.641
factor(worker_id)2:factor(category_id)2 100 0 0.017 0.397 -1.033 0.058 1.104
factor(worker_id)3:factor(category_id)2 100 0 0.037 0.334 -0.762 0.011 1.314
factor(worker_id)4:factor(category_id)2 100 0 -0.001 0.345 -0.883 -0.050 0.819
factor(worker_id)5:factor(category_id)2 100 0 0.001 0.399 -0.774 -0.020 1.061
factor(worker_id)2:factor(category_id)3 100 0 0.072 0.333 -0.891 0.082 1.060
factor(worker_id)3:factor(category_id)3 100 0 -0.008 0.377 -1.273 0.010 0.929
factor(worker_id)4:factor(category_id)3 100 0 0.009 0.346 -0.637 -0.053 0.840
factor(worker_id)5:factor(category_id)3 100 0 0.042 0.391 -1.246 0.035 1.196
factor(worker_id)2:factor(category_id)4 100 0 0.013 0.381 -0.801 -0.002 1.009
factor(worker_id)3:factor(category_id)4 100 0 0.010 0.413 -0.882 -0.035 1.279
factor(worker_id)4:factor(category_id)4 100 0 -0.043 0.339 -0.898 -0.058 0.815
factor(worker_id)5:factor(category_id)4 100 0 0.000 0.341 -0.830 0.013 0.711
factor(worker_id)2:factor(category_id)5 100 0 0.011 0.357 -0.820 -0.041 1.131
factor(worker_id)3:factor(category_id)5 100 0 0.004 0.394 -1.064 -0.027 0.983
factor(worker_id)4:factor(category_id)5 100 0 0.006 0.336 -0.673 0.024 0.912
factor(worker_id)5:factor(category_id)5 100 0 0.053 0.386 -0.779 0.033 1.078

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.97
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0.26
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0.84
factor(worker_id)2:factor(category_id)4 0.9
factor(worker_id)3:factor(category_id)4 0.02
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0.39
factor(worker_id)2:factor(category_id)5 0.09
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0

Significant match effect number = 2 out of 16

num_process = 40, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.027 0.184 -0.546 -0.065 0.379
factor(worker_id)2 100 0 0.037 0.246 -0.444 0.023 0.806
factor(worker_id)3 100 0 0.037 0.243 -0.483 0.059 0.694
factor(worker_id)4 100 0 0.047 0.235 -0.606 0.042 0.491
factor(worker_id)5 100 0 0.018 0.242 -0.515 0.004 0.590
factor(category_id)2 100 0 0.021 0.251 -0.709 0.013 0.624
factor(category_id)3 100 0 0.012 0.244 -0.581 0.020 0.829
factor(category_id)4 100 0 0.045 0.259 -0.578 0.015 0.779
factor(category_id)5 100 0 0.010 0.234 -0.651 0.013 0.800
factor(worker_id)2:factor(category_id)2 100 0 -0.035 0.336 -0.942 -0.048 0.847
factor(worker_id)3:factor(category_id)2 100 0 -0.040 0.363 -0.825 -0.040 0.784
factor(worker_id)4:factor(category_id)2 100 0 -0.028 0.317 -0.741 -0.025 0.873
factor(worker_id)5:factor(category_id)2 100 0 0.002 0.355 -0.865 0.006 0.753
factor(worker_id)2:factor(category_id)3 100 0 -0.018 0.344 -0.900 0.051 0.921
factor(worker_id)3:factor(category_id)3 100 0 -0.048 0.330 -0.910 -0.028 0.772
factor(worker_id)4:factor(category_id)3 100 0 -0.023 0.309 -0.690 -0.038 0.960
factor(worker_id)5:factor(category_id)3 100 0 -0.001 0.322 -0.924 0.036 0.799
factor(worker_id)2:factor(category_id)4 100 0 -0.028 0.327 -1.031 -0.011 0.679
factor(worker_id)3:factor(category_id)4 100 0 -0.070 0.367 -0.962 -0.072 0.647
factor(worker_id)4:factor(category_id)4 100 0 -0.081 0.342 -0.860 -0.036 0.704
factor(worker_id)5:factor(category_id)4 100 0 -0.067 0.319 -0.900 -0.082 0.733
factor(worker_id)2:factor(category_id)5 100 0 -0.027 0.314 -1.136 -0.007 0.711
factor(worker_id)3:factor(category_id)5 100 0 -0.020 0.319 -0.880 0.033 0.771
factor(worker_id)4:factor(category_id)5 100 0 -0.034 0.334 -0.813 -0.010 1.068
factor(worker_id)5:factor(category_id)5 100 0 -0.007 0.314 -1.043 0.002 0.705

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.01
factor(worker_id)3 1
factor(worker_id)4 0
factor(worker_id)5 1
factor(category_id)2 0.69
factor(category_id)3 0.98
factor(category_id)4 0.54
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0.07
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 1
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 1
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)3:factor(category_id)4 0.89
factor(worker_id)4:factor(category_id)4 1
factor(worker_id)5:factor(category_id)4 0.05
factor(worker_id)2:factor(category_id)5 0.99
factor(worker_id)3:factor(category_id)5 0.99
factor(worker_id)4:factor(category_id)5 1
factor(worker_id)5:factor(category_id)5 0.38

Significant match effect number = 9 out of 16

num_process = 50, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.020 0.130 -0.384 -0.016 0.243
factor(worker_id)2 100 0 -0.001 0.183 -0.537 -0.012 0.376
factor(worker_id)3 100 0 0.011 0.187 -0.435 0.019 0.514
factor(worker_id)4 100 0 0.039 0.185 -0.374 0.028 0.512
factor(worker_id)5 100 0 0.019 0.177 -0.443 0.027 0.516
factor(category_id)2 100 0 0.021 0.194 -0.474 0.009 0.475
factor(category_id)3 100 0 0.037 0.210 -0.591 0.032 0.543
factor(category_id)4 100 0 0.010 0.185 -0.420 0.006 0.452
factor(category_id)5 100 0 0.007 0.200 -0.327 -0.007 0.527
factor(worker_id)2:factor(category_id)2 100 0 0.011 0.289 -0.648 -0.016 0.789
factor(worker_id)3:factor(category_id)2 100 0 -0.025 0.270 -0.680 -0.047 0.769
factor(worker_id)4:factor(category_id)2 100 0 -0.046 0.253 -0.554 -0.053 0.656
factor(worker_id)5:factor(category_id)2 100 0 -0.025 0.272 -0.637 0.008 0.545
factor(worker_id)2:factor(category_id)3 100 0 -0.014 0.274 -0.633 -0.011 0.709
factor(worker_id)3:factor(category_id)3 100 0 -0.031 0.284 -0.611 0.016 0.610
factor(worker_id)4:factor(category_id)3 100 0 -0.056 0.290 -0.903 -0.046 0.532
factor(worker_id)5:factor(category_id)3 100 0 -0.042 0.249 -0.756 -0.055 0.526
factor(worker_id)2:factor(category_id)4 100 0 0.021 0.278 -0.627 -0.019 0.726
factor(worker_id)3:factor(category_id)4 100 0 0.043 0.267 -0.577 0.046 0.611
factor(worker_id)4:factor(category_id)4 100 0 -0.018 0.261 -0.880 0.007 0.527
factor(worker_id)5:factor(category_id)4 100 0 -0.012 0.265 -0.608 -0.023 0.639
factor(worker_id)2:factor(category_id)5 100 0 0.008 0.300 -0.770 0.010 0.562
factor(worker_id)3:factor(category_id)5 100 0 0.007 0.282 -0.505 0.033 0.714
factor(worker_id)4:factor(category_id)5 100 0 -0.033 0.277 -0.634 -0.039 0.628
factor(worker_id)5:factor(category_id)5 100 0 -0.012 0.275 -0.683 0.037 0.528

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(worker_id)3 0.25
factor(worker_id)4 1
factor(worker_id)5 0.91
factor(category_id)2 0
factor(category_id)3 0.02
factor(category_id)4 0.02
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0.44
factor(worker_id)3:factor(category_id)2 0.94
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)3:factor(category_id)3 1
factor(worker_id)4:factor(category_id)3 1
factor(worker_id)5:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)3:factor(category_id)4 1
factor(worker_id)4:factor(category_id)4 0.22
factor(worker_id)5:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 0.42
factor(worker_id)5:factor(category_id)5 1

Significant match effect number = 12 out of 16

num_process = 100, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.001 0.084 -0.197 0.004 0.244
factor(worker_id)2 100 0 0.000 0.132 -0.356 0.020 0.286
factor(worker_id)3 100 0 0.001 0.127 -0.402 0.007 0.459
factor(worker_id)4 100 0 -0.002 0.129 -0.243 -0.013 0.303
factor(worker_id)5 100 0 0.000 0.127 -0.313 0.008 0.296
factor(category_id)2 100 0 -0.011 0.148 -0.427 -0.007 0.273
factor(category_id)3 100 0 -0.002 0.136 -0.345 -0.010 0.293
factor(category_id)4 100 0 0.002 0.130 -0.351 0.009 0.259
factor(category_id)5 100 0 -0.015 0.126 -0.371 -0.027 0.361
factor(worker_id)2:factor(category_id)2 100 0 0.021 0.217 -0.394 0.000 0.465
factor(worker_id)3:factor(category_id)2 100 0 0.012 0.198 -0.382 -0.002 0.547
factor(worker_id)4:factor(category_id)2 100 0 0.009 0.185 -0.453 0.023 0.487
factor(worker_id)5:factor(category_id)2 100 0 0.007 0.200 -0.515 -0.004 0.633
factor(worker_id)2:factor(category_id)3 100 0 -0.002 0.205 -0.539 -0.008 0.516
factor(worker_id)3:factor(category_id)3 100 0 0.001 0.193 -0.403 0.005 0.410
factor(worker_id)4:factor(category_id)3 100 0 -0.001 0.199 -0.496 0.017 0.510
factor(worker_id)5:factor(category_id)3 100 0 0.005 0.196 -0.508 0.011 0.452
factor(worker_id)2:factor(category_id)4 100 0 -0.001 0.207 -0.423 -0.005 0.542
factor(worker_id)3:factor(category_id)4 100 0 -0.003 0.226 -0.578 0.012 0.442
factor(worker_id)4:factor(category_id)4 100 0 0.009 0.189 -0.454 0.016 0.459
factor(worker_id)5:factor(category_id)4 100 0 0.001 0.192 -0.511 -0.008 0.490
factor(worker_id)2:factor(category_id)5 100 0 -0.005 0.193 -0.478 -0.022 0.543
factor(worker_id)3:factor(category_id)5 100 0 0.023 0.187 -0.408 0.013 0.648
factor(worker_id)4:factor(category_id)5 100 0 -0.005 0.194 -0.440 -0.016 0.520
factor(worker_id)5:factor(category_id)5 100 0 0.014 0.188 -0.405 0.029 0.375

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 0
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 1
factor(worker_id)4:factor(category_id)2 1
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)2:factor(category_id)3 0.57
factor(worker_id)3:factor(category_id)3 1
factor(worker_id)4:factor(category_id)3 1
factor(worker_id)5:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)3:factor(category_id)4 0.37
factor(worker_id)4:factor(category_id)4 1
factor(worker_id)5:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)3:factor(category_id)5 0.17
factor(worker_id)4:factor(category_id)5 1
factor(worker_id)5:factor(category_id)5 0

Significant match effect number = 12 out of 16

num_process = 500, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.002 0.041 -0.126 0.001 0.081
factor(worker_id)2 100 0 0.003 0.064 -0.176 0.000 0.179
factor(worker_id)3 100 0 0.006 0.056 -0.141 0.000 0.129
factor(worker_id)4 100 0 0.006 0.064 -0.131 -0.001 0.182
factor(worker_id)5 100 0 0.006 0.064 -0.129 0.002 0.153
factor(category_id)2 100 0 0.006 0.061 -0.231 0.005 0.146
factor(category_id)3 100 0 -0.003 0.056 -0.141 -0.001 0.157
factor(category_id)4 100 0 0.000 0.054 -0.126 -0.008 0.130
factor(category_id)5 100 0 0.001 0.057 -0.190 0.004 0.135
factor(worker_id)2:factor(category_id)2 100 0 -0.006 0.083 -0.192 0.002 0.197
factor(worker_id)3:factor(category_id)2 100 0 -0.013 0.092 -0.202 -0.019 0.249
factor(worker_id)4:factor(category_id)2 100 0 -0.006 0.091 -0.261 -0.005 0.265
factor(worker_id)5:factor(category_id)2 100 0 -0.006 0.091 -0.280 -0.010 0.230
factor(worker_id)2:factor(category_id)3 100 0 0.006 0.088 -0.193 0.007 0.279
factor(worker_id)3:factor(category_id)3 100 0 0.003 0.084 -0.249 0.009 0.160
factor(worker_id)4:factor(category_id)3 100 0 0.001 0.095 -0.260 0.004 0.220
factor(worker_id)5:factor(category_id)3 100 0 -0.008 0.078 -0.188 -0.011 0.148
factor(worker_id)2:factor(category_id)4 100 0 0.001 0.085 -0.216 0.000 0.178
factor(worker_id)3:factor(category_id)4 100 0 -0.006 0.085 -0.222 -0.006 0.174
factor(worker_id)4:factor(category_id)4 100 0 -0.005 0.087 -0.248 0.002 0.230
factor(worker_id)5:factor(category_id)4 100 0 -0.004 0.090 -0.264 0.022 0.197
factor(worker_id)2:factor(category_id)5 100 0 0.000 0.083 -0.199 -0.007 0.246
factor(worker_id)3:factor(category_id)5 100 0 -0.006 0.083 -0.264 -0.012 0.210
factor(worker_id)4:factor(category_id)5 100 0 -0.008 0.084 -0.214 -0.007 0.220
factor(worker_id)5:factor(category_id)5 100 0 -0.006 0.090 -0.232 -0.017 0.206

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(worker_id)3 0
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 0
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 1
factor(worker_id)4:factor(category_id)2 1
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)3:factor(category_id)3 1
factor(worker_id)4:factor(category_id)3 1
factor(worker_id)5:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)3:factor(category_id)4 1
factor(worker_id)4:factor(category_id)4 0.98
factor(worker_id)5:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0.94

Significant match effect number = 14 out of 16

worker=5 category=10 data

num_process = 10, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.018 0.313 -0.755 0.053 0.976
factor(worker_id)2 100 0 -0.081 0.435 -1.309 -0.064 0.866
factor(worker_id)3 100 0 -0.057 0.450 -1.405 -0.048 1.159
factor(worker_id)4 100 0 -0.022 0.458 -0.973 -0.076 1.159
factor(worker_id)5 100 0 0.020 0.429 -0.956 -0.026 0.937
factor(category_id)2 100 0 -0.003 0.418 -1.221 0.009 1.041
factor(category_id)3 100 0 -0.016 0.399 -1.041 -0.061 1.137
factor(category_id)4 100 0 -0.035 0.406 -1.115 -0.015 0.932
factor(category_id)5 100 0 -0.037 0.473 -1.499 -0.004 1.216
factor(category_id)6 100 0 0.015 0.455 -1.079 -0.019 1.315
factor(category_id)7 100 0 -0.003 0.455 -0.883 0.000 1.059
factor(category_id)8 100 0 0.050 0.465 -1.245 0.072 1.279
factor(category_id)9 100 0 0.002 0.405 -1.076 -0.027 0.966
factor(category_id)10 100 0 -0.004 0.467 -1.465 -0.014 0.865
factor(worker_id)2:factor(category_id)2 100 0 0.083 0.626 -1.479 0.067 1.757
factor(worker_id)3:factor(category_id)2 100 0 0.045 0.595 -1.254 0.005 1.546
factor(worker_id)4:factor(category_id)2 100 0 0.036 0.549 -1.161 -0.025 1.583
factor(worker_id)5:factor(category_id)2 100 0 -0.076 0.645 -1.603 -0.060 1.314
factor(worker_id)2:factor(category_id)3 100 0 0.075 0.558 -1.196 0.077 1.566
factor(worker_id)3:factor(category_id)3 100 0 -0.004 0.621 -2.219 0.050 1.367
factor(worker_id)4:factor(category_id)3 100 0 0.025 0.635 -1.665 0.104 1.330
factor(worker_id)5:factor(category_id)3 100 0 -0.053 0.530 -1.315 -0.033 1.202
factor(worker_id)2:factor(category_id)4 100 0 0.139 0.609 -1.380 0.125 1.799
factor(worker_id)3:factor(category_id)4 100 0 0.038 0.691 -1.730 0.073 1.633
factor(worker_id)4:factor(category_id)4 100 0 0.067 0.635 -1.238 0.055 1.643
factor(worker_id)5:factor(category_id)4 100 0 -0.018 0.653 -1.835 -0.014 1.507
factor(worker_id)2:factor(category_id)5 100 0 0.108 0.657 -1.871 0.066 1.845
factor(worker_id)3:factor(category_id)5 100 0 0.031 0.643 -1.321 0.016 1.708
factor(worker_id)4:factor(category_id)5 100 0 0.006 0.617 -1.287 -0.023 1.626
factor(worker_id)5:factor(category_id)5 100 0 0.050 0.644 -1.633 0.060 2.133
factor(worker_id)2:factor(category_id)6 100 0 0.104 0.675 -1.643 0.114 2.036
factor(worker_id)3:factor(category_id)6 100 0 0.075 0.617 -1.836 0.077 1.650
factor(worker_id)4:factor(category_id)6 100 0 -0.020 0.651 -1.461 0.012 1.732
factor(worker_id)5:factor(category_id)6 100 0 -0.080 0.635 -1.414 -0.082 1.496
factor(worker_id)2:factor(category_id)7 100 0 0.088 0.667 -1.522 0.066 1.605
factor(worker_id)3:factor(category_id)7 100 0 0.029 0.643 -1.448 -0.042 1.751
factor(worker_id)4:factor(category_id)7 100 0 -0.014 0.709 -1.729 0.051 1.610
factor(worker_id)5:factor(category_id)7 100 0 -0.021 0.635 -1.655 -0.053 1.832
factor(worker_id)2:factor(category_id)8 100 0 0.011 0.624 -1.327 -0.064 1.674
factor(worker_id)3:factor(category_id)8 100 0 -0.072 0.675 -1.400 -0.008 1.532
factor(worker_id)4:factor(category_id)8 100 0 0.017 0.672 -1.902 0.054 1.981
factor(worker_id)5:factor(category_id)8 100 0 -0.084 0.679 -1.964 -0.005 1.597
factor(worker_id)2:factor(category_id)9 100 0 0.041 0.553 -1.249 0.040 1.855
factor(worker_id)3:factor(category_id)9 100 0 -0.037 0.636 -1.430 -0.078 1.650
factor(worker_id)4:factor(category_id)9 100 0 0.029 0.585 -1.481 0.002 1.406
factor(worker_id)5:factor(category_id)9 100 0 -0.048 0.588 -1.583 -0.095 1.683
factor(worker_id)2:factor(category_id)10 100 0 0.104 0.647 -1.308 0.052 1.852
factor(worker_id)3:factor(category_id)10 100 0 0.061 0.667 -1.963 0.110 1.944
factor(worker_id)4:factor(category_id)10 100 0 0.014 0.650 -1.278 -0.059 1.804
factor(worker_id)5:factor(category_id)10 100 0 0.020 0.635 -1.472 -0.002 1.623

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.83
factor(worker_id)3 0.96
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 0.09
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 0.38
factor(worker_id)3:factor(category_id)2 0.13
factor(worker_id)4:factor(category_id)2 0.68
factor(worker_id)5:factor(category_id)2 0.68
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0.97
factor(worker_id)3:factor(category_id)4 0.57
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0.01
factor(worker_id)2:factor(category_id)5 0.07
factor(worker_id)3:factor(category_id)5 0.05
factor(worker_id)4:factor(category_id)5 0.1
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)3:factor(category_id)6 0.02
factor(worker_id)4:factor(category_id)6 0.01
factor(worker_id)5:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)3:factor(category_id)7 0
factor(worker_id)4:factor(category_id)7 0
factor(worker_id)5:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)3:factor(category_id)8 0.14
factor(worker_id)4:factor(category_id)8 0.47
factor(worker_id)5:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)3:factor(category_id)9 0
factor(worker_id)4:factor(category_id)9 0
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 1
factor(worker_id)3:factor(category_id)10 0.98
factor(worker_id)4:factor(category_id)10 0.86
factor(worker_id)5:factor(category_id)10 1

Significant match effect number = 5 out of 36

num_process = 20, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.031 0.219 -0.543 0.018 0.589
factor(worker_id)2 100 0 -0.020 0.309 -0.819 -0.004 0.836
factor(worker_id)3 100 0 -0.039 0.292 -0.701 -0.054 0.724
factor(worker_id)4 100 0 -0.077 0.291 -0.743 -0.053 0.553
factor(worker_id)5 100 0 0.013 0.313 -0.848 -0.010 0.840
factor(category_id)2 100 0 -0.015 0.327 -0.877 -0.023 0.807
factor(category_id)3 100 0 -0.053 0.314 -0.826 -0.071 0.742
factor(category_id)4 100 0 -0.027 0.290 -1.000 -0.038 0.632
factor(category_id)5 100 0 -0.072 0.305 -0.886 -0.056 0.577
factor(category_id)6 100 0 0.022 0.325 -0.644 0.011 0.907
factor(category_id)7 100 0 -0.009 0.298 -0.674 -0.002 0.678
factor(category_id)8 100 0 -0.087 0.293 -0.926 -0.073 0.549
factor(category_id)9 100 0 -0.027 0.291 -1.047 -0.014 0.719
factor(category_id)10 100 0 -0.037 0.315 -0.946 -0.055 0.834
factor(worker_id)2:factor(category_id)2 100 0 -0.006 0.488 -1.037 -0.057 1.377
factor(worker_id)3:factor(category_id)2 100 0 0.019 0.454 -1.552 0.083 1.063
factor(worker_id)4:factor(category_id)2 100 0 0.055 0.444 -1.055 0.014 1.264
factor(worker_id)5:factor(category_id)2 100 0 -0.003 0.451 -1.437 -0.046 1.280
factor(worker_id)2:factor(category_id)3 100 0 0.018 0.426 -0.821 0.014 1.046
factor(worker_id)3:factor(category_id)3 100 0 0.048 0.417 -0.929 0.066 1.288
factor(worker_id)4:factor(category_id)3 100 0 0.090 0.456 -0.877 0.046 1.274
factor(worker_id)5:factor(category_id)3 100 0 0.035 0.429 -0.799 0.010 1.234
factor(worker_id)2:factor(category_id)4 100 0 0.025 0.447 -0.983 -0.029 1.155
factor(worker_id)3:factor(category_id)4 100 0 0.069 0.432 -0.732 0.097 1.480
factor(worker_id)4:factor(category_id)4 100 0 0.071 0.403 -0.660 0.045 0.984
factor(worker_id)5:factor(category_id)4 100 0 -0.036 0.440 -1.051 -0.039 1.077
factor(worker_id)2:factor(category_id)5 100 0 0.107 0.424 -0.976 0.115 1.025
factor(worker_id)3:factor(category_id)5 100 0 0.055 0.434 -0.877 0.087 1.066
factor(worker_id)4:factor(category_id)5 100 0 0.115 0.414 -1.088 0.138 1.029
factor(worker_id)5:factor(category_id)5 100 0 0.055 0.452 -1.104 0.067 1.335
factor(worker_id)2:factor(category_id)6 100 0 -0.018 0.413 -0.901 -0.023 1.000
factor(worker_id)3:factor(category_id)6 100 0 -0.042 0.434 -1.357 -0.018 1.207
factor(worker_id)4:factor(category_id)6 100 0 -0.009 0.449 -0.868 -0.043 1.233
factor(worker_id)5:factor(category_id)6 100 0 -0.045 0.469 -1.222 -0.027 1.010
factor(worker_id)2:factor(category_id)7 100 0 0.010 0.391 -1.109 0.057 0.986
factor(worker_id)3:factor(category_id)7 100 0 0.004 0.453 -1.148 0.024 1.030
factor(worker_id)4:factor(category_id)7 100 0 0.061 0.437 -0.952 0.063 1.030
factor(worker_id)5:factor(category_id)7 100 0 -0.041 0.455 -0.973 0.014 1.342
factor(worker_id)2:factor(category_id)8 100 0 0.063 0.463 -1.033 0.032 1.431
factor(worker_id)3:factor(category_id)8 100 0 0.060 0.422 -0.879 0.061 1.089
factor(worker_id)4:factor(category_id)8 100 0 0.153 0.398 -0.688 0.160 1.026
factor(worker_id)5:factor(category_id)8 100 0 0.037 0.392 -0.692 0.075 1.046
factor(worker_id)2:factor(category_id)9 100 0 -0.043 0.439 -1.112 -0.003 1.295
factor(worker_id)3:factor(category_id)9 100 0 0.032 0.380 -0.726 0.016 1.166
factor(worker_id)4:factor(category_id)9 100 0 0.084 0.401 -0.743 0.078 1.257
factor(worker_id)5:factor(category_id)9 100 0 -0.034 0.420 -1.088 -0.081 1.322
factor(worker_id)2:factor(category_id)10 100 0 0.001 0.446 -1.371 -0.012 1.131
factor(worker_id)3:factor(category_id)10 100 0 0.062 0.428 -0.954 0.102 1.302
factor(worker_id)4:factor(category_id)10 100 0 0.045 0.431 -1.099 0.032 1.043
factor(worker_id)5:factor(category_id)10 100 0 -0.042 0.496 -1.563 -0.041 1.171

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 1
factor(worker_id)5:factor(category_id)3 0.05
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0.02
factor(worker_id)4:factor(category_id)4 0.83
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0.04
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 0
factor(worker_id)5:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0.02
factor(worker_id)3:factor(category_id)7 0
factor(worker_id)4:factor(category_id)7 0.19
factor(worker_id)5:factor(category_id)7 1
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 0.63
factor(worker_id)5:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)3:factor(category_id)9 0
factor(worker_id)4:factor(category_id)9 0
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)3:factor(category_id)10 0
factor(worker_id)4:factor(category_id)10 0.95
factor(worker_id)5:factor(category_id)10 0

Significant match effect number = 4 out of 36

num_process = 30, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.015 0.165 -0.398 0.009 0.468
factor(worker_id)2 100 0 0.002 0.215 -0.755 -0.005 0.443
factor(worker_id)3 100 0 -0.011 0.256 -0.837 -0.003 0.765
factor(worker_id)4 100 0 -0.012 0.255 -0.512 -0.018 0.589
factor(worker_id)5 100 0 -0.018 0.249 -0.570 -0.031 0.564
factor(category_id)2 100 0 -0.037 0.262 -0.697 -0.050 0.647
factor(category_id)3 100 0 -0.027 0.265 -0.582 -0.038 0.479
factor(category_id)4 100 0 -0.043 0.251 -0.846 -0.026 0.478
factor(category_id)5 100 0 -0.028 0.244 -0.697 -0.024 0.753
factor(category_id)6 100 0 -0.035 0.247 -0.648 -0.041 0.608
factor(category_id)7 100 0 0.013 0.239 -0.587 0.016 0.679
factor(category_id)8 100 0 -0.034 0.246 -0.565 -0.060 0.520
factor(category_id)9 100 0 0.003 0.229 -0.462 0.001 0.604
factor(category_id)10 100 0 -0.004 0.233 -0.457 -0.022 0.513
factor(worker_id)2:factor(category_id)2 100 0 0.025 0.331 -0.771 0.000 0.860
factor(worker_id)3:factor(category_id)2 100 0 0.014 0.378 -0.883 -0.018 0.823
factor(worker_id)4:factor(category_id)2 100 0 0.014 0.366 -0.778 -0.007 0.942
factor(worker_id)5:factor(category_id)2 100 0 0.058 0.391 -0.812 0.055 0.915
factor(worker_id)2:factor(category_id)3 100 0 -0.017 0.360 -0.870 0.015 0.894
factor(worker_id)3:factor(category_id)3 100 0 0.024 0.373 -0.821 -0.036 1.102
factor(worker_id)4:factor(category_id)3 100 0 0.009 0.397 -1.521 0.002 0.761
factor(worker_id)5:factor(category_id)3 100 0 0.022 0.365 -1.092 -0.017 0.724
factor(worker_id)2:factor(category_id)4 100 0 0.031 0.343 -0.655 -0.026 0.851
factor(worker_id)3:factor(category_id)4 100 0 0.029 0.358 -1.018 0.008 1.108
factor(worker_id)4:factor(category_id)4 100 0 0.048 0.394 -0.762 0.035 0.996
factor(worker_id)5:factor(category_id)4 100 0 0.038 0.349 -0.733 0.111 0.722
factor(worker_id)2:factor(category_id)5 100 0 0.024 0.319 -0.610 -0.005 0.800
factor(worker_id)3:factor(category_id)5 100 0 0.031 0.333 -1.160 0.028 1.126
factor(worker_id)4:factor(category_id)5 100 0 0.030 0.338 -1.018 0.037 0.824
factor(worker_id)5:factor(category_id)5 100 0 0.044 0.350 -1.166 0.052 1.021
factor(worker_id)2:factor(category_id)6 100 0 0.026 0.337 -0.722 0.021 0.942
factor(worker_id)3:factor(category_id)6 100 0 0.047 0.368 -0.882 0.037 0.938
factor(worker_id)4:factor(category_id)6 100 0 0.034 0.358 -1.145 0.044 0.785
factor(worker_id)5:factor(category_id)6 100 0 0.081 0.366 -0.909 0.088 1.168
factor(worker_id)2:factor(category_id)7 100 0 -0.038 0.306 -0.683 -0.024 0.834
factor(worker_id)3:factor(category_id)7 100 0 -0.020 0.381 -0.982 0.009 0.824
factor(worker_id)4:factor(category_id)7 100 0 -0.037 0.346 -1.103 -0.057 0.819
factor(worker_id)5:factor(category_id)7 100 0 0.014 0.320 -0.710 0.029 0.624
factor(worker_id)2:factor(category_id)8 100 0 0.008 0.326 -0.828 -0.001 0.894
factor(worker_id)3:factor(category_id)8 100 0 0.037 0.347 -0.880 0.031 0.749
factor(worker_id)4:factor(category_id)8 100 0 0.036 0.331 -1.013 0.009 0.813
factor(worker_id)5:factor(category_id)8 100 0 0.040 0.347 -0.934 -0.012 0.841
factor(worker_id)2:factor(category_id)9 100 0 -0.024 0.337 -0.861 -0.047 0.757
factor(worker_id)3:factor(category_id)9 100 0 0.025 0.374 -1.252 0.018 0.804
factor(worker_id)4:factor(category_id)9 100 0 0.024 0.334 -0.835 0.039 0.682
factor(worker_id)5:factor(category_id)9 100 0 0.007 0.326 -0.833 0.003 0.658
factor(worker_id)2:factor(category_id)10 100 0 0.002 0.310 -0.607 -0.028 0.719
factor(worker_id)3:factor(category_id)10 100 0 0.028 0.327 -0.733 0.045 0.905
factor(worker_id)4:factor(category_id)10 100 0 0.016 0.335 -0.822 0.014 0.605
factor(worker_id)5:factor(category_id)10 100 0 -0.057 0.347 -0.898 -0.075 0.811

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 0.29
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 1
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0.45
factor(worker_id)5:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0.99
factor(worker_id)5:factor(category_id)5 0.35
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 0
factor(worker_id)5:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)3:factor(category_id)7 0
factor(worker_id)4:factor(category_id)7 0
factor(worker_id)5:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 0.99
factor(worker_id)5:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)3:factor(category_id)9 0
factor(worker_id)4:factor(category_id)9 0.19
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)3:factor(category_id)10 0
factor(worker_id)4:factor(category_id)10 0.4
factor(worker_id)5:factor(category_id)10 0

Significant match effect number = 4 out of 36

num_process = 40, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.007 0.161 -0.449 -0.014 0.374
factor(worker_id)2 100 0 -0.019 0.234 -0.489 -0.026 0.572
factor(worker_id)3 100 0 0.008 0.233 -0.515 -0.006 0.537
factor(worker_id)4 100 0 -0.009 0.225 -0.399 -0.026 0.716
factor(worker_id)5 100 0 -0.019 0.243 -0.759 -0.004 0.521
factor(category_id)2 100 0 0.015 0.220 -0.473 0.029 0.508
factor(category_id)3 100 0 -0.010 0.231 -0.552 0.002 0.492
factor(category_id)4 100 0 0.014 0.241 -0.573 0.036 0.483
factor(category_id)5 100 0 -0.015 0.228 -0.653 -0.008 0.620
factor(category_id)6 100 0 0.031 0.212 -0.414 0.033 0.553
factor(category_id)7 100 0 -0.007 0.234 -0.517 -0.005 0.576
factor(category_id)8 100 0 0.027 0.226 -0.633 0.048 0.805
factor(category_id)9 100 0 0.010 0.222 -0.486 0.025 0.707
factor(category_id)10 100 0 0.005 0.220 -0.421 0.002 0.523
factor(worker_id)2:factor(category_id)2 100 0 0.000 0.325 -0.954 0.043 0.855
factor(worker_id)3:factor(category_id)2 100 0 -0.016 0.326 -0.900 -0.010 1.007
factor(worker_id)4:factor(category_id)2 100 0 -0.002 0.313 -0.719 0.022 0.724
factor(worker_id)5:factor(category_id)2 100 0 -0.026 0.350 -1.056 -0.035 0.853
factor(worker_id)2:factor(category_id)3 100 0 0.054 0.328 -0.740 0.096 0.775
factor(worker_id)3:factor(category_id)3 100 0 -0.024 0.335 -0.800 -0.022 0.713
factor(worker_id)4:factor(category_id)3 100 0 0.033 0.297 -0.671 0.081 0.722
factor(worker_id)5:factor(category_id)3 100 0 0.051 0.342 -0.730 0.067 1.011
factor(worker_id)2:factor(category_id)4 100 0 -0.041 0.352 -1.045 -0.035 0.739
factor(worker_id)3:factor(category_id)4 100 0 0.003 0.326 -0.972 -0.003 0.830
factor(worker_id)4:factor(category_id)4 100 0 0.008 0.295 -0.704 0.039 0.760
factor(worker_id)5:factor(category_id)4 100 0 0.045 0.341 -0.687 0.010 1.160
factor(worker_id)2:factor(category_id)5 100 0 0.072 0.349 -1.096 0.087 0.783
factor(worker_id)3:factor(category_id)5 100 0 -0.017 0.347 -0.662 -0.027 1.050
factor(worker_id)4:factor(category_id)5 100 0 0.036 0.318 -0.815 0.065 0.677
factor(worker_id)5:factor(category_id)5 100 0 0.047 0.322 -0.669 0.020 0.882
factor(worker_id)2:factor(category_id)6 100 0 -0.018 0.303 -0.642 -0.013 0.698
factor(worker_id)3:factor(category_id)6 100 0 -0.037 0.321 -0.822 -0.041 0.868
factor(worker_id)4:factor(category_id)6 100 0 0.000 0.280 -0.733 0.023 0.694
factor(worker_id)5:factor(category_id)6 100 0 0.004 0.339 -0.892 -0.031 0.915
factor(worker_id)2:factor(category_id)7 100 0 0.046 0.328 -0.749 0.042 0.849
factor(worker_id)3:factor(category_id)7 100 0 0.015 0.305 -0.885 -0.004 0.642
factor(worker_id)4:factor(category_id)7 100 0 0.009 0.304 -0.893 0.031 0.754
factor(worker_id)5:factor(category_id)7 100 0 0.024 0.326 -0.591 0.038 0.961
factor(worker_id)2:factor(category_id)8 100 0 0.005 0.335 -1.176 0.031 0.757
factor(worker_id)3:factor(category_id)8 100 0 -0.024 0.329 -0.697 -0.042 0.920
factor(worker_id)4:factor(category_id)8 100 0 0.007 0.309 -0.717 -0.014 0.693
factor(worker_id)5:factor(category_id)8 100 0 -0.030 0.339 -0.807 -0.023 0.941
factor(worker_id)2:factor(category_id)9 100 0 0.015 0.313 -0.676 0.033 1.029
factor(worker_id)3:factor(category_id)9 100 0 -0.024 0.310 -0.730 -0.001 0.692
factor(worker_id)4:factor(category_id)9 100 0 0.001 0.364 -1.043 0.013 0.670
factor(worker_id)5:factor(category_id)9 100 0 0.024 0.328 -0.706 -0.007 0.821
factor(worker_id)2:factor(category_id)10 100 0 0.009 0.342 -0.814 -0.008 0.756
factor(worker_id)3:factor(category_id)10 100 0 0.013 0.335 -0.766 0.006 0.737
factor(worker_id)4:factor(category_id)10 100 0 -0.001 0.316 -0.799 0.028 0.601
factor(worker_id)5:factor(category_id)10 100 0 0.011 0.311 -0.886 0.023 0.656

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.15
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 0
factor(category_id)3 0.98
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 0.99
factor(worker_id)4:factor(category_id)2 1
factor(worker_id)5:factor(category_id)2 0.97
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)3:factor(category_id)3 0.86
factor(worker_id)4:factor(category_id)3 1
factor(worker_id)5:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 0.18
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 0.77
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 1
factor(worker_id)5:factor(category_id)6 0.08
factor(worker_id)2:factor(category_id)7 1
factor(worker_id)3:factor(category_id)7 0
factor(worker_id)4:factor(category_id)7 0.84
factor(worker_id)5:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0.99
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 1
factor(worker_id)5:factor(category_id)8 0.37
factor(worker_id)2:factor(category_id)9 1
factor(worker_id)3:factor(category_id)9 0
factor(worker_id)4:factor(category_id)9 0.99
factor(worker_id)5:factor(category_id)9 1
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)3:factor(category_id)10 0
factor(worker_id)4:factor(category_id)10 0
factor(worker_id)5:factor(category_id)10 0.17

Significant match effect number = 16 out of 36

num_process = 50, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.005 0.147 -0.355 0.017 0.368
factor(worker_id)2 100 0 -0.012 0.195 -0.540 -0.025 0.547
factor(worker_id)3 100 0 0.003 0.224 -0.594 -0.002 0.551
factor(worker_id)4 100 0 0.009 0.205 -0.424 0.004 0.672
factor(worker_id)5 100 0 0.024 0.239 -0.626 0.001 0.731
factor(category_id)2 100 0 -0.004 0.214 -0.413 -0.037 0.534
factor(category_id)3 100 0 0.027 0.212 -0.435 0.022 0.557
factor(category_id)4 100 0 -0.008 0.204 -0.569 0.006 0.493
factor(category_id)5 100 0 0.002 0.193 -0.393 0.001 0.459
factor(category_id)6 100 0 -0.016 0.200 -0.483 -0.013 0.446
factor(category_id)7 100 0 -0.018 0.225 -0.623 -0.038 0.493
factor(category_id)8 100 0 0.030 0.206 -0.558 0.043 0.544
factor(category_id)9 100 0 -0.032 0.217 -0.679 -0.060 0.443
factor(category_id)10 100 0 0.014 0.214 -0.448 0.004 0.543
factor(worker_id)2:factor(category_id)2 100 0 0.033 0.277 -0.681 0.007 0.651
factor(worker_id)3:factor(category_id)2 100 0 0.008 0.309 -0.649 0.008 0.848
factor(worker_id)4:factor(category_id)2 100 0 -0.003 0.298 -0.934 -0.001 0.597
factor(worker_id)5:factor(category_id)2 100 0 -0.017 0.343 -0.936 0.045 0.801
factor(worker_id)2:factor(category_id)3 100 0 -0.018 0.303 -0.756 -0.032 0.622
factor(worker_id)3:factor(category_id)3 100 0 -0.007 0.291 -0.679 0.020 0.586
factor(worker_id)4:factor(category_id)3 100 0 -0.045 0.285 -0.751 -0.010 0.552
factor(worker_id)5:factor(category_id)3 100 0 -0.053 0.335 -0.977 -0.050 0.698
factor(worker_id)2:factor(category_id)4 100 0 0.044 0.288 -0.684 0.031 0.835
factor(worker_id)3:factor(category_id)4 100 0 0.001 0.290 -0.740 -0.004 0.960
factor(worker_id)4:factor(category_id)4 100 0 0.003 0.289 -0.827 0.000 0.720
factor(worker_id)5:factor(category_id)4 100 0 -0.007 0.310 -1.018 -0.004 0.685
factor(worker_id)2:factor(category_id)5 100 0 -0.006 0.255 -0.732 -0.011 0.565
factor(worker_id)3:factor(category_id)5 100 0 -0.009 0.306 -0.809 -0.014 0.785
factor(worker_id)4:factor(category_id)5 100 0 0.035 0.272 -0.673 0.081 0.692
factor(worker_id)5:factor(category_id)5 100 0 -0.021 0.303 -0.818 -0.021 0.754
factor(worker_id)2:factor(category_id)6 100 0 0.030 0.263 -0.598 -0.001 0.755
factor(worker_id)3:factor(category_id)6 100 0 0.020 0.309 -0.819 0.036 0.780
factor(worker_id)4:factor(category_id)6 100 0 0.023 0.287 -0.787 0.038 0.653
factor(worker_id)5:factor(category_id)6 100 0 -0.031 0.328 -1.015 -0.033 0.756
factor(worker_id)2:factor(category_id)7 100 0 0.022 0.270 -0.549 0.035 0.696
factor(worker_id)3:factor(category_id)7 100 0 0.008 0.339 -1.007 0.000 0.798
factor(worker_id)4:factor(category_id)7 100 0 0.007 0.299 -0.702 0.033 0.766
factor(worker_id)5:factor(category_id)7 100 0 0.003 0.338 -0.863 0.057 0.724
factor(worker_id)2:factor(category_id)8 100 0 -0.007 0.288 -0.600 0.000 0.940
factor(worker_id)3:factor(category_id)8 100 0 -0.004 0.340 -0.728 0.021 0.773
factor(worker_id)4:factor(category_id)8 100 0 -0.037 0.282 -0.660 -0.034 0.713
factor(worker_id)5:factor(category_id)8 100 0 -0.033 0.303 -0.834 -0.028 0.703
factor(worker_id)2:factor(category_id)9 100 0 0.030 0.293 -0.815 0.060 0.840
factor(worker_id)3:factor(category_id)9 100 0 0.040 0.324 -0.752 0.042 1.027
factor(worker_id)4:factor(category_id)9 100 0 -0.004 0.303 -0.685 0.017 0.789
factor(worker_id)5:factor(category_id)9 100 0 0.008 0.320 -0.784 0.001 0.820
factor(worker_id)2:factor(category_id)10 100 0 -0.014 0.279 -0.628 -0.019 0.650
factor(worker_id)3:factor(category_id)10 100 0 0.001 0.299 -0.791 0.025 0.607
factor(worker_id)4:factor(category_id)10 100 0 -0.022 0.302 -0.734 -0.034 0.661
factor(worker_id)5:factor(category_id)10 100 0 -0.058 0.321 -1.094 -0.062 0.710

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.99
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 0.82
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0.9
factor(worker_id)3:factor(category_id)3 1
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0.78
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 0.66
factor(worker_id)4:factor(category_id)5 0.59
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 0.98
factor(worker_id)3:factor(category_id)6 0.94
factor(worker_id)4:factor(category_id)6 0
factor(worker_id)5:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)3:factor(category_id)7 0.86
factor(worker_id)4:factor(category_id)7 0
factor(worker_id)5:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)3:factor(category_id)8 0.56
factor(worker_id)4:factor(category_id)8 0
factor(worker_id)5:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 1
factor(worker_id)3:factor(category_id)9 1
factor(worker_id)4:factor(category_id)9 0
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)3:factor(category_id)10 0
factor(worker_id)4:factor(category_id)10 0
factor(worker_id)5:factor(category_id)10 0

Significant match effect number = 8 out of 36

num_process = 100, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.019 0.107 -0.330 -0.029 0.256
factor(worker_id)2 100 0 0.022 0.144 -0.331 0.018 0.368
factor(worker_id)3 100 0 0.027 0.144 -0.360 0.024 0.357
factor(worker_id)4 100 0 0.025 0.152 -0.386 0.043 0.442
factor(worker_id)5 100 0 0.008 0.152 -0.345 0.000 0.367
factor(category_id)2 100 0 0.015 0.152 -0.308 0.018 0.487
factor(category_id)3 100 0 0.019 0.133 -0.459 0.027 0.315
factor(category_id)4 100 0 0.015 0.131 -0.436 0.028 0.273
factor(category_id)5 100 0 0.038 0.153 -0.365 0.048 0.428
factor(category_id)6 100 0 0.020 0.144 -0.297 0.019 0.360
factor(category_id)7 100 0 0.031 0.139 -0.214 0.006 0.378
factor(category_id)8 100 0 0.020 0.154 -0.441 0.016 0.390
factor(category_id)9 100 0 0.013 0.140 -0.384 0.010 0.420
factor(category_id)10 100 0 0.023 0.144 -0.381 0.029 0.443
factor(worker_id)2:factor(category_id)2 100 0 -0.004 0.187 -0.470 -0.025 0.550
factor(worker_id)3:factor(category_id)2 100 0 -0.018 0.204 -0.521 -0.020 0.421
factor(worker_id)4:factor(category_id)2 100 0 -0.017 0.225 -0.739 -0.042 0.555
factor(worker_id)5:factor(category_id)2 100 0 -0.009 0.220 -0.717 -0.020 0.479
factor(worker_id)2:factor(category_id)3 100 0 -0.008 0.191 -0.524 -0.025 0.549
factor(worker_id)3:factor(category_id)3 100 0 -0.016 0.167 -0.384 -0.029 0.427
factor(worker_id)4:factor(category_id)3 100 0 -0.018 0.192 -0.517 -0.032 0.533
factor(worker_id)5:factor(category_id)3 100 0 -0.001 0.213 -0.464 -0.022 0.635
factor(worker_id)2:factor(category_id)4 100 0 -0.013 0.181 -0.398 -0.023 0.529
factor(worker_id)3:factor(category_id)4 100 0 -0.022 0.191 -0.575 -0.044 0.581
factor(worker_id)4:factor(category_id)4 100 0 -0.025 0.219 -0.438 -0.050 0.656
factor(worker_id)5:factor(category_id)4 100 0 0.004 0.190 -0.560 -0.009 0.587
factor(worker_id)2:factor(category_id)5 100 0 -0.037 0.203 -0.551 -0.032 0.457
factor(worker_id)3:factor(category_id)5 100 0 -0.053 0.191 -0.589 -0.076 0.342
factor(worker_id)4:factor(category_id)5 100 0 -0.057 0.207 -0.594 -0.046 0.376
factor(worker_id)5:factor(category_id)5 100 0 -0.023 0.207 -0.542 -0.011 0.581
factor(worker_id)2:factor(category_id)6 100 0 -0.027 0.202 -0.548 -0.032 0.451
factor(worker_id)3:factor(category_id)6 100 0 -0.015 0.195 -0.480 -0.028 0.387
factor(worker_id)4:factor(category_id)6 100 0 -0.008 0.201 -0.637 -0.012 0.498
factor(worker_id)5:factor(category_id)6 100 0 -0.010 0.213 -0.516 0.017 0.504
factor(worker_id)2:factor(category_id)7 100 0 -0.021 0.189 -0.412 0.004 0.569
factor(worker_id)3:factor(category_id)7 100 0 -0.040 0.186 -0.663 -0.040 0.350
factor(worker_id)4:factor(category_id)7 100 0 -0.017 0.169 -0.398 -0.018 0.308
factor(worker_id)5:factor(category_id)7 100 0 -0.010 0.213 -0.493 0.025 0.564
factor(worker_id)2:factor(category_id)8 100 0 -0.021 0.204 -0.618 -0.027 0.702
factor(worker_id)3:factor(category_id)8 100 0 -0.033 0.208 -0.706 -0.024 0.720
factor(worker_id)4:factor(category_id)8 100 0 -0.028 0.204 -0.506 -0.009 0.454
factor(worker_id)5:factor(category_id)8 100 0 -0.014 0.215 -0.472 -0.036 0.506
factor(worker_id)2:factor(category_id)9 100 0 -0.021 0.209 -0.617 -0.027 0.644
factor(worker_id)3:factor(category_id)9 100 0 -0.032 0.182 -0.526 -0.010 0.465
factor(worker_id)4:factor(category_id)9 100 0 -0.023 0.191 -0.462 -0.042 0.488
factor(worker_id)5:factor(category_id)9 100 0 0.013 0.198 -0.538 0.018 0.465
factor(worker_id)2:factor(category_id)10 100 0 -0.048 0.210 -0.563 -0.053 0.427
factor(worker_id)3:factor(category_id)10 100 0 -0.030 0.217 -0.638 -0.023 0.473
factor(worker_id)4:factor(category_id)10 100 0 -0.018 0.217 -0.668 -0.029 0.612
factor(worker_id)5:factor(category_id)10 100 0 -0.009 0.208 -0.564 -0.021 0.504

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 0.53
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0.25
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 1
factor(worker_id)3:factor(category_id)6 1
factor(worker_id)4:factor(category_id)6 0.99
factor(worker_id)5:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0.01
factor(worker_id)3:factor(category_id)7 0.91
factor(worker_id)4:factor(category_id)7 0.47
factor(worker_id)5:factor(category_id)7 0.51
factor(worker_id)2:factor(category_id)8 1
factor(worker_id)3:factor(category_id)8 0.99
factor(worker_id)4:factor(category_id)8 0
factor(worker_id)5:factor(category_id)8 0.25
factor(worker_id)2:factor(category_id)9 1
factor(worker_id)3:factor(category_id)9 0
factor(worker_id)4:factor(category_id)9 1
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 1
factor(worker_id)3:factor(category_id)10 1
factor(worker_id)4:factor(category_id)10 0.93
factor(worker_id)5:factor(category_id)10 0

Significant match effect number = 12 out of 36

num_process = 500, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.009 0.048 -0.093 0.008 0.129
factor(worker_id)2 100 0 -0.012 0.069 -0.176 -0.014 0.139
factor(worker_id)3 100 0 -0.012 0.075 -0.187 -0.011 0.247
factor(worker_id)4 100 0 -0.009 0.070 -0.161 -0.009 0.207
factor(worker_id)5 100 0 -0.001 0.064 -0.148 -0.003 0.155
factor(category_id)2 100 0 -0.002 0.063 -0.173 0.005 0.131
factor(category_id)3 100 0 -0.008 0.066 -0.177 -0.001 0.130
factor(category_id)4 100 0 -0.011 0.063 -0.202 -0.002 0.115
factor(category_id)5 100 0 -0.013 0.064 -0.174 -0.008 0.121
factor(category_id)6 100 0 -0.012 0.071 -0.158 -0.014 0.170
factor(category_id)7 100 0 -0.001 0.065 -0.160 -0.008 0.141
factor(category_id)8 100 0 -0.006 0.072 -0.154 -0.008 0.172
factor(category_id)9 100 0 -0.010 0.063 -0.163 -0.009 0.122
factor(category_id)10 100 0 -0.011 0.066 -0.225 -0.008 0.150
factor(worker_id)2:factor(category_id)2 100 0 0.000 0.096 -0.219 0.012 0.231
factor(worker_id)3:factor(category_id)2 100 0 0.001 0.087 -0.236 -0.004 0.214
factor(worker_id)4:factor(category_id)2 100 0 0.003 0.093 -0.267 -0.001 0.275
factor(worker_id)5:factor(category_id)2 100 0 -0.009 0.091 -0.244 0.000 0.198
factor(worker_id)2:factor(category_id)3 100 0 0.013 0.100 -0.242 0.018 0.244
factor(worker_id)3:factor(category_id)3 100 0 0.012 0.105 -0.364 0.000 0.305
factor(worker_id)4:factor(category_id)3 100 0 0.001 0.088 -0.212 0.003 0.177
factor(worker_id)5:factor(category_id)3 100 0 -0.005 0.091 -0.237 0.000 0.174
factor(worker_id)2:factor(category_id)4 100 0 0.019 0.080 -0.164 0.022 0.201
factor(worker_id)3:factor(category_id)4 100 0 0.015 0.100 -0.217 0.007 0.316
factor(worker_id)4:factor(category_id)4 100 0 0.017 0.088 -0.184 0.025 0.276
factor(worker_id)5:factor(category_id)4 100 0 -0.007 0.081 -0.204 -0.007 0.174
factor(worker_id)2:factor(category_id)5 100 0 0.017 0.096 -0.201 0.020 0.242
factor(worker_id)3:factor(category_id)5 100 0 0.014 0.096 -0.241 0.008 0.252
factor(worker_id)4:factor(category_id)5 100 0 0.010 0.094 -0.189 0.005 0.206
factor(worker_id)5:factor(category_id)5 100 0 0.006 0.092 -0.223 0.008 0.220
factor(worker_id)2:factor(category_id)6 100 0 0.017 0.091 -0.256 0.025 0.217
factor(worker_id)3:factor(category_id)6 100 0 0.019 0.095 -0.224 0.020 0.234
factor(worker_id)4:factor(category_id)6 100 0 0.005 0.101 -0.264 0.015 0.228
factor(worker_id)5:factor(category_id)6 100 0 0.012 0.097 -0.171 0.012 0.222
factor(worker_id)2:factor(category_id)7 100 0 0.011 0.100 -0.199 0.017 0.203
factor(worker_id)3:factor(category_id)7 100 0 0.007 0.091 -0.215 -0.002 0.252
factor(worker_id)4:factor(category_id)7 100 0 -0.001 0.093 -0.314 0.012 0.221
factor(worker_id)5:factor(category_id)7 100 0 -0.009 0.084 -0.207 -0.010 0.187
factor(worker_id)2:factor(category_id)8 100 0 0.005 0.110 -0.302 0.017 0.259
factor(worker_id)3:factor(category_id)8 100 0 0.009 0.103 -0.308 0.011 0.217
factor(worker_id)4:factor(category_id)8 100 0 0.007 0.106 -0.334 0.014 0.216
factor(worker_id)5:factor(category_id)8 100 0 -0.010 0.103 -0.285 -0.001 0.196
factor(worker_id)2:factor(category_id)9 100 0 0.014 0.089 -0.204 0.013 0.224
factor(worker_id)3:factor(category_id)9 100 0 0.013 0.090 -0.187 0.003 0.213
factor(worker_id)4:factor(category_id)9 100 0 0.007 0.092 -0.242 0.023 0.201
factor(worker_id)5:factor(category_id)9 100 0 0.007 0.090 -0.274 0.003 0.296
factor(worker_id)2:factor(category_id)10 100 0 0.025 0.091 -0.200 0.026 0.324
factor(worker_id)3:factor(category_id)10 100 0 0.014 0.101 -0.275 0.017 0.235
factor(worker_id)4:factor(category_id)10 100 0 0.000 0.092 -0.290 0.000 0.212
factor(worker_id)5:factor(category_id)10 100 0 0.002 0.089 -0.209 0.008 0.248

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 0.12
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 0.79
factor(worker_id)4:factor(category_id)2 0.99
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)3:factor(category_id)3 1
factor(worker_id)4:factor(category_id)3 1
factor(worker_id)5:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)3:factor(category_id)4 1
factor(worker_id)4:factor(category_id)4 1
factor(worker_id)5:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 0.69
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)3:factor(category_id)6 1
factor(worker_id)4:factor(category_id)6 0
factor(worker_id)5:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 1
factor(worker_id)3:factor(category_id)7 1
factor(worker_id)4:factor(category_id)7 1
factor(worker_id)5:factor(category_id)7 0.09
factor(worker_id)2:factor(category_id)8 1
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 0
factor(worker_id)5:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 1
factor(worker_id)3:factor(category_id)9 1
factor(worker_id)4:factor(category_id)9 1
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 1
factor(worker_id)3:factor(category_id)10 1
factor(worker_id)4:factor(category_id)10 1
factor(worker_id)5:factor(category_id)10 0

Significant match effect number = 24 out of 36

worker=5 category=20 data

num_process = 10, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.017 0.334 -0.689 0.039 0.803
factor(worker_id)2 100 0 0.027 0.468 -0.769 0.038 1.476
factor(worker_id)3 100 0 -0.010 0.464 -1.195 0.016 0.800
factor(worker_id)4 100 0 -0.018 0.501 -1.324 -0.004 1.038
factor(worker_id)5 100 0 -0.014 0.433 -1.065 -0.028 1.012
factor(category_id)2 100 0 -0.005 0.425 -0.928 -0.044 1.077
factor(category_id)3 100 0 0.000 0.467 -1.118 0.017 1.059
factor(category_id)4 100 0 -0.018 0.460 -1.019 0.018 1.030
factor(category_id)5 100 0 -0.020 0.486 -1.296 -0.110 1.187
factor(category_id)6 100 0 0.006 0.415 -1.014 -0.026 0.953
factor(category_id)7 100 0 0.011 0.515 -1.246 0.006 1.294
factor(category_id)8 100 0 0.016 0.480 -0.982 -0.005 1.078
factor(category_id)9 100 0 -0.020 0.432 -1.130 -0.021 0.933
factor(category_id)10 100 0 -0.004 0.466 -1.040 0.021 0.850
factor(category_id)11 100 0 -0.063 0.427 -1.200 -0.037 0.826
factor(category_id)12 100 0 -0.038 0.449 -1.388 -0.002 0.824
factor(category_id)13 100 0 -0.025 0.448 -1.096 -0.013 1.057
factor(category_id)14 100 0 -0.046 0.447 -1.231 -0.040 0.949
factor(category_id)15 100 0 0.033 0.446 -0.883 0.078 1.050
factor(category_id)16 100 0 -0.007 0.502 -1.235 -0.066 1.139
factor(category_id)17 100 0 -0.004 0.437 -1.091 -0.009 0.868
factor(category_id)18 100 0 -0.020 0.501 -1.158 -0.036 1.300
factor(category_id)19 100 0 -0.022 0.466 -1.276 -0.020 0.907
factor(category_id)20 100 0 -0.006 0.433 -1.219 0.014 1.397
factor(worker_id)2:factor(category_id)2 100 0 0.025 0.636 -1.589 0.047 1.351
factor(worker_id)3:factor(category_id)2 100 0 -0.039 0.604 -1.130 -0.021 1.525
factor(worker_id)4:factor(category_id)2 100 0 0.036 0.675 -1.534 0.056 1.995
factor(worker_id)5:factor(category_id)2 100 0 0.030 0.583 -1.463 0.065 1.465
factor(worker_id)2:factor(category_id)3 100 0 -0.073 0.684 -1.976 -0.048 1.296
factor(worker_id)3:factor(category_id)3 100 0 -0.003 0.640 -1.276 -0.016 1.516
factor(worker_id)4:factor(category_id)3 100 0 -0.014 0.679 -1.720 -0.023 1.832
factor(worker_id)5:factor(category_id)3 100 0 0.003 0.619 -1.785 -0.036 1.414
factor(worker_id)2:factor(category_id)4 100 0 -0.004 0.652 -2.095 0.025 1.684
factor(worker_id)3:factor(category_id)4 100 0 0.041 0.609 -1.581 0.172 1.408
factor(worker_id)4:factor(category_id)4 100 0 0.019 0.708 -1.573 0.101 1.979
factor(worker_id)5:factor(category_id)4 100 0 0.004 0.591 -1.279 0.014 1.251
factor(worker_id)2:factor(category_id)5 100 0 0.011 0.688 -2.118 0.066 1.797
factor(worker_id)3:factor(category_id)5 100 0 0.040 0.600 -1.303 0.092 1.490
factor(worker_id)4:factor(category_id)5 100 0 0.071 0.717 -1.803 0.036 1.856
factor(worker_id)5:factor(category_id)5 100 0 0.017 0.631 -1.550 -0.011 1.708
factor(worker_id)2:factor(category_id)6 100 0 -0.026 0.581 -1.271 0.014 1.454
factor(worker_id)3:factor(category_id)6 100 0 -0.027 0.599 -1.301 -0.078 1.495
factor(worker_id)4:factor(category_id)6 100 0 -0.003 0.662 -1.702 -0.005 1.876
factor(worker_id)5:factor(category_id)6 100 0 0.001 0.614 -1.505 -0.009 1.471
factor(worker_id)2:factor(category_id)7 100 0 0.033 0.787 -1.974 0.092 1.825
factor(worker_id)3:factor(category_id)7 100 0 -0.078 0.668 -1.710 -0.100 1.484
factor(worker_id)4:factor(category_id)7 100 0 -0.041 0.749 -1.817 -0.204 1.865
factor(worker_id)5:factor(category_id)7 100 0 -0.049 0.600 -1.317 -0.065 1.530
factor(worker_id)2:factor(category_id)8 100 0 -0.073 0.628 -1.761 0.001 1.315
factor(worker_id)3:factor(category_id)8 100 0 -0.021 0.636 -1.241 -0.056 1.639
factor(worker_id)4:factor(category_id)8 100 0 -0.062 0.627 -1.538 -0.096 1.471
factor(worker_id)5:factor(category_id)8 100 0 0.000 0.645 -1.313 -0.041 1.335
factor(worker_id)2:factor(category_id)9 100 0 -0.033 0.630 -2.152 -0.092 1.416
factor(worker_id)3:factor(category_id)9 100 0 0.016 0.638 -1.512 -0.015 2.094
factor(worker_id)4:factor(category_id)9 100 0 -0.010 0.649 -2.202 -0.081 1.397
factor(worker_id)5:factor(category_id)9 100 0 0.093 0.616 -1.160 0.051 1.708
factor(worker_id)2:factor(category_id)10 100 0 0.008 0.629 -2.138 -0.006 1.255
factor(worker_id)3:factor(category_id)10 100 0 0.039 0.638 -1.355 0.066 1.350
factor(worker_id)4:factor(category_id)10 100 0 0.037 0.634 -1.169 0.074 1.663
factor(worker_id)5:factor(category_id)10 100 0 -0.012 0.641 -1.767 0.011 1.270
factor(worker_id)2:factor(category_id)11 100 0 0.040 0.581 -1.702 0.034 1.405
factor(worker_id)3:factor(category_id)11 100 0 -0.002 0.642 -1.671 0.002 1.734
factor(worker_id)4:factor(category_id)11 100 0 0.069 0.661 -1.506 0.125 1.526
factor(worker_id)5:factor(category_id)11 100 0 0.115 0.648 -1.524 0.123 1.564
factor(worker_id)2:factor(category_id)12 100 0 -0.056 0.674 -1.721 0.015 1.426
factor(worker_id)3:factor(category_id)12 100 0 0.006 0.637 -1.462 -0.058 1.638
factor(worker_id)4:factor(category_id)12 100 0 0.037 0.672 -1.449 0.018 1.724
factor(worker_id)5:factor(category_id)12 100 0 0.045 0.549 -1.318 -0.008 1.424
factor(worker_id)2:factor(category_id)13 100 0 -0.010 0.569 -1.318 -0.023 1.617
factor(worker_id)3:factor(category_id)13 100 0 0.035 0.590 -1.068 0.039 1.510
factor(worker_id)4:factor(category_id)13 100 0 0.078 0.696 -1.572 0.060 1.960
factor(worker_id)5:factor(category_id)13 100 0 0.009 0.599 -1.131 -0.054 1.389
factor(worker_id)2:factor(category_id)14 100 0 0.013 0.687 -1.718 0.058 1.869
factor(worker_id)3:factor(category_id)14 100 0 0.047 0.706 -1.541 -0.032 2.154
factor(worker_id)4:factor(category_id)14 100 0 0.073 0.663 -1.600 0.064 1.800
factor(worker_id)5:factor(category_id)14 100 0 0.044 0.588 -1.135 0.043 1.531
factor(worker_id)2:factor(category_id)15 100 0 -0.066 0.591 -1.439 -0.078 1.034
factor(worker_id)3:factor(category_id)15 100 0 0.057 0.639 -1.349 0.054 1.501
factor(worker_id)4:factor(category_id)15 100 0 -0.041 0.698 -1.677 -0.023 1.725
factor(worker_id)5:factor(category_id)15 100 0 -0.103 0.640 -1.678 -0.093 1.382
factor(worker_id)2:factor(category_id)16 100 0 -0.003 0.648 -1.439 0.033 1.411
factor(worker_id)3:factor(category_id)16 100 0 0.021 0.642 -1.388 -0.019 1.646
factor(worker_id)4:factor(category_id)16 100 0 -0.050 0.766 -1.983 0.015 1.715
factor(worker_id)5:factor(category_id)16 100 0 0.023 0.658 -2.092 0.028 1.580
factor(worker_id)2:factor(category_id)17 100 0 -0.026 0.651 -1.519 -0.047 1.284
factor(worker_id)3:factor(category_id)17 100 0 -0.022 0.616 -1.282 0.001 1.443
factor(worker_id)4:factor(category_id)17 100 0 -0.050 0.644 -1.346 0.043 1.942
factor(worker_id)5:factor(category_id)17 100 0 0.044 0.639 -1.554 0.012 1.656
factor(worker_id)2:factor(category_id)18 100 0 -0.054 0.666 -2.165 -0.055 1.611
factor(worker_id)3:factor(category_id)18 100 0 -0.034 0.710 -2.264 -0.071 1.674
factor(worker_id)4:factor(category_id)18 100 0 0.030 0.667 -2.103 -0.087 1.762
factor(worker_id)5:factor(category_id)18 100 0 0.039 0.640 -1.827 -0.018 1.807
factor(worker_id)2:factor(category_id)19 100 0 -0.070 0.621 -1.433 -0.101 1.540
factor(worker_id)3:factor(category_id)19 100 0 0.025 0.625 -1.549 -0.006 1.498
factor(worker_id)4:factor(category_id)19 100 0 -0.007 0.623 -1.535 -0.037 1.497
factor(worker_id)5:factor(category_id)19 100 0 0.030 0.621 -1.693 -0.014 1.772
factor(worker_id)2:factor(category_id)20 100 0 -0.083 0.667 -1.813 -0.021 1.274
factor(worker_id)3:factor(category_id)20 100 0 0.019 0.579 -1.135 -0.050 1.462
factor(worker_id)4:factor(category_id)20 100 0 -0.014 0.595 -1.694 0.033 1.655
factor(worker_id)5:factor(category_id)20 100 0 -0.019 0.613 -1.404 -0.029 1.491

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 0
factor(category_id)3 0.9
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(worker_id)2:factor(category_id)2 0.03
factor(worker_id)3:factor(category_id)2 0.04
factor(worker_id)4:factor(category_id)2 0.04
factor(worker_id)5:factor(category_id)2 0.02
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0.08
factor(worker_id)4:factor(category_id)3 0.26
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 0.16
factor(worker_id)4:factor(category_id)5 0.84
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)3:factor(category_id)6 0.05
factor(worker_id)4:factor(category_id)6 0.91
factor(worker_id)5:factor(category_id)6 0.05
factor(worker_id)2:factor(category_id)7 0.48
factor(worker_id)3:factor(category_id)7 0.04
factor(worker_id)4:factor(category_id)7 0.17
factor(worker_id)5:factor(category_id)7 0.14
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 0
factor(worker_id)5:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0.27
factor(worker_id)3:factor(category_id)9 0.34
factor(worker_id)4:factor(category_id)9 0.28
factor(worker_id)5:factor(category_id)9 0.15
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)3:factor(category_id)10 0
factor(worker_id)4:factor(category_id)10 0.02
factor(worker_id)5:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0
factor(worker_id)3:factor(category_id)11 0
factor(worker_id)4:factor(category_id)11 0.16
factor(worker_id)5:factor(category_id)11 0
factor(worker_id)2:factor(category_id)12 0.57
factor(worker_id)3:factor(category_id)12 0.13
factor(worker_id)4:factor(category_id)12 1
factor(worker_id)5:factor(category_id)12 0.75
factor(worker_id)2:factor(category_id)13 0.02
factor(worker_id)3:factor(category_id)13 0.11
factor(worker_id)4:factor(category_id)13 0.38
factor(worker_id)5:factor(category_id)13 0.49
factor(worker_id)2:factor(category_id)14 0.26
factor(worker_id)3:factor(category_id)14 0.13
factor(worker_id)4:factor(category_id)14 0
factor(worker_id)5:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)3:factor(category_id)15 0
factor(worker_id)4:factor(category_id)15 0
factor(worker_id)5:factor(category_id)15 0
factor(worker_id)2:factor(category_id)16 0
factor(worker_id)3:factor(category_id)16 0.06
factor(worker_id)4:factor(category_id)16 0.13
factor(worker_id)5:factor(category_id)16 0
factor(worker_id)2:factor(category_id)17 0
factor(worker_id)3:factor(category_id)17 0
factor(worker_id)4:factor(category_id)17 0
factor(worker_id)5:factor(category_id)17 0
factor(worker_id)2:factor(category_id)18 0
factor(worker_id)3:factor(category_id)18 0.02
factor(worker_id)4:factor(category_id)18 0.02
factor(worker_id)5:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 0
factor(worker_id)3:factor(category_id)19 0.01
factor(worker_id)4:factor(category_id)19 0
factor(worker_id)5:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 0.02
factor(worker_id)3:factor(category_id)20 0.01
factor(worker_id)4:factor(category_id)20 0
factor(worker_id)5:factor(category_id)20 0.03

Significant match effect number = 3 out of 76

num_process = 20, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.002 0.202 -0.532 -0.001 0.421
factor(worker_id)2 100 0 0.028 0.303 -0.769 0.017 0.807
factor(worker_id)3 100 0 -0.001 0.303 -0.905 -0.026 0.863
factor(worker_id)4 100 0 -0.003 0.269 -0.758 -0.007 0.658
factor(worker_id)5 100 0 0.028 0.294 -0.718 0.023 0.702
factor(category_id)2 100 0 0.064 0.309 -0.542 0.081 0.800
factor(category_id)3 100 0 -0.001 0.265 -0.718 -0.036 0.737
factor(category_id)4 100 0 -0.062 0.318 -0.784 -0.074 0.631
factor(category_id)5 100 0 0.014 0.301 -0.723 0.017 0.617
factor(category_id)6 100 0 -0.029 0.265 -0.686 -0.005 0.759
factor(category_id)7 100 0 0.018 0.278 -0.746 0.033 0.742
factor(category_id)8 100 0 0.017 0.303 -0.556 -0.010 1.026
factor(category_id)9 100 0 -0.027 0.317 -0.780 -0.065 1.101
factor(category_id)10 100 0 -0.034 0.269 -0.620 -0.040 0.545
factor(category_id)11 100 0 0.005 0.317 -1.024 -0.001 0.747
factor(category_id)12 100 0 0.020 0.309 -0.663 -0.003 0.995
factor(category_id)13 100 0 0.001 0.311 -0.656 -0.010 0.941
factor(category_id)14 100 0 -0.004 0.304 -0.936 0.021 0.790
factor(category_id)15 100 0 0.001 0.290 -0.721 0.003 0.764
factor(category_id)16 100 0 0.019 0.323 -0.647 -0.010 0.881
factor(category_id)17 100 0 0.034 0.273 -0.610 0.040 0.711
factor(category_id)18 100 0 0.031 0.283 -0.593 0.020 0.712
factor(category_id)19 100 0 -0.004 0.290 -0.705 -0.026 0.796
factor(category_id)20 100 0 0.036 0.306 -0.678 0.031 0.789
factor(worker_id)2:factor(category_id)2 100 0 -0.096 0.380 -0.957 -0.077 1.249
factor(worker_id)3:factor(category_id)2 100 0 -0.033 0.435 -1.273 -0.050 1.035
factor(worker_id)4:factor(category_id)2 100 0 -0.083 0.472 -1.305 -0.093 1.199
factor(worker_id)5:factor(category_id)2 100 0 -0.098 0.417 -1.053 -0.062 0.977
factor(worker_id)2:factor(category_id)3 100 0 -0.025 0.399 -0.986 -0.065 1.114
factor(worker_id)3:factor(category_id)3 100 0 0.019 0.401 -1.256 0.056 0.935
factor(worker_id)4:factor(category_id)3 100 0 0.033 0.356 -0.822 0.031 1.213
factor(worker_id)5:factor(category_id)3 100 0 -0.015 0.435 -0.855 -0.046 0.907
factor(worker_id)2:factor(category_id)4 100 0 0.035 0.426 -0.900 0.026 1.029
factor(worker_id)3:factor(category_id)4 100 0 0.061 0.461 -1.223 0.089 1.162
factor(worker_id)4:factor(category_id)4 100 0 0.060 0.433 -1.071 0.092 1.002
factor(worker_id)5:factor(category_id)4 100 0 0.039 0.413 -0.788 0.051 1.332
factor(worker_id)2:factor(category_id)5 100 0 -0.015 0.422 -0.865 -0.065 0.920
factor(worker_id)3:factor(category_id)5 100 0 0.022 0.428 -1.306 0.053 1.111
factor(worker_id)4:factor(category_id)5 100 0 -0.012 0.434 -1.016 -0.036 0.839
factor(worker_id)5:factor(category_id)5 100 0 -0.025 0.424 -0.851 -0.101 0.869
factor(worker_id)2:factor(category_id)6 100 0 0.030 0.416 -0.859 0.017 1.177
factor(worker_id)3:factor(category_id)6 100 0 0.018 0.412 -1.256 0.021 0.975
factor(worker_id)4:factor(category_id)6 100 0 -0.013 0.396 -0.788 -0.035 1.057
factor(worker_id)5:factor(category_id)6 100 0 -0.003 0.439 -1.114 0.053 1.186
factor(worker_id)2:factor(category_id)7 100 0 -0.057 0.442 -1.150 -0.021 0.885
factor(worker_id)3:factor(category_id)7 100 0 -0.039 0.424 -1.228 -0.022 0.993
factor(worker_id)4:factor(category_id)7 100 0 -0.002 0.424 -0.898 -0.026 1.139
factor(worker_id)5:factor(category_id)7 100 0 -0.047 0.423 -0.905 -0.040 1.102
factor(worker_id)2:factor(category_id)8 100 0 -0.037 0.444 -1.079 -0.029 1.030
factor(worker_id)3:factor(category_id)8 100 0 -0.031 0.446 -1.220 -0.013 0.911
factor(worker_id)4:factor(category_id)8 100 0 -0.043 0.380 -0.988 -0.050 0.792
factor(worker_id)5:factor(category_id)8 100 0 -0.039 0.446 -1.058 -0.074 1.273
factor(worker_id)2:factor(category_id)9 100 0 -0.005 0.454 -1.244 0.005 1.049
factor(worker_id)3:factor(category_id)9 100 0 0.029 0.452 -1.414 0.027 0.961
factor(worker_id)4:factor(category_id)9 100 0 0.088 0.441 -1.296 0.063 1.003
factor(worker_id)5:factor(category_id)9 100 0 0.027 0.499 -1.692 0.025 1.063
factor(worker_id)2:factor(category_id)10 100 0 0.019 0.444 -1.104 0.020 1.175
factor(worker_id)3:factor(category_id)10 100 0 0.050 0.395 -0.816 0.038 0.898
factor(worker_id)4:factor(category_id)10 100 0 0.031 0.461 -1.040 0.049 1.291
factor(worker_id)5:factor(category_id)10 100 0 0.004 0.427 -0.969 0.052 1.120
factor(worker_id)2:factor(category_id)11 100 0 -0.064 0.423 -1.014 -0.105 1.027
factor(worker_id)3:factor(category_id)11 100 0 -0.009 0.443 -1.028 0.023 1.286
factor(worker_id)4:factor(category_id)11 100 0 0.021 0.429 -0.987 -0.010 1.272
factor(worker_id)5:factor(category_id)11 100 0 -0.042 0.402 -0.980 -0.101 1.029
factor(worker_id)2:factor(category_id)12 100 0 -0.054 0.470 -1.747 0.015 0.922
factor(worker_id)3:factor(category_id)12 100 0 -0.025 0.490 -1.257 -0.011 1.271
factor(worker_id)4:factor(category_id)12 100 0 -0.009 0.447 -0.959 -0.032 0.882
factor(worker_id)5:factor(category_id)12 100 0 -0.046 0.416 -0.942 -0.062 0.972
factor(worker_id)2:factor(category_id)13 100 0 -0.016 0.445 -1.188 -0.001 0.897
factor(worker_id)3:factor(category_id)13 100 0 0.036 0.461 -1.333 0.075 1.291
factor(worker_id)4:factor(category_id)13 100 0 -0.006 0.406 -1.113 -0.044 0.840
factor(worker_id)5:factor(category_id)13 100 0 -0.025 0.456 -1.172 0.020 0.814
factor(worker_id)2:factor(category_id)14 100 0 -0.019 0.409 -0.994 -0.051 1.109
factor(worker_id)3:factor(category_id)14 100 0 0.005 0.453 -0.956 0.018 1.048
factor(worker_id)4:factor(category_id)14 100 0 -0.040 0.404 -1.204 -0.039 0.959
factor(worker_id)5:factor(category_id)14 100 0 0.011 0.444 -0.824 -0.010 1.005
factor(worker_id)2:factor(category_id)15 100 0 -0.052 0.420 -1.269 -0.070 0.922
factor(worker_id)3:factor(category_id)15 100 0 -0.007 0.409 -1.044 -0.020 0.932
factor(worker_id)4:factor(category_id)15 100 0 0.023 0.407 -1.007 0.045 0.989
factor(worker_id)5:factor(category_id)15 100 0 -0.044 0.431 -1.100 -0.051 0.839
factor(worker_id)2:factor(category_id)16 100 0 -0.071 0.422 -1.194 -0.088 0.843
factor(worker_id)3:factor(category_id)16 100 0 -0.033 0.422 -0.872 -0.040 1.174
factor(worker_id)4:factor(category_id)16 100 0 -0.008 0.418 -1.326 -0.030 0.735
factor(worker_id)5:factor(category_id)16 100 0 -0.033 0.472 -1.195 -0.037 1.168
factor(worker_id)2:factor(category_id)17 100 0 -0.088 0.417 -1.040 -0.104 0.803
factor(worker_id)3:factor(category_id)17 100 0 -0.038 0.410 -1.098 0.017 0.777
factor(worker_id)4:factor(category_id)17 100 0 -0.035 0.381 -1.016 -0.016 0.773
factor(worker_id)5:factor(category_id)17 100 0 0.000 0.414 -1.406 0.033 0.909
factor(worker_id)2:factor(category_id)18 100 0 -0.040 0.410 -0.948 -0.098 0.913
factor(worker_id)3:factor(category_id)18 100 0 0.006 0.405 -0.845 0.000 1.016
factor(worker_id)4:factor(category_id)18 100 0 -0.072 0.389 -1.066 -0.069 0.902
factor(worker_id)5:factor(category_id)18 100 0 -0.074 0.459 -1.056 -0.088 1.062
factor(worker_id)2:factor(category_id)19 100 0 0.006 0.400 -0.985 -0.021 0.970
factor(worker_id)3:factor(category_id)19 100 0 0.011 0.483 -1.192 0.016 1.134
factor(worker_id)4:factor(category_id)19 100 0 0.038 0.425 -0.789 0.025 1.128
factor(worker_id)5:factor(category_id)19 100 0 -0.010 0.440 -1.045 -0.011 1.132
factor(worker_id)2:factor(category_id)20 100 0 -0.080 0.445 -1.219 -0.116 0.803
factor(worker_id)3:factor(category_id)20 100 0 -0.015 0.420 -0.984 0.011 0.883
factor(worker_id)4:factor(category_id)20 100 0 -0.030 0.451 -1.038 0.002 1.024
factor(worker_id)5:factor(category_id)20 100 0 -0.098 0.401 -1.199 -0.098 0.664

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(worker_id)2:factor(category_id)2 0.01
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0.01
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 1
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 0
factor(worker_id)5:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)3:factor(category_id)7 0.26
factor(worker_id)4:factor(category_id)7 0
factor(worker_id)5:factor(category_id)7 1
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 0
factor(worker_id)5:factor(category_id)8 0.02
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)3:factor(category_id)9 0.19
factor(worker_id)4:factor(category_id)9 0
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0.77
factor(worker_id)3:factor(category_id)10 0.06
factor(worker_id)4:factor(category_id)10 0
factor(worker_id)5:factor(category_id)10 0.02
factor(worker_id)2:factor(category_id)11 0
factor(worker_id)3:factor(category_id)11 0
factor(worker_id)4:factor(category_id)11 0
factor(worker_id)5:factor(category_id)11 0.03
factor(worker_id)2:factor(category_id)12 0.99
factor(worker_id)3:factor(category_id)12 0
factor(worker_id)4:factor(category_id)12 0.43
factor(worker_id)5:factor(category_id)12 0.12
factor(worker_id)2:factor(category_id)13 0.05
factor(worker_id)3:factor(category_id)13 0
factor(worker_id)4:factor(category_id)13 0.22
factor(worker_id)5:factor(category_id)13 0.56
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)3:factor(category_id)14 0
factor(worker_id)4:factor(category_id)14 0
factor(worker_id)5:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 0.02
factor(worker_id)3:factor(category_id)15 0.01
factor(worker_id)4:factor(category_id)15 0
factor(worker_id)5:factor(category_id)15 0.97
factor(worker_id)2:factor(category_id)16 0
factor(worker_id)3:factor(category_id)16 0
factor(worker_id)4:factor(category_id)16 0
factor(worker_id)5:factor(category_id)16 0
factor(worker_id)2:factor(category_id)17 0
factor(worker_id)3:factor(category_id)17 0
factor(worker_id)4:factor(category_id)17 0
factor(worker_id)5:factor(category_id)17 0
factor(worker_id)2:factor(category_id)18 0
factor(worker_id)3:factor(category_id)18 0
factor(worker_id)4:factor(category_id)18 0.23
factor(worker_id)5:factor(category_id)18 0.29
factor(worker_id)2:factor(category_id)19 0
factor(worker_id)3:factor(category_id)19 0
factor(worker_id)4:factor(category_id)19 0
factor(worker_id)5:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 0
factor(worker_id)3:factor(category_id)20 0
factor(worker_id)4:factor(category_id)20 0
factor(worker_id)5:factor(category_id)20 0

Significant match effect number = 4 out of 76

num_process = 30, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.022 0.171 -0.463 0.031 0.487
factor(worker_id)2 100 0 -0.020 0.247 -1.035 -0.018 0.479
factor(worker_id)3 100 0 -0.010 0.234 -0.450 -0.040 0.469
factor(worker_id)4 100 0 -0.036 0.225 -0.482 -0.041 0.541
factor(worker_id)5 100 0 -0.042 0.234 -0.571 -0.047 0.496
factor(category_id)2 100 0 -0.014 0.269 -0.681 -0.006 0.713
factor(category_id)3 100 0 -0.050 0.260 -0.649 -0.062 0.580
factor(category_id)4 100 0 -0.024 0.247 -0.628 -0.019 0.785
factor(category_id)5 100 0 -0.020 0.250 -0.739 -0.054 0.614
factor(category_id)6 100 0 -0.004 0.255 -0.604 -0.023 0.708
factor(category_id)7 100 0 -0.038 0.245 -0.694 -0.057 0.544
factor(category_id)8 100 0 -0.005 0.246 -0.619 -0.007 0.632
factor(category_id)9 100 0 -0.040 0.260 -0.674 -0.049 0.684
factor(category_id)10 100 0 -0.060 0.250 -0.718 -0.061 0.460
factor(category_id)11 100 0 -0.029 0.237 -0.635 -0.063 0.617
factor(category_id)12 100 0 0.005 0.251 -0.552 0.008 0.676
factor(category_id)13 100 0 -0.027 0.246 -0.488 -0.041 0.651
factor(category_id)14 100 0 -0.017 0.276 -0.630 -0.017 0.690
factor(category_id)15 100 0 -0.029 0.260 -0.593 -0.025 0.747
factor(category_id)16 100 0 -0.072 0.243 -0.703 -0.105 0.606
factor(category_id)17 100 0 -0.023 0.242 -0.641 -0.038 0.474
factor(category_id)18 100 0 -0.034 0.238 -0.622 -0.053 0.529
factor(category_id)19 100 0 -0.004 0.251 -0.634 0.006 0.558
factor(category_id)20 100 0 -0.029 0.234 -0.811 -0.027 0.558
factor(worker_id)2:factor(category_id)2 100 0 -0.047 0.347 -0.841 -0.056 1.065
factor(worker_id)3:factor(category_id)2 100 0 0.015 0.371 -0.980 0.035 1.310
factor(worker_id)4:factor(category_id)2 100 0 0.041 0.367 -0.946 0.038 1.085
factor(worker_id)5:factor(category_id)2 100 0 0.026 0.355 -0.777 -0.027 0.977
factor(worker_id)2:factor(category_id)3 100 0 0.057 0.375 -0.895 0.050 1.000
factor(worker_id)3:factor(category_id)3 100 0 0.010 0.332 -0.834 0.033 0.926
factor(worker_id)4:factor(category_id)3 100 0 0.087 0.340 -0.720 0.117 0.731
factor(worker_id)5:factor(category_id)3 100 0 0.078 0.353 -0.608 0.049 0.999
factor(worker_id)2:factor(category_id)4 100 0 -0.017 0.375 -1.097 -0.030 1.361
factor(worker_id)3:factor(category_id)4 100 0 0.037 0.313 -0.820 0.052 0.970
factor(worker_id)4:factor(category_id)4 100 0 -0.007 0.328 -0.737 -0.016 0.650
factor(worker_id)5:factor(category_id)4 100 0 0.040 0.333 -0.922 0.040 0.769
factor(worker_id)2:factor(category_id)5 100 0 0.028 0.362 -0.742 0.021 1.529
factor(worker_id)3:factor(category_id)5 100 0 0.006 0.342 -0.827 0.041 0.658
factor(worker_id)4:factor(category_id)5 100 0 0.012 0.326 -0.704 -0.019 0.962
factor(worker_id)5:factor(category_id)5 100 0 0.040 0.353 -0.937 0.079 1.072
factor(worker_id)2:factor(category_id)6 100 0 0.004 0.382 -0.853 0.020 1.215
factor(worker_id)3:factor(category_id)6 100 0 -0.038 0.333 -1.003 -0.042 0.817
factor(worker_id)4:factor(category_id)6 100 0 0.027 0.354 -0.736 -0.014 0.999
factor(worker_id)5:factor(category_id)6 100 0 0.051 0.367 -0.683 0.025 0.910
factor(worker_id)2:factor(category_id)7 100 0 0.032 0.345 -0.984 0.027 1.051
factor(worker_id)3:factor(category_id)7 100 0 0.045 0.326 -0.652 0.032 0.906
factor(worker_id)4:factor(category_id)7 100 0 0.069 0.327 -0.829 0.086 0.921
factor(worker_id)5:factor(category_id)7 100 0 0.075 0.359 -0.829 0.091 0.700
factor(worker_id)2:factor(category_id)8 100 0 0.013 0.337 -0.793 -0.018 1.166
factor(worker_id)3:factor(category_id)8 100 0 -0.046 0.321 -0.676 -0.064 0.866
factor(worker_id)4:factor(category_id)8 100 0 0.030 0.336 -0.828 0.024 0.710
factor(worker_id)5:factor(category_id)8 100 0 -0.014 0.370 -0.726 -0.044 0.911
factor(worker_id)2:factor(category_id)9 100 0 0.042 0.352 -0.866 0.015 1.047
factor(worker_id)3:factor(category_id)9 100 0 0.045 0.341 -0.733 0.090 1.002
factor(worker_id)4:factor(category_id)9 100 0 0.035 0.346 -0.877 0.060 0.744
factor(worker_id)5:factor(category_id)9 100 0 0.041 0.399 -0.787 0.023 1.079
factor(worker_id)2:factor(category_id)10 100 0 0.054 0.351 -0.972 0.036 1.125
factor(worker_id)3:factor(category_id)10 100 0 0.048 0.333 -0.862 0.090 0.783
factor(worker_id)4:factor(category_id)10 100 0 0.066 0.360 -0.877 0.118 1.008
factor(worker_id)5:factor(category_id)10 100 0 0.088 0.377 -0.863 0.064 0.822
factor(worker_id)2:factor(category_id)11 100 0 0.014 0.300 -0.918 -0.008 0.742
factor(worker_id)3:factor(category_id)11 100 0 0.006 0.341 -0.879 0.009 0.688
factor(worker_id)4:factor(category_id)11 100 0 0.006 0.331 -0.721 0.046 0.815
factor(worker_id)5:factor(category_id)11 100 0 0.030 0.375 -0.877 -0.005 1.247
factor(worker_id)2:factor(category_id)12 100 0 -0.001 0.365 -0.793 -0.023 1.083
factor(worker_id)3:factor(category_id)12 100 0 -0.034 0.366 -1.117 -0.057 0.950
factor(worker_id)4:factor(category_id)12 100 0 0.020 0.355 -0.792 -0.003 0.877
factor(worker_id)5:factor(category_id)12 100 0 -0.005 0.375 -0.839 0.009 0.744
factor(worker_id)2:factor(category_id)13 100 0 -0.003 0.366 -0.837 0.007 0.841
factor(worker_id)3:factor(category_id)13 100 0 -0.011 0.344 -0.803 0.006 1.080
factor(worker_id)4:factor(category_id)13 100 0 0.031 0.314 -0.638 0.061 0.737
factor(worker_id)5:factor(category_id)13 100 0 0.039 0.324 -0.750 0.038 0.943
factor(worker_id)2:factor(category_id)14 100 0 0.025 0.401 -1.014 0.035 1.254
factor(worker_id)3:factor(category_id)14 100 0 0.010 0.386 -0.929 0.040 0.801
factor(worker_id)4:factor(category_id)14 100 0 0.019 0.376 -0.971 0.036 0.808
factor(worker_id)5:factor(category_id)14 100 0 0.044 0.375 -0.787 0.060 0.913
factor(worker_id)2:factor(category_id)15 100 0 0.020 0.368 -0.906 -0.011 1.220
factor(worker_id)3:factor(category_id)15 100 0 0.025 0.355 -0.881 0.004 1.062
factor(worker_id)4:factor(category_id)15 100 0 0.064 0.321 -1.051 0.054 1.048
factor(worker_id)5:factor(category_id)15 100 0 0.017 0.349 -0.819 -0.002 0.808
factor(worker_id)2:factor(category_id)16 100 0 0.061 0.352 -0.662 0.050 1.035
factor(worker_id)3:factor(category_id)16 100 0 0.044 0.372 -1.006 0.037 0.903
factor(worker_id)4:factor(category_id)16 100 0 0.058 0.327 -0.648 0.076 0.995
factor(worker_id)5:factor(category_id)16 100 0 0.083 0.338 -0.772 0.071 0.914
factor(worker_id)2:factor(category_id)17 100 0 0.018 0.353 -0.770 0.047 0.977
factor(worker_id)3:factor(category_id)17 100 0 0.021 0.364 -0.558 -0.050 1.035
factor(worker_id)4:factor(category_id)17 100 0 0.045 0.334 -0.646 0.040 0.990
factor(worker_id)5:factor(category_id)17 100 0 0.070 0.320 -0.615 0.052 1.021
factor(worker_id)2:factor(category_id)18 100 0 0.027 0.352 -1.048 0.021 0.742
factor(worker_id)3:factor(category_id)18 100 0 0.026 0.344 -0.892 0.031 0.987
factor(worker_id)4:factor(category_id)18 100 0 0.047 0.375 -0.802 0.036 0.814
factor(worker_id)5:factor(category_id)18 100 0 0.076 0.323 -0.689 0.091 0.687
factor(worker_id)2:factor(category_id)19 100 0 0.010 0.369 -0.907 -0.018 1.052
factor(worker_id)3:factor(category_id)19 100 0 -0.025 0.305 -0.673 -0.007 0.636
factor(worker_id)4:factor(category_id)19 100 0 0.017 0.342 -0.779 0.030 0.861
factor(worker_id)5:factor(category_id)19 100 0 0.014 0.362 -0.892 0.030 0.871
factor(worker_id)2:factor(category_id)20 100 0 0.027 0.339 -0.574 0.014 1.096
factor(worker_id)3:factor(category_id)20 100 0 0.000 0.352 -0.845 -0.023 0.784
factor(worker_id)4:factor(category_id)20 100 0 0.016 0.322 -0.830 0.041 0.725
factor(worker_id)5:factor(category_id)20 100 0 0.062 0.349 -0.708 0.092 0.889

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.74
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(worker_id)2:factor(category_id)2 0.08
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 0.18
factor(worker_id)3:factor(category_id)4 0.07
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0.85
factor(worker_id)3:factor(category_id)5 0.26
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0.25
factor(worker_id)2:factor(category_id)6 0.6
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 0
factor(worker_id)5:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)3:factor(category_id)7 0
factor(worker_id)4:factor(category_id)7 0
factor(worker_id)5:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 0
factor(worker_id)5:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0.99
factor(worker_id)3:factor(category_id)9 0
factor(worker_id)4:factor(category_id)9 0
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0.04
factor(worker_id)3:factor(category_id)10 0
factor(worker_id)4:factor(category_id)10 0
factor(worker_id)5:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0
factor(worker_id)3:factor(category_id)11 0
factor(worker_id)4:factor(category_id)11 0
factor(worker_id)5:factor(category_id)11 0
factor(worker_id)2:factor(category_id)12 0.56
factor(worker_id)3:factor(category_id)12 0
factor(worker_id)4:factor(category_id)12 0
factor(worker_id)5:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 0
factor(worker_id)3:factor(category_id)13 0
factor(worker_id)4:factor(category_id)13 0
factor(worker_id)5:factor(category_id)13 0.2
factor(worker_id)2:factor(category_id)14 0.23
factor(worker_id)3:factor(category_id)14 0
factor(worker_id)4:factor(category_id)14 0
factor(worker_id)5:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 1
factor(worker_id)3:factor(category_id)15 1
factor(worker_id)4:factor(category_id)15 0.5
factor(worker_id)5:factor(category_id)15 1
factor(worker_id)2:factor(category_id)16 0
factor(worker_id)3:factor(category_id)16 0
factor(worker_id)4:factor(category_id)16 0
factor(worker_id)5:factor(category_id)16 0
factor(worker_id)2:factor(category_id)17 0.12
factor(worker_id)3:factor(category_id)17 0
factor(worker_id)4:factor(category_id)17 0
factor(worker_id)5:factor(category_id)17 0
factor(worker_id)2:factor(category_id)18 0
factor(worker_id)3:factor(category_id)18 0.01
factor(worker_id)4:factor(category_id)18 0
factor(worker_id)5:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 0.43
factor(worker_id)3:factor(category_id)19 0
factor(worker_id)4:factor(category_id)19 0
factor(worker_id)5:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 0.57
factor(worker_id)3:factor(category_id)20 0
factor(worker_id)4:factor(category_id)20 0
factor(worker_id)5:factor(category_id)20 0

Significant match effect number = 7 out of 76

num_process = 40, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.008 0.155 -0.385 0.002 0.391
factor(worker_id)2 100 0 0.003 0.205 -0.482 -0.002 0.445
factor(worker_id)3 100 0 -0.015 0.245 -0.505 -0.020 0.633
factor(worker_id)4 100 0 0.017 0.209 -0.457 0.051 0.491
factor(worker_id)5 100 0 -0.026 0.223 -0.507 -0.030 0.538
factor(category_id)2 100 0 0.016 0.223 -0.588 0.018 0.591
factor(category_id)3 100 0 -0.054 0.205 -0.594 -0.072 0.405
factor(category_id)4 100 0 -0.001 0.214 -0.481 0.014 0.615
factor(category_id)5 100 0 -0.023 0.230 -0.557 -0.007 0.468
factor(category_id)6 100 0 -0.037 0.221 -0.623 -0.031 0.509
factor(category_id)7 100 0 0.006 0.202 -0.422 -0.024 0.460
factor(category_id)8 100 0 -0.020 0.231 -0.620 -0.019 0.538
factor(category_id)9 100 0 0.010 0.212 -0.505 -0.013 0.477
factor(category_id)10 100 0 0.012 0.224 -0.599 0.009 0.673
factor(category_id)11 100 0 -0.003 0.215 -0.526 0.005 0.554
factor(category_id)12 100 0 -0.003 0.235 -0.615 -0.010 0.561
factor(category_id)13 100 0 -0.014 0.237 -0.654 -0.011 0.520
factor(category_id)14 100 0 -0.012 0.196 -0.428 -0.008 0.693
factor(category_id)15 100 0 -0.019 0.202 -0.472 -0.024 0.483
factor(category_id)16 100 0 0.023 0.218 -0.470 0.024 0.593
factor(category_id)17 100 0 0.019 0.226 -0.560 0.029 0.619
factor(category_id)18 100 0 0.012 0.200 -0.535 -0.025 0.474
factor(category_id)19 100 0 -0.007 0.242 -0.482 -0.018 0.716
factor(category_id)20 100 0 0.019 0.225 -0.546 0.018 0.508
factor(worker_id)2:factor(category_id)2 100 0 -0.003 0.307 -0.621 -0.026 0.876
factor(worker_id)3:factor(category_id)2 100 0 0.001 0.316 -0.849 -0.032 0.620
factor(worker_id)4:factor(category_id)2 100 0 -0.019 0.308 -0.939 0.010 0.732
factor(worker_id)5:factor(category_id)2 100 0 -0.021 0.341 -0.746 -0.048 0.951
factor(worker_id)2:factor(category_id)3 100 0 0.038 0.292 -0.667 0.033 0.690
factor(worker_id)3:factor(category_id)3 100 0 0.087 0.310 -0.477 0.117 0.712
factor(worker_id)4:factor(category_id)3 100 0 0.049 0.320 -1.000 0.067 0.865
factor(worker_id)5:factor(category_id)3 100 0 0.067 0.303 -0.757 0.042 0.837
factor(worker_id)2:factor(category_id)4 100 0 -0.009 0.293 -0.903 -0.026 0.643
factor(worker_id)3:factor(category_id)4 100 0 0.040 0.315 -0.747 0.014 0.806
factor(worker_id)4:factor(category_id)4 100 0 -0.050 0.322 -0.958 -0.027 0.665
factor(worker_id)5:factor(category_id)4 100 0 0.012 0.309 -0.749 0.024 0.719
factor(worker_id)2:factor(category_id)5 100 0 0.008 0.338 -0.854 -0.017 0.880
factor(worker_id)3:factor(category_id)5 100 0 0.025 0.335 -0.774 0.039 0.762
factor(worker_id)4:factor(category_id)5 100 0 0.023 0.293 -0.898 0.002 0.690
factor(worker_id)5:factor(category_id)5 100 0 0.035 0.339 -0.822 -0.017 0.911
factor(worker_id)2:factor(category_id)6 100 0 0.040 0.288 -0.629 0.036 0.923
factor(worker_id)3:factor(category_id)6 100 0 0.062 0.332 -0.742 0.064 0.887
factor(worker_id)4:factor(category_id)6 100 0 0.031 0.298 -0.793 0.066 0.821
factor(worker_id)5:factor(category_id)6 100 0 0.039 0.305 -0.643 0.071 0.807
factor(worker_id)2:factor(category_id)7 100 0 -0.025 0.271 -0.669 0.020 0.574
factor(worker_id)3:factor(category_id)7 100 0 -0.002 0.331 -0.979 -0.023 0.788
factor(worker_id)4:factor(category_id)7 100 0 -0.029 0.288 -0.679 -0.008 0.726
factor(worker_id)5:factor(category_id)7 100 0 0.007 0.297 -0.782 -0.004 0.877
factor(worker_id)2:factor(category_id)8 100 0 0.014 0.280 -0.641 0.039 0.713
factor(worker_id)3:factor(category_id)8 100 0 0.027 0.338 -0.860 -0.003 0.922
factor(worker_id)4:factor(category_id)8 100 0 -0.007 0.309 -0.788 -0.020 0.854
factor(worker_id)5:factor(category_id)8 100 0 0.053 0.333 -0.820 0.052 0.909
factor(worker_id)2:factor(category_id)9 100 0 -0.005 0.305 -0.694 0.014 0.785
factor(worker_id)3:factor(category_id)9 100 0 0.008 0.344 -0.925 -0.015 0.852
factor(worker_id)4:factor(category_id)9 100 0 -0.030 0.318 -0.785 0.019 0.595
factor(worker_id)5:factor(category_id)9 100 0 0.003 0.317 -1.037 0.007 0.727
factor(worker_id)2:factor(category_id)10 100 0 -0.008 0.313 -0.811 0.028 0.877
factor(worker_id)3:factor(category_id)10 100 0 0.031 0.358 -1.022 0.065 0.770
factor(worker_id)4:factor(category_id)10 100 0 -0.023 0.331 -0.764 -0.075 0.916
factor(worker_id)5:factor(category_id)10 100 0 -0.027 0.340 -0.867 -0.019 0.817
factor(worker_id)2:factor(category_id)11 100 0 0.000 0.307 -0.706 -0.012 0.739
factor(worker_id)3:factor(category_id)11 100 0 0.049 0.310 -0.853 0.069 0.846
factor(worker_id)4:factor(category_id)11 100 0 -0.029 0.295 -0.756 0.008 0.775
factor(worker_id)5:factor(category_id)11 100 0 0.043 0.312 -0.720 0.074 0.842
factor(worker_id)2:factor(category_id)12 100 0 -0.016 0.294 -0.634 -0.028 0.692
factor(worker_id)3:factor(category_id)12 100 0 0.023 0.352 -0.877 0.037 0.998
factor(worker_id)4:factor(category_id)12 100 0 -0.018 0.315 -0.834 -0.010 0.749
factor(worker_id)5:factor(category_id)12 100 0 0.018 0.330 -0.899 0.026 0.793
factor(worker_id)2:factor(category_id)13 100 0 0.001 0.287 -0.652 0.008 0.578
factor(worker_id)3:factor(category_id)13 100 0 0.043 0.371 -0.739 0.092 0.878
factor(worker_id)4:factor(category_id)13 100 0 -0.012 0.316 -0.707 -0.021 0.694
factor(worker_id)5:factor(category_id)13 100 0 0.031 0.335 -0.710 -0.001 0.843
factor(worker_id)2:factor(category_id)14 100 0 -0.006 0.279 -0.774 -0.002 0.718
factor(worker_id)3:factor(category_id)14 100 0 0.020 0.326 -0.959 0.058 0.736
factor(worker_id)4:factor(category_id)14 100 0 -0.022 0.287 -0.631 -0.037 0.675
factor(worker_id)5:factor(category_id)14 100 0 0.042 0.321 -1.089 0.021 0.715
factor(worker_id)2:factor(category_id)15 100 0 0.013 0.273 -0.679 0.034 0.672
factor(worker_id)3:factor(category_id)15 100 0 0.033 0.303 -0.676 -0.010 0.715
factor(worker_id)4:factor(category_id)15 100 0 -0.031 0.296 -0.689 -0.045 0.652
factor(worker_id)5:factor(category_id)15 100 0 0.042 0.315 -0.807 0.099 0.724
factor(worker_id)2:factor(category_id)16 100 0 -0.025 0.292 -0.862 -0.038 0.722
factor(worker_id)3:factor(category_id)16 100 0 0.009 0.345 -0.763 0.006 0.926
factor(worker_id)4:factor(category_id)16 100 0 -0.038 0.303 -0.621 -0.078 0.617
factor(worker_id)5:factor(category_id)16 100 0 -0.003 0.337 -0.950 0.008 0.947
factor(worker_id)2:factor(category_id)17 100 0 -0.026 0.282 -0.717 -0.016 0.623
factor(worker_id)3:factor(category_id)17 100 0 0.017 0.323 -0.777 0.060 0.813
factor(worker_id)4:factor(category_id)17 100 0 -0.037 0.328 -0.822 -0.025 0.771
factor(worker_id)5:factor(category_id)17 100 0 0.003 0.316 -1.039 -0.007 0.921
factor(worker_id)2:factor(category_id)18 100 0 -0.009 0.263 -0.625 -0.021 0.754
factor(worker_id)3:factor(category_id)18 100 0 -0.050 0.288 -0.773 -0.082 0.636
factor(worker_id)4:factor(category_id)18 100 0 -0.043 0.302 -0.698 -0.035 1.052
factor(worker_id)5:factor(category_id)18 100 0 0.000 0.308 -0.909 0.029 0.857
factor(worker_id)2:factor(category_id)19 100 0 -0.008 0.325 -0.704 -0.004 0.956
factor(worker_id)3:factor(category_id)19 100 0 0.003 0.371 -0.743 0.009 0.814
factor(worker_id)4:factor(category_id)19 100 0 -0.008 0.340 -0.885 -0.008 0.652
factor(worker_id)5:factor(category_id)19 100 0 -0.019 0.327 -0.836 -0.031 0.740
factor(worker_id)2:factor(category_id)20 100 0 -0.028 0.303 -0.664 -0.036 0.619
factor(worker_id)3:factor(category_id)20 100 0 -0.026 0.347 -0.703 -0.057 0.849
factor(worker_id)4:factor(category_id)20 100 0 -0.032 0.282 -0.817 -0.018 0.512
factor(worker_id)5:factor(category_id)20 100 0 0.009 0.326 -0.799 0.011 0.978

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(worker_id)3 0
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 0.16
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 1
factor(worker_id)4:factor(category_id)2 0.99
factor(worker_id)5:factor(category_id)2 0.53
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 1
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)3:factor(category_id)4 1
factor(worker_id)4:factor(category_id)4 0.09
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 0.99
factor(worker_id)5:factor(category_id)5 0.97
factor(worker_id)2:factor(category_id)6 1
factor(worker_id)3:factor(category_id)6 1
factor(worker_id)4:factor(category_id)6 0.4
factor(worker_id)5:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 1
factor(worker_id)3:factor(category_id)7 1
factor(worker_id)4:factor(category_id)7 0.2
factor(worker_id)5:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 1
factor(worker_id)3:factor(category_id)8 1
factor(worker_id)4:factor(category_id)8 1
factor(worker_id)5:factor(category_id)8 1
factor(worker_id)2:factor(category_id)9 0.84
factor(worker_id)3:factor(category_id)9 1
factor(worker_id)4:factor(category_id)9 0
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 1
factor(worker_id)3:factor(category_id)10 1
factor(worker_id)4:factor(category_id)10 0.12
factor(worker_id)5:factor(category_id)10 1
factor(worker_id)2:factor(category_id)11 1
factor(worker_id)3:factor(category_id)11 1
factor(worker_id)4:factor(category_id)11 0.01
factor(worker_id)5:factor(category_id)11 1
factor(worker_id)2:factor(category_id)12 0.34
factor(worker_id)3:factor(category_id)12 1
factor(worker_id)4:factor(category_id)12 0.18
factor(worker_id)5:factor(category_id)12 1
factor(worker_id)2:factor(category_id)13 1
factor(worker_id)3:factor(category_id)13 1
factor(worker_id)4:factor(category_id)13 0.3
factor(worker_id)5:factor(category_id)13 0.19
factor(worker_id)2:factor(category_id)14 1
factor(worker_id)3:factor(category_id)14 1
factor(worker_id)4:factor(category_id)14 0.89
factor(worker_id)5:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 1
factor(worker_id)3:factor(category_id)15 1
factor(worker_id)4:factor(category_id)15 0.95
factor(worker_id)5:factor(category_id)15 0.99
factor(worker_id)2:factor(category_id)16 1
factor(worker_id)3:factor(category_id)16 1
factor(worker_id)4:factor(category_id)16 0
factor(worker_id)5:factor(category_id)16 0.46
factor(worker_id)2:factor(category_id)17 1
factor(worker_id)3:factor(category_id)17 1
factor(worker_id)4:factor(category_id)17 0.99
factor(worker_id)5:factor(category_id)17 1
factor(worker_id)2:factor(category_id)18 1
factor(worker_id)3:factor(category_id)18 1
factor(worker_id)4:factor(category_id)18 1
factor(worker_id)5:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 0
factor(worker_id)3:factor(category_id)19 1
factor(worker_id)4:factor(category_id)19 0
factor(worker_id)5:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 1
factor(worker_id)3:factor(category_id)20 1
factor(worker_id)4:factor(category_id)20 0
factor(worker_id)5:factor(category_id)20 0

Significant match effect number = 49 out of 76

num_process = 50, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.010 0.143 -0.376 -0.006 0.329
factor(worker_id)2 100 0 -0.001 0.220 -0.565 0.005 0.471
factor(worker_id)3 100 0 0.002 0.188 -0.567 -0.005 0.490
factor(worker_id)4 100 0 0.018 0.228 -0.499 0.017 0.595
factor(worker_id)5 100 0 0.002 0.187 -0.452 -0.016 0.456
factor(category_id)2 100 0 0.009 0.196 -0.498 0.019 0.489
factor(category_id)3 100 0 0.019 0.210 -0.490 0.027 0.517
factor(category_id)4 100 0 0.008 0.207 -0.645 0.034 0.371
factor(category_id)5 100 0 0.013 0.189 -0.579 0.017 0.520
factor(category_id)6 100 0 0.010 0.202 -0.498 0.008 0.495
factor(category_id)7 100 0 0.011 0.211 -0.443 -0.009 0.539
factor(category_id)8 100 0 0.005 0.190 -0.500 0.004 0.409
factor(category_id)9 100 0 0.002 0.197 -0.381 -0.029 0.800
factor(category_id)10 100 0 -0.004 0.200 -0.457 -0.018 0.541
factor(category_id)11 100 0 0.013 0.192 -0.407 0.015 0.490
factor(category_id)12 100 0 0.001 0.186 -0.428 -0.014 0.451
factor(category_id)13 100 0 0.014 0.197 -0.399 0.027 0.501
factor(category_id)14 100 0 0.004 0.202 -0.616 0.013 0.483
factor(category_id)15 100 0 0.036 0.185 -0.297 0.012 0.668
factor(category_id)16 100 0 0.011 0.203 -0.490 0.021 0.556
factor(category_id)17 100 0 0.033 0.212 -0.526 0.033 0.656
factor(category_id)18 100 0 0.000 0.202 -0.477 -0.007 0.522
factor(category_id)19 100 0 0.028 0.199 -0.508 0.028 0.475
factor(category_id)20 100 0 0.000 0.197 -0.471 0.000 0.461
factor(worker_id)2:factor(category_id)2 100 0 0.021 0.296 -0.550 -0.011 0.761
factor(worker_id)3:factor(category_id)2 100 0 -0.008 0.287 -0.569 -0.014 0.762
factor(worker_id)4:factor(category_id)2 100 0 -0.013 0.303 -0.666 -0.029 0.702
factor(worker_id)5:factor(category_id)2 100 0 -0.013 0.278 -0.654 -0.035 0.689
factor(worker_id)2:factor(category_id)3 100 0 0.002 0.294 -0.669 -0.001 0.711
factor(worker_id)3:factor(category_id)3 100 0 0.001 0.287 -0.566 0.004 0.765
factor(worker_id)4:factor(category_id)3 100 0 0.005 0.325 -1.017 0.038 0.642
factor(worker_id)5:factor(category_id)3 100 0 0.005 0.268 -0.917 -0.006 0.607
factor(worker_id)2:factor(category_id)4 100 0 0.034 0.292 -0.691 0.008 0.658
factor(worker_id)3:factor(category_id)4 100 0 0.015 0.297 -0.682 0.009 1.108
factor(worker_id)4:factor(category_id)4 100 0 -0.014 0.310 -0.854 -0.025 0.629
factor(worker_id)5:factor(category_id)4 100 0 -0.013 0.252 -0.618 -0.016 0.857
factor(worker_id)2:factor(category_id)5 100 0 -0.005 0.263 -0.698 -0.010 0.766
factor(worker_id)3:factor(category_id)5 100 0 -0.006 0.278 -0.893 0.003 0.667
factor(worker_id)4:factor(category_id)5 100 0 -0.027 0.290 -0.721 -0.039 0.876
factor(worker_id)5:factor(category_id)5 100 0 0.006 0.257 -0.765 0.010 0.563
factor(worker_id)2:factor(category_id)6 100 0 0.003 0.261 -0.598 -0.023 0.593
factor(worker_id)3:factor(category_id)6 100 0 0.005 0.273 -0.592 -0.022 0.844
factor(worker_id)4:factor(category_id)6 100 0 -0.016 0.295 -0.748 -0.027 0.764
factor(worker_id)5:factor(category_id)6 100 0 0.004 0.270 -0.714 0.006 0.623
factor(worker_id)2:factor(category_id)7 100 0 -0.002 0.303 -0.681 0.035 0.639
factor(worker_id)3:factor(category_id)7 100 0 -0.001 0.281 -0.737 0.043 0.711
factor(worker_id)4:factor(category_id)7 100 0 -0.026 0.294 -0.722 -0.010 0.619
factor(worker_id)5:factor(category_id)7 100 0 0.001 0.261 -0.553 -0.013 0.658
factor(worker_id)2:factor(category_id)8 100 0 -0.017 0.313 -0.823 -0.035 0.694
factor(worker_id)3:factor(category_id)8 100 0 0.004 0.277 -0.554 0.006 0.673
factor(worker_id)4:factor(category_id)8 100 0 -0.003 0.292 -0.759 0.011 0.763
factor(worker_id)5:factor(category_id)8 100 0 0.013 0.244 -0.553 -0.010 0.600
factor(worker_id)2:factor(category_id)9 100 0 0.019 0.301 -1.056 0.045 0.670
factor(worker_id)3:factor(category_id)9 100 0 0.023 0.294 -0.961 0.071 0.806
factor(worker_id)4:factor(category_id)9 100 0 -0.015 0.305 -0.777 0.040 0.587
factor(worker_id)5:factor(category_id)9 100 0 0.010 0.296 -0.819 0.045 0.651
factor(worker_id)2:factor(category_id)10 100 0 -0.007 0.299 -0.727 -0.035 0.748
factor(worker_id)3:factor(category_id)10 100 0 0.018 0.272 -0.833 0.011 0.678
factor(worker_id)4:factor(category_id)10 100 0 -0.008 0.315 -0.715 0.015 0.755
factor(worker_id)5:factor(category_id)10 100 0 0.003 0.273 -0.725 0.032 0.684
factor(worker_id)2:factor(category_id)11 100 0 -0.001 0.304 -0.823 -0.016 0.695
factor(worker_id)3:factor(category_id)11 100 0 0.012 0.280 -0.630 0.067 0.657
factor(worker_id)4:factor(category_id)11 100 0 -0.032 0.315 -0.761 -0.055 0.789
factor(worker_id)5:factor(category_id)11 100 0 0.001 0.272 -0.564 0.033 0.716
factor(worker_id)2:factor(category_id)12 100 0 0.000 0.281 -0.645 -0.025 0.614
factor(worker_id)3:factor(category_id)12 100 0 0.025 0.273 -0.582 0.028 0.691
factor(worker_id)4:factor(category_id)12 100 0 0.018 0.302 -0.661 0.049 0.902
factor(worker_id)5:factor(category_id)12 100 0 0.024 0.264 -0.697 0.046 0.654
factor(worker_id)2:factor(category_id)13 100 0 0.016 0.293 -0.721 0.012 0.679
factor(worker_id)3:factor(category_id)13 100 0 0.025 0.274 -0.643 0.055 0.649
factor(worker_id)4:factor(category_id)13 100 0 -0.014 0.313 -0.795 -0.027 0.939
factor(worker_id)5:factor(category_id)13 100 0 -0.014 0.260 -0.641 -0.020 0.741
factor(worker_id)2:factor(category_id)14 100 0 0.008 0.301 -0.720 -0.014 0.934
factor(worker_id)3:factor(category_id)14 100 0 -0.002 0.273 -0.708 -0.011 0.547
factor(worker_id)4:factor(category_id)14 100 0 0.008 0.312 -0.514 0.004 0.921
factor(worker_id)5:factor(category_id)14 100 0 -0.007 0.269 -0.630 -0.032 0.782
factor(worker_id)2:factor(category_id)15 100 0 -0.018 0.289 -0.716 0.014 0.555
factor(worker_id)3:factor(category_id)15 100 0 -0.018 0.287 -0.711 0.015 0.694
factor(worker_id)4:factor(category_id)15 100 0 -0.010 0.310 -0.760 -0.016 0.910
factor(worker_id)5:factor(category_id)15 100 0 -0.017 0.247 -0.805 -0.026 0.487
factor(worker_id)2:factor(category_id)16 100 0 0.005 0.269 -0.632 -0.030 0.717
factor(worker_id)3:factor(category_id)16 100 0 -0.002 0.284 -0.659 0.014 0.671
factor(worker_id)4:factor(category_id)16 100 0 -0.030 0.321 -0.680 -0.029 1.027
factor(worker_id)5:factor(category_id)16 100 0 -0.001 0.270 -0.730 -0.031 0.566
factor(worker_id)2:factor(category_id)17 100 0 -0.012 0.303 -0.919 0.017 0.923
factor(worker_id)3:factor(category_id)17 100 0 -0.021 0.297 -0.834 -0.020 0.766
factor(worker_id)4:factor(category_id)17 100 0 -0.027 0.318 -0.856 -0.030 0.900
factor(worker_id)5:factor(category_id)17 100 0 -0.030 0.272 -0.710 -0.040 0.615
factor(worker_id)2:factor(category_id)18 100 0 -0.015 0.297 -0.737 -0.055 0.843
factor(worker_id)3:factor(category_id)18 100 0 0.006 0.290 -0.756 0.031 0.762
factor(worker_id)4:factor(category_id)18 100 0 -0.014 0.322 -0.879 -0.012 0.785
factor(worker_id)5:factor(category_id)18 100 0 -0.007 0.279 -0.789 -0.028 0.704
factor(worker_id)2:factor(category_id)19 100 0 -0.002 0.322 -0.906 0.008 0.705
factor(worker_id)3:factor(category_id)19 100 0 -0.036 0.272 -0.629 -0.013 0.791
factor(worker_id)4:factor(category_id)19 100 0 -0.039 0.307 -0.764 -0.027 0.716
factor(worker_id)5:factor(category_id)19 100 0 -0.009 0.262 -0.575 0.028 0.648
factor(worker_id)2:factor(category_id)20 100 0 0.017 0.307 -0.740 0.003 0.740
factor(worker_id)3:factor(category_id)20 100 0 0.008 0.245 -0.548 0.029 0.489
factor(worker_id)4:factor(category_id)20 100 0 -0.011 0.312 -0.767 0.014 0.577
factor(worker_id)5:factor(category_id)20 100 0 0.012 0.273 -0.664 0.032 0.683

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 0
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(worker_id)2:factor(category_id)2 0.11
factor(worker_id)3:factor(category_id)2 1
factor(worker_id)4:factor(category_id)2 1
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0.99
factor(worker_id)5:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 1
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 0.83
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 0.28
factor(worker_id)5:factor(category_id)5 1
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 0.26
factor(worker_id)5:factor(category_id)6 1
factor(worker_id)2:factor(category_id)7 1
factor(worker_id)3:factor(category_id)7 1
factor(worker_id)4:factor(category_id)7 1
factor(worker_id)5:factor(category_id)7 1
factor(worker_id)2:factor(category_id)8 0.77
factor(worker_id)3:factor(category_id)8 1
factor(worker_id)4:factor(category_id)8 0.17
factor(worker_id)5:factor(category_id)8 1
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)3:factor(category_id)9 0.97
factor(worker_id)4:factor(category_id)9 1
factor(worker_id)5:factor(category_id)9 1
factor(worker_id)2:factor(category_id)10 0.12
factor(worker_id)3:factor(category_id)10 1
factor(worker_id)4:factor(category_id)10 0.99
factor(worker_id)5:factor(category_id)10 1
factor(worker_id)2:factor(category_id)11 0
factor(worker_id)3:factor(category_id)11 0.21
factor(worker_id)4:factor(category_id)11 0.98
factor(worker_id)5:factor(category_id)11 1
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)3:factor(category_id)12 0
factor(worker_id)4:factor(category_id)12 0.1
factor(worker_id)5:factor(category_id)12 0.42
factor(worker_id)2:factor(category_id)13 0.14
factor(worker_id)3:factor(category_id)13 0
factor(worker_id)4:factor(category_id)13 0.11
factor(worker_id)5:factor(category_id)13 1
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)3:factor(category_id)14 0
factor(worker_id)4:factor(category_id)14 0.99
factor(worker_id)5:factor(category_id)14 1
factor(worker_id)2:factor(category_id)15 1
factor(worker_id)3:factor(category_id)15 1
factor(worker_id)4:factor(category_id)15 0.44
factor(worker_id)5:factor(category_id)15 1
factor(worker_id)2:factor(category_id)16 0
factor(worker_id)3:factor(category_id)16 0.15
factor(worker_id)4:factor(category_id)16 0.02
factor(worker_id)5:factor(category_id)16 1
factor(worker_id)2:factor(category_id)17 0.98
factor(worker_id)3:factor(category_id)17 0.56
factor(worker_id)4:factor(category_id)17 1
factor(worker_id)5:factor(category_id)17 1
factor(worker_id)2:factor(category_id)18 0.07
factor(worker_id)3:factor(category_id)18 1
factor(worker_id)4:factor(category_id)18 0
factor(worker_id)5:factor(category_id)18 1
factor(worker_id)2:factor(category_id)19 0
factor(worker_id)3:factor(category_id)19 0.15
factor(worker_id)4:factor(category_id)19 0.02
factor(worker_id)5:factor(category_id)19 1
factor(worker_id)2:factor(category_id)20 0
factor(worker_id)3:factor(category_id)20 0
factor(worker_id)4:factor(category_id)20 0.12
factor(worker_id)5:factor(category_id)20 1

Significant match effect number = 39 out of 76

num_process = 100, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.005 0.104 -0.249 0.012 0.224
factor(worker_id)2 100 0 -0.007 0.137 -0.279 -0.011 0.251
factor(worker_id)3 100 0 0.011 0.148 -0.302 0.000 0.432
factor(worker_id)4 100 0 -0.015 0.135 -0.284 -0.017 0.273
factor(worker_id)5 100 0 -0.016 0.144 -0.449 -0.008 0.429
factor(category_id)2 100 0 0.002 0.144 -0.362 0.010 0.295
factor(category_id)3 100 0 0.012 0.148 -0.276 -0.008 0.382
factor(category_id)4 100 0 0.004 0.142 -0.377 0.007 0.347
factor(category_id)5 100 0 -0.016 0.158 -0.334 -0.028 0.342
factor(category_id)6 100 0 -0.010 0.130 -0.274 -0.002 0.254
factor(category_id)7 100 0 -0.018 0.135 -0.275 -0.020 0.346
factor(category_id)8 100 0 -0.006 0.157 -0.375 -0.017 0.368
factor(category_id)9 100 0 -0.003 0.145 -0.304 -0.020 0.336
factor(category_id)10 100 0 0.006 0.138 -0.296 -0.007 0.351
factor(category_id)11 100 0 0.010 0.138 -0.343 0.017 0.297
factor(category_id)12 100 0 -0.015 0.132 -0.293 -0.006 0.310
factor(category_id)13 100 0 0.012 0.149 -0.394 0.016 0.477
factor(category_id)14 100 0 -0.005 0.143 -0.338 -0.013 0.354
factor(category_id)15 100 0 0.021 0.138 -0.339 0.029 0.331
factor(category_id)16 100 0 0.014 0.148 -0.355 0.029 0.477
factor(category_id)17 100 0 -0.011 0.166 -0.378 -0.023 0.462
factor(category_id)18 100 0 -0.008 0.146 -0.353 0.006 0.383
factor(category_id)19 100 0 0.007 0.145 -0.369 0.014 0.427
factor(category_id)20 100 0 -0.004 0.132 -0.304 -0.008 0.356
factor(worker_id)2:factor(category_id)2 100 0 0.013 0.185 -0.366 -0.013 0.478
factor(worker_id)3:factor(category_id)2 100 0 -0.046 0.212 -0.599 -0.057 0.464
factor(worker_id)4:factor(category_id)2 100 0 0.007 0.199 -0.402 -0.007 0.435
factor(worker_id)5:factor(category_id)2 100 0 0.009 0.198 -0.477 0.010 0.625
factor(worker_id)2:factor(category_id)3 100 0 -0.003 0.212 -0.447 -0.024 0.463
factor(worker_id)3:factor(category_id)3 100 0 -0.026 0.212 -0.601 -0.027 0.476
factor(worker_id)4:factor(category_id)3 100 0 -0.008 0.207 -0.385 -0.010 0.570
factor(worker_id)5:factor(category_id)3 100 0 0.022 0.171 -0.479 0.017 0.466
factor(worker_id)2:factor(category_id)4 100 0 -0.008 0.200 -0.422 -0.030 0.543
factor(worker_id)3:factor(category_id)4 100 0 -0.042 0.203 -0.612 -0.026 0.450
factor(worker_id)4:factor(category_id)4 100 0 -0.007 0.186 -0.576 -0.019 0.464
factor(worker_id)5:factor(category_id)4 100 0 0.020 0.198 -0.440 -0.001 0.466
factor(worker_id)2:factor(category_id)5 100 0 0.020 0.191 -0.489 0.031 0.423
factor(worker_id)3:factor(category_id)5 100 0 -0.025 0.200 -0.471 -0.023 0.407
factor(worker_id)4:factor(category_id)5 100 0 0.018 0.193 -0.414 0.021 0.430
factor(worker_id)5:factor(category_id)5 100 0 0.002 0.224 -0.467 0.013 0.567
factor(worker_id)2:factor(category_id)6 100 0 0.021 0.175 -0.317 0.031 0.435
factor(worker_id)3:factor(category_id)6 100 0 -0.004 0.195 -0.536 -0.007 0.544
factor(worker_id)4:factor(category_id)6 100 0 0.010 0.187 -0.418 -0.002 0.456
factor(worker_id)5:factor(category_id)6 100 0 0.024 0.192 -0.455 0.011 0.422
factor(worker_id)2:factor(category_id)7 100 0 0.035 0.178 -0.464 0.056 0.512
factor(worker_id)3:factor(category_id)7 100 0 -0.006 0.195 -0.603 0.000 0.508
factor(worker_id)4:factor(category_id)7 100 0 0.059 0.201 -0.560 0.044 0.496
factor(worker_id)5:factor(category_id)7 100 0 0.019 0.186 -0.384 0.037 0.434
factor(worker_id)2:factor(category_id)8 100 0 0.015 0.204 -0.421 -0.013 0.522
factor(worker_id)3:factor(category_id)8 100 0 -0.003 0.217 -0.563 0.013 0.456
factor(worker_id)4:factor(category_id)8 100 0 0.021 0.198 -0.457 0.035 0.409
factor(worker_id)5:factor(category_id)8 100 0 0.036 0.204 -0.490 0.017 0.506
factor(worker_id)2:factor(category_id)9 100 0 0.001 0.183 -0.397 0.002 0.438
factor(worker_id)3:factor(category_id)9 100 0 -0.011 0.203 -0.497 -0.005 0.340
factor(worker_id)4:factor(category_id)9 100 0 0.007 0.202 -0.484 0.022 0.439
factor(worker_id)5:factor(category_id)9 100 0 -0.001 0.208 -0.507 0.019 0.591
factor(worker_id)2:factor(category_id)10 100 0 -0.019 0.178 -0.491 -0.027 0.393
factor(worker_id)3:factor(category_id)10 100 0 -0.032 0.198 -0.600 -0.048 0.516
factor(worker_id)4:factor(category_id)10 100 0 -0.001 0.203 -0.684 0.006 0.478
factor(worker_id)5:factor(category_id)10 100 0 0.005 0.214 -0.609 -0.008 0.552
factor(worker_id)2:factor(category_id)11 100 0 -0.009 0.182 -0.392 -0.025 0.417
factor(worker_id)3:factor(category_id)11 100 0 -0.010 0.197 -0.532 -0.005 0.522
factor(worker_id)4:factor(category_id)11 100 0 0.004 0.189 -0.472 0.003 0.445
factor(worker_id)5:factor(category_id)11 100 0 0.005 0.202 -0.497 0.015 0.672
factor(worker_id)2:factor(category_id)12 100 0 0.000 0.206 -0.549 0.001 0.577
factor(worker_id)3:factor(category_id)12 100 0 0.008 0.200 -0.554 0.004 0.386
factor(worker_id)4:factor(category_id)12 100 0 0.030 0.198 -0.366 0.035 0.433
factor(worker_id)5:factor(category_id)12 100 0 0.018 0.183 -0.437 0.004 0.471
factor(worker_id)2:factor(category_id)13 100 0 -0.008 0.190 -0.514 0.004 0.400
factor(worker_id)3:factor(category_id)13 100 0 -0.031 0.215 -0.652 -0.009 0.374
factor(worker_id)4:factor(category_id)13 100 0 0.001 0.195 -0.554 0.003 0.345
factor(worker_id)5:factor(category_id)13 100 0 0.005 0.209 -0.520 -0.007 0.574
factor(worker_id)2:factor(category_id)14 100 0 0.013 0.180 -0.440 0.033 0.512
factor(worker_id)3:factor(category_id)14 100 0 -0.007 0.170 -0.507 -0.003 0.478
factor(worker_id)4:factor(category_id)14 100 0 0.029 0.197 -0.455 0.009 0.585
factor(worker_id)5:factor(category_id)14 100 0 0.008 0.188 -0.529 -0.009 0.510
factor(worker_id)2:factor(category_id)15 100 0 -0.022 0.197 -0.573 -0.034 0.470
factor(worker_id)3:factor(category_id)15 100 0 -0.058 0.188 -0.446 -0.044 0.502
factor(worker_id)4:factor(category_id)15 100 0 0.005 0.164 -0.444 0.008 0.431
factor(worker_id)5:factor(category_id)15 100 0 -0.005 0.181 -0.588 -0.014 0.388
factor(worker_id)2:factor(category_id)16 100 0 0.005 0.191 -0.518 0.019 0.347
factor(worker_id)3:factor(category_id)16 100 0 -0.028 0.197 -0.680 -0.009 0.438
factor(worker_id)4:factor(category_id)16 100 0 -0.006 0.188 -0.452 -0.008 0.440
factor(worker_id)5:factor(category_id)16 100 0 0.006 0.201 -0.674 0.009 0.537
factor(worker_id)2:factor(category_id)17 100 0 0.003 0.213 -0.668 -0.006 0.426
factor(worker_id)3:factor(category_id)17 100 0 -0.003 0.218 -0.717 0.015 0.453
factor(worker_id)4:factor(category_id)17 100 0 0.017 0.209 -0.532 -0.010 0.462
factor(worker_id)5:factor(category_id)17 100 0 0.027 0.187 -0.461 0.040 0.390
factor(worker_id)2:factor(category_id)18 100 0 0.020 0.207 -0.474 0.015 0.527
factor(worker_id)3:factor(category_id)18 100 0 -0.002 0.202 -0.508 0.022 0.472
factor(worker_id)4:factor(category_id)18 100 0 0.024 0.194 -0.484 0.027 0.605
factor(worker_id)5:factor(category_id)18 100 0 0.004 0.215 -0.501 0.015 0.475
factor(worker_id)2:factor(category_id)19 100 0 0.010 0.203 -0.500 0.023 0.517
factor(worker_id)3:factor(category_id)19 100 0 -0.025 0.208 -0.668 0.011 0.427
factor(worker_id)4:factor(category_id)19 100 0 0.017 0.181 -0.353 0.005 0.489
factor(worker_id)5:factor(category_id)19 100 0 -0.005 0.216 -0.525 -0.007 0.430
factor(worker_id)2:factor(category_id)20 100 0 0.002 0.196 -0.394 -0.010 0.415
factor(worker_id)3:factor(category_id)20 100 0 -0.006 0.190 -0.661 -0.006 0.595
factor(worker_id)4:factor(category_id)20 100 0 0.013 0.180 -0.387 0.033 0.391
factor(worker_id)5:factor(category_id)20 100 0 0.014 0.192 -0.448 0.009 0.430

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.92
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 1
factor(worker_id)5:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 1
factor(worker_id)5:factor(category_id)4 0.54
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0.01
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 0
factor(worker_id)5:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0.33
factor(worker_id)3:factor(category_id)7 0
factor(worker_id)4:factor(category_id)7 0
factor(worker_id)5:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 1
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 0
factor(worker_id)5:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)3:factor(category_id)9 0
factor(worker_id)4:factor(category_id)9 0
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 1
factor(worker_id)3:factor(category_id)10 0
factor(worker_id)4:factor(category_id)10 0
factor(worker_id)5:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0
factor(worker_id)3:factor(category_id)11 0
factor(worker_id)4:factor(category_id)11 0
factor(worker_id)5:factor(category_id)11 0
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)3:factor(category_id)12 0
factor(worker_id)4:factor(category_id)12 0
factor(worker_id)5:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 1
factor(worker_id)3:factor(category_id)13 0
factor(worker_id)4:factor(category_id)13 0.02
factor(worker_id)5:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)3:factor(category_id)14 0
factor(worker_id)4:factor(category_id)14 0
factor(worker_id)5:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)3:factor(category_id)15 0
factor(worker_id)4:factor(category_id)15 0
factor(worker_id)5:factor(category_id)15 0.03
factor(worker_id)2:factor(category_id)16 0
factor(worker_id)3:factor(category_id)16 0
factor(worker_id)4:factor(category_id)16 0
factor(worker_id)5:factor(category_id)16 0
factor(worker_id)2:factor(category_id)17 0.35
factor(worker_id)3:factor(category_id)17 0
factor(worker_id)4:factor(category_id)17 0
factor(worker_id)5:factor(category_id)17 1
factor(worker_id)2:factor(category_id)18 0.39
factor(worker_id)3:factor(category_id)18 0
factor(worker_id)4:factor(category_id)18 0
factor(worker_id)5:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 0
factor(worker_id)3:factor(category_id)19 0
factor(worker_id)4:factor(category_id)19 0
factor(worker_id)5:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 1
factor(worker_id)3:factor(category_id)20 0
factor(worker_id)4:factor(category_id)20 0
factor(worker_id)5:factor(category_id)20 0.01

Significant match effect number = 11 out of 76

num_process = 500, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.001 0.044 -0.100 0.000 0.123
factor(worker_id)2 100 0 0.001 0.061 -0.162 0.004 0.176
factor(worker_id)3 100 0 0.000 0.070 -0.167 -0.001 0.156
factor(worker_id)4 100 0 0.000 0.063 -0.158 -0.003 0.134
factor(worker_id)5 100 0 0.002 0.067 -0.184 0.006 0.142
factor(category_id)2 100 0 0.003 0.065 -0.174 -0.002 0.143
factor(category_id)3 100 0 0.001 0.058 -0.137 -0.006 0.145
factor(category_id)4 100 0 0.002 0.068 -0.159 0.003 0.180
factor(category_id)5 100 0 0.003 0.064 -0.156 -0.005 0.181
factor(category_id)6 100 0 -0.001 0.063 -0.169 -0.002 0.155
factor(category_id)7 100 0 0.006 0.061 -0.156 0.003 0.141
factor(category_id)8 100 0 -0.001 0.059 -0.173 0.003 0.124
factor(category_id)9 100 0 0.001 0.055 -0.145 0.000 0.143
factor(category_id)10 100 0 -0.002 0.059 -0.158 -0.002 0.133
factor(category_id)11 100 0 -0.004 0.068 -0.166 0.007 0.147
factor(category_id)12 100 0 0.013 0.062 -0.160 0.019 0.185
factor(category_id)13 100 0 0.003 0.061 -0.159 0.012 0.131
factor(category_id)14 100 0 -0.007 0.067 -0.176 -0.008 0.191
factor(category_id)15 100 0 0.000 0.062 -0.156 0.001 0.162
factor(category_id)16 100 0 0.003 0.067 -0.138 0.012 0.187
factor(category_id)17 100 0 -0.004 0.062 -0.182 0.000 0.148
factor(category_id)18 100 0 0.003 0.062 -0.138 0.000 0.149
factor(category_id)19 100 0 0.000 0.059 -0.141 0.009 0.136
factor(category_id)20 100 0 -0.004 0.057 -0.176 -0.007 0.147
factor(worker_id)2:factor(category_id)2 100 0 -0.002 0.094 -0.225 -0.008 0.226
factor(worker_id)3:factor(category_id)2 100 0 -0.001 0.095 -0.216 -0.001 0.305
factor(worker_id)4:factor(category_id)2 100 0 0.005 0.086 -0.293 0.008 0.191
factor(worker_id)5:factor(category_id)2 100 0 -0.005 0.089 -0.243 0.002 0.267
factor(worker_id)2:factor(category_id)3 100 0 0.003 0.084 -0.239 0.012 0.269
factor(worker_id)3:factor(category_id)3 100 0 0.006 0.086 -0.221 0.010 0.230
factor(worker_id)4:factor(category_id)3 100 0 -0.003 0.084 -0.186 -0.004 0.162
factor(worker_id)5:factor(category_id)3 100 0 -0.004 0.086 -0.202 0.000 0.197
factor(worker_id)2:factor(category_id)4 100 0 -0.005 0.087 -0.223 0.004 0.193
factor(worker_id)3:factor(category_id)4 100 0 -0.002 0.094 -0.357 -0.001 0.169
factor(worker_id)4:factor(category_id)4 100 0 -0.001 0.093 -0.230 0.013 0.205
factor(worker_id)5:factor(category_id)4 100 0 -0.006 0.097 -0.197 -0.012 0.270
factor(worker_id)2:factor(category_id)5 100 0 -0.002 0.090 -0.291 0.008 0.199
factor(worker_id)3:factor(category_id)5 100 0 -0.002 0.093 -0.235 0.001 0.265
factor(worker_id)4:factor(category_id)5 100 0 -0.003 0.093 -0.223 -0.003 0.245
factor(worker_id)5:factor(category_id)5 100 0 0.001 0.094 -0.261 0.004 0.274
factor(worker_id)2:factor(category_id)6 100 0 0.004 0.090 -0.273 0.004 0.244
factor(worker_id)3:factor(category_id)6 100 0 0.003 0.093 -0.224 0.005 0.247
factor(worker_id)4:factor(category_id)6 100 0 0.002 0.088 -0.239 0.006 0.207
factor(worker_id)5:factor(category_id)6 100 0 0.003 0.096 -0.243 0.020 0.296
factor(worker_id)2:factor(category_id)7 100 0 -0.008 0.089 -0.235 -0.009 0.223
factor(worker_id)3:factor(category_id)7 100 0 -0.003 0.088 -0.224 -0.001 0.213
factor(worker_id)4:factor(category_id)7 100 0 -0.008 0.094 -0.293 0.001 0.192
factor(worker_id)5:factor(category_id)7 100 0 -0.010 0.094 -0.210 -0.013 0.182
factor(worker_id)2:factor(category_id)8 100 0 0.003 0.077 -0.205 0.009 0.180
factor(worker_id)3:factor(category_id)8 100 0 0.006 0.093 -0.211 0.008 0.260
factor(worker_id)4:factor(category_id)8 100 0 -0.004 0.087 -0.224 0.004 0.187
factor(worker_id)5:factor(category_id)8 100 0 0.001 0.089 -0.183 -0.002 0.228
factor(worker_id)2:factor(category_id)9 100 0 -0.002 0.089 -0.213 0.010 0.193
factor(worker_id)3:factor(category_id)9 100 0 -0.002 0.087 -0.241 0.006 0.194
factor(worker_id)4:factor(category_id)9 100 0 0.000 0.081 -0.173 0.002 0.170
factor(worker_id)5:factor(category_id)9 100 0 0.008 0.083 -0.175 0.014 0.178
factor(worker_id)2:factor(category_id)10 100 0 0.001 0.079 -0.185 -0.004 0.197
factor(worker_id)3:factor(category_id)10 100 0 0.002 0.088 -0.187 -0.003 0.214
factor(worker_id)4:factor(category_id)10 100 0 0.003 0.086 -0.165 -0.008 0.235
factor(worker_id)5:factor(category_id)10 100 0 -0.003 0.093 -0.294 -0.008 0.255
factor(worker_id)2:factor(category_id)11 100 0 0.001 0.093 -0.224 0.002 0.254
factor(worker_id)3:factor(category_id)11 100 0 -0.007 0.107 -0.272 -0.018 0.264
factor(worker_id)4:factor(category_id)11 100 0 0.005 0.094 -0.220 0.002 0.222
factor(worker_id)5:factor(category_id)11 100 0 -0.004 0.096 -0.241 -0.015 0.212
factor(worker_id)2:factor(category_id)12 100 0 -0.012 0.082 -0.242 -0.017 0.225
factor(worker_id)3:factor(category_id)12 100 0 -0.008 0.092 -0.174 -0.017 0.219
factor(worker_id)4:factor(category_id)12 100 0 -0.008 0.086 -0.269 -0.011 0.215
factor(worker_id)5:factor(category_id)12 100 0 -0.017 0.090 -0.271 -0.018 0.207
factor(worker_id)2:factor(category_id)13 100 0 -0.003 0.088 -0.266 -0.005 0.187
factor(worker_id)3:factor(category_id)13 100 0 -0.002 0.089 -0.183 -0.008 0.263
factor(worker_id)4:factor(category_id)13 100 0 -0.006 0.088 -0.216 -0.007 0.218
factor(worker_id)5:factor(category_id)13 100 0 -0.010 0.085 -0.183 -0.023 0.260
factor(worker_id)2:factor(category_id)14 100 0 0.008 0.091 -0.198 0.011 0.187
factor(worker_id)3:factor(category_id)14 100 0 0.016 0.102 -0.252 0.023 0.210
factor(worker_id)4:factor(category_id)14 100 0 0.011 0.083 -0.173 0.010 0.196
factor(worker_id)5:factor(category_id)14 100 0 0.003 0.085 -0.198 0.003 0.234
factor(worker_id)2:factor(category_id)15 100 0 0.003 0.092 -0.284 0.007 0.243
factor(worker_id)3:factor(category_id)15 100 0 -0.009 0.093 -0.209 -0.015 0.215
factor(worker_id)4:factor(category_id)15 100 0 0.000 0.092 -0.229 -0.006 0.204
factor(worker_id)5:factor(category_id)15 100 0 0.000 0.087 -0.223 -0.010 0.268
factor(worker_id)2:factor(category_id)16 100 0 0.001 0.088 -0.267 0.000 0.204
factor(worker_id)3:factor(category_id)16 100 0 -0.003 0.103 -0.292 -0.010 0.282
factor(worker_id)4:factor(category_id)16 100 0 -0.006 0.082 -0.229 0.005 0.150
factor(worker_id)5:factor(category_id)16 100 0 -0.004 0.096 -0.201 0.003 0.279
factor(worker_id)2:factor(category_id)17 100 0 0.002 0.092 -0.230 0.001 0.235
factor(worker_id)3:factor(category_id)17 100 0 0.006 0.085 -0.214 0.003 0.200
factor(worker_id)4:factor(category_id)17 100 0 0.007 0.090 -0.225 0.005 0.229
factor(worker_id)5:factor(category_id)17 100 0 -0.005 0.093 -0.175 -0.009 0.275
factor(worker_id)2:factor(category_id)18 100 0 0.000 0.085 -0.201 0.004 0.222
factor(worker_id)3:factor(category_id)18 100 0 -0.005 0.092 -0.220 0.000 0.228
factor(worker_id)4:factor(category_id)18 100 0 -0.003 0.085 -0.217 -0.003 0.190
factor(worker_id)5:factor(category_id)18 100 0 -0.008 0.092 -0.193 -0.012 0.200
factor(worker_id)2:factor(category_id)19 100 0 0.004 0.076 -0.137 -0.002 0.248
factor(worker_id)3:factor(category_id)19 100 0 0.000 0.084 -0.191 -0.009 0.221
factor(worker_id)4:factor(category_id)19 100 0 -0.010 0.091 -0.241 -0.009 0.164
factor(worker_id)5:factor(category_id)19 100 0 0.001 0.089 -0.220 -0.005 0.235
factor(worker_id)2:factor(category_id)20 100 0 0.007 0.085 -0.194 0.004 0.291
factor(worker_id)3:factor(category_id)20 100 0 0.005 0.086 -0.231 0.010 0.202
factor(worker_id)4:factor(category_id)20 100 0 0.012 0.086 -0.200 0.010 0.243
factor(worker_id)5:factor(category_id)20 100 0 0.004 0.087 -0.185 -0.010 0.243

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 0
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 1
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0.69
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0.03
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0.19
factor(worker_id)5:factor(category_id)4 0.03
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 1
factor(worker_id)5:factor(category_id)5 0.98
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 1
factor(worker_id)5:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 1
factor(worker_id)3:factor(category_id)7 0
factor(worker_id)4:factor(category_id)7 0.89
factor(worker_id)5:factor(category_id)7 1
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 1
factor(worker_id)5:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)3:factor(category_id)9 0
factor(worker_id)4:factor(category_id)9 1
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)3:factor(category_id)10 0
factor(worker_id)4:factor(category_id)10 0
factor(worker_id)5:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0
factor(worker_id)3:factor(category_id)11 0
factor(worker_id)4:factor(category_id)11 0
factor(worker_id)5:factor(category_id)11 0
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)3:factor(category_id)12 0
factor(worker_id)4:factor(category_id)12 1
factor(worker_id)5:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 0.02
factor(worker_id)3:factor(category_id)13 0
factor(worker_id)4:factor(category_id)13 0
factor(worker_id)5:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 1
factor(worker_id)3:factor(category_id)14 0
factor(worker_id)4:factor(category_id)14 1
factor(worker_id)5:factor(category_id)14 1
factor(worker_id)2:factor(category_id)15 1
factor(worker_id)3:factor(category_id)15 1
factor(worker_id)4:factor(category_id)15 1
factor(worker_id)5:factor(category_id)15 0.98
factor(worker_id)2:factor(category_id)16 0
factor(worker_id)3:factor(category_id)16 0
factor(worker_id)4:factor(category_id)16 1
factor(worker_id)5:factor(category_id)16 0
factor(worker_id)2:factor(category_id)17 0
factor(worker_id)3:factor(category_id)17 0
factor(worker_id)4:factor(category_id)17 0
factor(worker_id)5:factor(category_id)17 0
factor(worker_id)2:factor(category_id)18 1
factor(worker_id)3:factor(category_id)18 0.78
factor(worker_id)4:factor(category_id)18 1
factor(worker_id)5:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 0.09
factor(worker_id)3:factor(category_id)19 1
factor(worker_id)4:factor(category_id)19 1
factor(worker_id)5:factor(category_id)19 1
factor(worker_id)2:factor(category_id)20 0
factor(worker_id)3:factor(category_id)20 0
factor(worker_id)4:factor(category_id)20 0
factor(worker_id)5:factor(category_id)20 1

Significant match effect number = 27 out of 76

worker=5 category=30 data

num_process = 10, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.012 0.329 -0.946 0.010 0.731
factor(worker_id)2 100 0 -0.087 0.431 -1.158 -0.094 0.905
factor(worker_id)3 100 0 -0.004 0.418 -1.088 -0.002 1.103
factor(worker_id)4 100 0 -0.040 0.472 -0.879 -0.034 0.999
factor(worker_id)5 100 0 0.027 0.472 -1.191 0.016 1.060
factor(category_id)2 100 0 -0.017 0.422 -1.030 0.045 0.694
factor(category_id)3 100 0 -0.032 0.438 -1.412 -0.024 1.290
factor(category_id)4 100 0 -0.045 0.467 -1.297 -0.039 0.917
factor(category_id)5 100 0 0.035 0.464 -1.426 0.054 1.163
factor(category_id)6 100 0 -0.029 0.427 -0.932 -0.045 0.945
factor(category_id)7 100 0 -0.001 0.496 -1.427 0.041 1.085
factor(category_id)8 100 0 -0.011 0.430 -1.023 -0.033 1.187
factor(category_id)9 100 0 -0.029 0.449 -0.961 0.029 1.157
factor(category_id)10 100 0 0.015 0.490 -1.481 0.071 1.091
factor(category_id)11 100 0 0.016 0.455 -1.244 0.020 1.230
factor(category_id)12 100 0 0.023 0.460 -1.015 -0.016 1.192
factor(category_id)13 100 0 -0.033 0.464 -1.165 -0.038 1.276
factor(category_id)14 100 0 -0.029 0.471 -1.304 0.005 1.183
factor(category_id)15 100 0 -0.051 0.480 -1.018 -0.035 1.054
factor(category_id)16 100 0 0.051 0.481 -1.272 0.064 1.310
factor(category_id)17 100 0 -0.002 0.483 -1.053 -0.022 1.123
factor(category_id)18 100 0 -0.024 0.540 -1.278 -0.018 1.368
factor(category_id)19 100 0 -0.020 0.503 -1.076 -0.034 1.265
factor(category_id)20 100 0 -0.034 0.500 -1.385 -0.026 1.251
factor(category_id)21 100 0 0.001 0.458 -1.549 0.042 1.271
factor(category_id)22 100 0 0.029 0.448 -0.975 -0.020 1.306
factor(category_id)23 100 0 0.080 0.486 -1.012 0.093 1.335
factor(category_id)24 100 0 -0.039 0.469 -1.267 -0.063 1.446
factor(category_id)25 100 0 -0.006 0.467 -1.489 -0.058 0.997
factor(category_id)26 100 0 -0.009 0.416 -0.865 -0.046 1.069
factor(category_id)27 100 0 0.042 0.500 -1.036 0.060 1.970
factor(category_id)28 100 0 0.006 0.439 -1.369 0.072 1.080
factor(category_id)29 100 0 0.010 0.429 -1.159 -0.034 0.928
factor(category_id)30 100 0 0.021 0.483 -0.981 -0.021 1.796
factor(worker_id)2:factor(category_id)2 100 0 0.095 0.585 -1.365 0.125 1.766
factor(worker_id)3:factor(category_id)2 100 0 0.027 0.622 -1.911 0.052 1.563
factor(worker_id)4:factor(category_id)2 100 0 0.115 0.649 -1.225 0.039 1.955
factor(worker_id)5:factor(category_id)2 100 0 -0.043 0.668 -1.400 -0.076 1.800
factor(worker_id)2:factor(category_id)3 100 0 0.125 0.617 -1.378 0.094 1.587
factor(worker_id)3:factor(category_id)3 100 0 0.119 0.583 -1.289 0.078 1.534
factor(worker_id)4:factor(category_id)3 100 0 0.021 0.563 -1.529 0.021 1.429
factor(worker_id)5:factor(category_id)3 100 0 -0.027 0.615 -1.553 -0.036 1.933
factor(worker_id)2:factor(category_id)4 100 0 0.161 0.649 -1.339 0.115 1.771
factor(worker_id)3:factor(category_id)4 100 0 0.114 0.646 -1.489 0.152 1.554
factor(worker_id)4:factor(category_id)4 100 0 0.071 0.703 -1.338 0.051 1.531
factor(worker_id)5:factor(category_id)4 100 0 -0.035 0.701 -1.772 -0.045 1.733
factor(worker_id)2:factor(category_id)5 100 0 0.017 0.647 -1.584 0.132 1.849
factor(worker_id)3:factor(category_id)5 100 0 -0.060 0.646 -1.627 -0.087 1.921
factor(worker_id)4:factor(category_id)5 100 0 -0.004 0.723 -1.637 -0.152 1.813
factor(worker_id)5:factor(category_id)5 100 0 -0.085 0.666 -1.890 -0.110 1.379
factor(worker_id)2:factor(category_id)6 100 0 0.115 0.588 -1.368 0.133 1.302
factor(worker_id)3:factor(category_id)6 100 0 0.022 0.623 -1.435 0.066 1.671
factor(worker_id)4:factor(category_id)6 100 0 0.096 0.653 -1.504 0.176 1.576
factor(worker_id)5:factor(category_id)6 100 0 0.005 0.624 -1.733 -0.014 1.386
factor(worker_id)2:factor(category_id)7 100 0 0.038 0.604 -1.530 -0.015 1.652
factor(worker_id)3:factor(category_id)7 100 0 -0.033 0.651 -1.290 -0.075 1.635
factor(worker_id)4:factor(category_id)7 100 0 0.074 0.651 -1.292 0.085 1.588
factor(worker_id)5:factor(category_id)7 100 0 -0.056 0.659 -1.436 -0.076 1.376
factor(worker_id)2:factor(category_id)8 100 0 0.076 0.620 -1.233 0.065 1.531
factor(worker_id)3:factor(category_id)8 100 0 -0.036 0.603 -1.550 -0.033 1.418
factor(worker_id)4:factor(category_id)8 100 0 0.004 0.630 -1.582 0.036 1.299
factor(worker_id)5:factor(category_id)8 100 0 -0.002 0.657 -1.354 -0.056 2.042
factor(worker_id)2:factor(category_id)9 100 0 0.123 0.564 -1.073 0.152 1.537
factor(worker_id)3:factor(category_id)9 100 0 -0.001 0.580 -1.084 -0.033 1.292
factor(worker_id)4:factor(category_id)9 100 0 0.053 0.689 -1.703 0.054 1.670
factor(worker_id)5:factor(category_id)9 100 0 0.016 0.618 -1.517 0.028 1.333
factor(worker_id)2:factor(category_id)10 100 0 0.080 0.668 -1.246 0.065 1.665
factor(worker_id)3:factor(category_id)10 100 0 0.008 0.762 -1.804 -0.065 1.539
factor(worker_id)4:factor(category_id)10 100 0 0.065 0.696 -1.631 0.090 1.426
factor(worker_id)5:factor(category_id)10 100 0 -0.075 0.616 -1.405 -0.053 1.875
factor(worker_id)2:factor(category_id)11 100 0 0.055 0.571 -1.161 0.014 1.364
factor(worker_id)3:factor(category_id)11 100 0 0.007 0.601 -1.458 -0.002 1.598
factor(worker_id)4:factor(category_id)11 100 0 -0.024 0.549 -1.390 0.009 1.684
factor(worker_id)5:factor(category_id)11 100 0 -0.015 0.675 -1.378 -0.050 1.776
factor(worker_id)2:factor(category_id)12 100 0 -0.021 0.642 -1.422 -0.051 1.486
factor(worker_id)3:factor(category_id)12 100 0 -0.067 0.595 -1.704 -0.034 1.301
factor(worker_id)4:factor(category_id)12 100 0 -0.002 0.666 -1.440 0.094 1.610
factor(worker_id)5:factor(category_id)12 100 0 -0.086 0.573 -1.494 -0.103 1.386
factor(worker_id)2:factor(category_id)13 100 0 0.115 0.613 -1.322 0.145 1.606
factor(worker_id)3:factor(category_id)13 100 0 0.027 0.665 -1.905 0.038 1.609
factor(worker_id)4:factor(category_id)13 100 0 0.033 0.653 -1.333 0.031 1.240
factor(worker_id)5:factor(category_id)13 100 0 -0.022 0.652 -1.724 0.008 1.359
factor(worker_id)2:factor(category_id)14 100 0 0.099 0.672 -1.463 0.152 2.112
factor(worker_id)3:factor(category_id)14 100 0 0.023 0.570 -1.210 0.018 1.623
factor(worker_id)4:factor(category_id)14 100 0 0.020 0.667 -1.763 -0.014 1.385
factor(worker_id)5:factor(category_id)14 100 0 -0.047 0.642 -1.747 -0.047 2.171
factor(worker_id)2:factor(category_id)15 100 0 0.165 0.712 -1.465 0.127 1.952
factor(worker_id)3:factor(category_id)15 100 0 0.045 0.638 -1.440 -0.002 1.505
factor(worker_id)4:factor(category_id)15 100 0 0.088 0.652 -1.806 -0.021 1.411
factor(worker_id)5:factor(category_id)15 100 0 0.051 0.624 -1.337 0.099 1.449
factor(worker_id)2:factor(category_id)16 100 0 0.045 0.658 -1.536 0.058 1.822
factor(worker_id)3:factor(category_id)16 100 0 -0.039 0.623 -1.714 -0.048 1.800
factor(worker_id)4:factor(category_id)16 100 0 0.004 0.644 -1.505 -0.006 1.462
factor(worker_id)5:factor(category_id)16 100 0 -0.120 0.650 -1.903 -0.202 1.541
factor(worker_id)2:factor(category_id)17 100 0 0.079 0.627 -1.890 0.118 1.391
factor(worker_id)3:factor(category_id)17 100 0 -0.039 0.643 -1.696 -0.012 1.352
factor(worker_id)4:factor(category_id)17 100 0 0.013 0.684 -1.894 0.082 1.550
factor(worker_id)5:factor(category_id)17 100 0 -0.004 0.682 -1.673 -0.054 1.676
factor(worker_id)2:factor(category_id)18 100 0 0.110 0.719 -1.647 0.058 2.029
factor(worker_id)3:factor(category_id)18 100 0 -0.053 0.663 -1.621 -0.074 1.726
factor(worker_id)4:factor(category_id)18 100 0 0.079 0.680 -1.664 0.120 2.017
factor(worker_id)5:factor(category_id)18 100 0 -0.011 0.754 -2.078 -0.012 1.794
factor(worker_id)2:factor(category_id)19 100 0 0.103 0.666 -1.789 0.115 1.828
factor(worker_id)3:factor(category_id)19 100 0 0.031 0.647 -1.594 0.055 1.730
factor(worker_id)4:factor(category_id)19 100 0 0.040 0.653 -1.632 0.034 1.789
factor(worker_id)5:factor(category_id)19 100 0 -0.006 0.704 -1.528 -0.004 1.749
factor(worker_id)2:factor(category_id)20 100 0 0.119 0.711 -1.405 0.140 1.530
factor(worker_id)3:factor(category_id)20 100 0 0.012 0.675 -1.545 0.056 1.480
factor(worker_id)4:factor(category_id)20 100 0 0.010 0.707 -1.716 -0.005 1.795
factor(worker_id)5:factor(category_id)20 100 0 -0.008 0.729 -1.853 -0.047 2.208
factor(worker_id)2:factor(category_id)21 100 0 0.071 0.665 -1.459 0.032 2.167
factor(worker_id)3:factor(category_id)21 100 0 0.064 0.600 -1.666 -0.005 1.830
factor(worker_id)4:factor(category_id)21 100 0 -0.034 0.617 -1.796 0.062 1.702
factor(worker_id)5:factor(category_id)21 100 0 -0.019 0.617 -1.195 -0.076 1.944
factor(worker_id)2:factor(category_id)22 100 0 0.024 0.627 -1.672 0.028 1.544
factor(worker_id)3:factor(category_id)22 100 0 -0.081 0.557 -1.200 -0.137 1.083
factor(worker_id)4:factor(category_id)22 100 0 -0.004 0.668 -1.683 -0.020 1.563
factor(worker_id)5:factor(category_id)22 100 0 -0.068 0.586 -1.707 -0.019 1.139
factor(worker_id)2:factor(category_id)23 100 0 0.028 0.615 -1.398 0.026 1.660
factor(worker_id)3:factor(category_id)23 100 0 -0.133 0.665 -1.440 -0.145 1.516
factor(worker_id)4:factor(category_id)23 100 0 0.031 0.615 -1.526 0.029 1.685
factor(worker_id)5:factor(category_id)23 100 0 -0.106 0.667 -1.959 -0.112 1.430
factor(worker_id)2:factor(category_id)24 100 0 0.107 0.657 -1.818 0.207 1.214
factor(worker_id)3:factor(category_id)24 100 0 0.064 0.639 -1.699 0.101 1.385
factor(worker_id)4:factor(category_id)24 100 0 0.094 0.679 -2.060 0.101 1.160
factor(worker_id)5:factor(category_id)24 100 0 0.024 0.676 -2.058 -0.008 1.943
factor(worker_id)2:factor(category_id)25 100 0 0.083 0.647 -1.217 0.071 2.231
factor(worker_id)3:factor(category_id)25 100 0 0.003 0.622 -1.984 0.021 1.422
factor(worker_id)4:factor(category_id)25 100 0 0.068 0.650 -1.475 0.125 1.561
factor(worker_id)5:factor(category_id)25 100 0 -0.044 0.639 -1.565 -0.071 2.176
factor(worker_id)2:factor(category_id)26 100 0 0.066 0.628 -1.351 0.060 1.550
factor(worker_id)3:factor(category_id)26 100 0 -0.008 0.614 -1.885 -0.081 1.631
factor(worker_id)4:factor(category_id)26 100 0 0.039 0.578 -1.260 0.037 1.370
factor(worker_id)5:factor(category_id)26 100 0 0.007 0.548 -1.368 -0.014 1.308
factor(worker_id)2:factor(category_id)27 100 0 0.045 0.657 -2.092 0.025 1.231
factor(worker_id)3:factor(category_id)27 100 0 -0.056 0.645 -1.807 -0.071 1.143
factor(worker_id)4:factor(category_id)27 100 0 -0.043 0.644 -1.514 -0.004 1.556
factor(worker_id)5:factor(category_id)27 100 0 -0.074 0.711 -1.702 -0.039 1.833
factor(worker_id)2:factor(category_id)28 100 0 0.081 0.603 -1.202 0.119 1.720
factor(worker_id)3:factor(category_id)28 100 0 0.007 0.660 -1.481 -0.019 1.704
factor(worker_id)4:factor(category_id)28 100 0 0.065 0.602 -1.341 0.083 1.455
factor(worker_id)5:factor(category_id)28 100 0 -0.004 0.623 -1.501 0.041 1.982
factor(worker_id)2:factor(category_id)29 100 0 0.051 0.610 -1.309 0.023 1.590
factor(worker_id)3:factor(category_id)29 100 0 -0.043 0.599 -1.442 -0.075 1.599
factor(worker_id)4:factor(category_id)29 100 0 0.010 0.624 -1.466 -0.026 1.562
factor(worker_id)5:factor(category_id)29 100 0 -0.048 0.567 -1.513 -0.065 1.418
factor(worker_id)2:factor(category_id)30 100 0 0.065 0.658 -2.165 0.095 1.274
factor(worker_id)3:factor(category_id)30 100 0 -0.069 0.630 -1.517 -0.058 1.536
factor(worker_id)4:factor(category_id)30 100 0 -0.043 0.608 -1.618 -0.124 1.304
factor(worker_id)5:factor(category_id)30 100 0 -0.102 0.680 -2.063 -0.092 1.571

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.98
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 0.95
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0.02
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0.83
factor(worker_id)4:factor(category_id)4 0.65
factor(worker_id)5:factor(category_id)4 0.79
factor(worker_id)2:factor(category_id)5 0.02
factor(worker_id)3:factor(category_id)5 0.01
factor(worker_id)4:factor(category_id)5 0.63
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 0.03
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 0.49
factor(worker_id)5:factor(category_id)6 0.8
factor(worker_id)2:factor(category_id)7 0.97
factor(worker_id)3:factor(category_id)7 0
factor(worker_id)4:factor(category_id)7 0
factor(worker_id)5:factor(category_id)7 0.02
factor(worker_id)2:factor(category_id)8 0.46
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 0
factor(worker_id)5:factor(category_id)8 0.15
factor(worker_id)2:factor(category_id)9 0.89
factor(worker_id)3:factor(category_id)9 0
factor(worker_id)4:factor(category_id)9 0
factor(worker_id)5:factor(category_id)9 0.33
factor(worker_id)2:factor(category_id)10 0.16
factor(worker_id)3:factor(category_id)10 0
factor(worker_id)4:factor(category_id)10 0.05
factor(worker_id)5:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0
factor(worker_id)3:factor(category_id)11 0
factor(worker_id)4:factor(category_id)11 0.21
factor(worker_id)5:factor(category_id)11 0.38
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)3:factor(category_id)12 0.03
factor(worker_id)4:factor(category_id)12 0.5
factor(worker_id)5:factor(category_id)12 0.99
factor(worker_id)2:factor(category_id)13 0
factor(worker_id)3:factor(category_id)13 0
factor(worker_id)4:factor(category_id)13 0
factor(worker_id)5:factor(category_id)13 0.9
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)3:factor(category_id)14 0
factor(worker_id)4:factor(category_id)14 0
factor(worker_id)5:factor(category_id)14 0.06
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)3:factor(category_id)15 0
factor(worker_id)4:factor(category_id)15 0
factor(worker_id)5:factor(category_id)15 0.24
factor(worker_id)2:factor(category_id)16 0
factor(worker_id)3:factor(category_id)16 0
factor(worker_id)4:factor(category_id)16 0.04
factor(worker_id)5:factor(category_id)16 0.48
factor(worker_id)2:factor(category_id)17 0.19
factor(worker_id)3:factor(category_id)17 0.96
factor(worker_id)4:factor(category_id)17 0.35
factor(worker_id)5:factor(category_id)17 1
factor(worker_id)2:factor(category_id)18 0.05
factor(worker_id)3:factor(category_id)18 0
factor(worker_id)4:factor(category_id)18 0.27
factor(worker_id)5:factor(category_id)18 0.45
factor(worker_id)2:factor(category_id)19 0
factor(worker_id)3:factor(category_id)19 0.01
factor(worker_id)4:factor(category_id)19 0.11
factor(worker_id)5:factor(category_id)19 0.39
factor(worker_id)2:factor(category_id)20 0
factor(worker_id)3:factor(category_id)20 0.5
factor(worker_id)4:factor(category_id)20 0
factor(worker_id)5:factor(category_id)20 0.01
factor(worker_id)2:factor(category_id)21 0
factor(worker_id)3:factor(category_id)21 0.09
factor(worker_id)4:factor(category_id)21 0.99
factor(worker_id)5:factor(category_id)21 0.08
factor(worker_id)2:factor(category_id)22 0
factor(worker_id)3:factor(category_id)22 0
factor(worker_id)4:factor(category_id)22 0.01
factor(worker_id)5:factor(category_id)22 0.29
factor(worker_id)2:factor(category_id)23 0
factor(worker_id)3:factor(category_id)23 0
factor(worker_id)4:factor(category_id)23 0
factor(worker_id)5:factor(category_id)23 0.84
factor(worker_id)2:factor(category_id)24 0
factor(worker_id)3:factor(category_id)24 0
factor(worker_id)4:factor(category_id)24 0
factor(worker_id)5:factor(category_id)24 0.27
factor(worker_id)2:factor(category_id)25 0.14
factor(worker_id)3:factor(category_id)25 0
factor(worker_id)4:factor(category_id)25 0.83
factor(worker_id)5:factor(category_id)25 0.64
factor(worker_id)2:factor(category_id)26 0.17
factor(worker_id)3:factor(category_id)26 0.01
factor(worker_id)4:factor(category_id)26 0
factor(worker_id)5:factor(category_id)26 0.13
factor(worker_id)2:factor(category_id)27 0
factor(worker_id)3:factor(category_id)27 0
factor(worker_id)4:factor(category_id)27 0.01
factor(worker_id)5:factor(category_id)27 0.01
factor(worker_id)2:factor(category_id)28 0
factor(worker_id)3:factor(category_id)28 0
factor(worker_id)4:factor(category_id)28 0.51
factor(worker_id)5:factor(category_id)28 0.01
factor(worker_id)2:factor(category_id)29 1
factor(worker_id)3:factor(category_id)29 1
factor(worker_id)4:factor(category_id)29 0.93
factor(worker_id)5:factor(category_id)29 1
factor(worker_id)2:factor(category_id)30 0
factor(worker_id)3:factor(category_id)30 0
factor(worker_id)4:factor(category_id)30 0
factor(worker_id)5:factor(category_id)30 0.01

Significant match effect number = 14 out of 116

num_process = 20, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.019 0.224 -0.479 -0.002 0.552
factor(worker_id)2 100 0 0.011 0.318 -0.630 0.022 0.854
factor(worker_id)3 100 0 0.032 0.323 -0.778 0.073 0.617
factor(worker_id)4 100 0 -0.003 0.316 -0.680 -0.005 0.828
factor(worker_id)5 100 0 0.015 0.302 -0.690 -0.033 0.893
factor(category_id)2 100 0 0.020 0.314 -0.799 0.014 0.829
factor(category_id)3 100 0 0.023 0.323 -0.724 0.038 0.694
factor(category_id)4 100 0 0.036 0.299 -0.694 0.056 0.801
factor(category_id)5 100 0 0.021 0.298 -0.743 0.067 0.621
factor(category_id)6 100 0 -0.029 0.344 -0.868 -0.054 0.715
factor(category_id)7 100 0 -0.022 0.320 -0.835 0.016 0.808
factor(category_id)8 100 0 0.045 0.291 -0.708 0.035 0.709
factor(category_id)9 100 0 0.045 0.318 -0.748 0.041 0.846
factor(category_id)10 100 0 0.023 0.287 -0.664 0.046 0.601
factor(category_id)11 100 0 0.017 0.295 -0.723 0.006 0.616
factor(category_id)12 100 0 0.010 0.342 -0.844 0.037 0.726
factor(category_id)13 100 0 0.014 0.325 -0.773 -0.006 0.848
factor(category_id)14 100 0 0.050 0.309 -0.772 0.077 0.643
factor(category_id)15 100 0 -0.022 0.310 -0.692 -0.018 0.744
factor(category_id)16 100 0 0.003 0.336 -0.907 0.035 0.788
factor(category_id)17 100 0 0.047 0.309 -0.934 0.073 0.771
factor(category_id)18 100 0 0.038 0.327 -0.791 0.007 0.852
factor(category_id)19 100 0 0.033 0.320 -0.831 0.037 0.714
factor(category_id)20 100 0 0.033 0.310 -0.694 0.015 0.743
factor(category_id)21 100 0 0.047 0.347 -0.764 0.049 0.812
factor(category_id)22 100 0 0.028 0.335 -0.740 0.035 0.972
factor(category_id)23 100 0 0.027 0.311 -0.691 0.021 0.732
factor(category_id)24 100 0 0.023 0.316 -0.933 0.031 0.740
factor(category_id)25 100 0 0.022 0.330 -0.951 0.089 0.915
factor(category_id)26 100 0 -0.006 0.301 -0.776 0.033 0.677
factor(category_id)27 100 0 0.035 0.341 -0.856 0.024 0.777
factor(category_id)28 100 0 0.027 0.305 -0.705 0.055 0.887
factor(category_id)29 100 0 0.002 0.306 -0.987 0.011 0.861
factor(category_id)30 100 0 0.021 0.320 -0.703 0.035 0.708
factor(worker_id)2:factor(category_id)2 100 0 -0.035 0.437 -1.136 -0.054 1.184
factor(worker_id)3:factor(category_id)2 100 0 -0.007 0.516 -1.087 -0.048 1.332
factor(worker_id)4:factor(category_id)2 100 0 -0.025 0.456 -1.184 -0.007 0.966
factor(worker_id)5:factor(category_id)2 100 0 -0.034 0.435 -1.339 -0.029 0.832
factor(worker_id)2:factor(category_id)3 100 0 -0.001 0.459 -1.195 -0.008 1.293
factor(worker_id)3:factor(category_id)3 100 0 -0.052 0.467 -1.100 -0.089 1.506
factor(worker_id)4:factor(category_id)3 100 0 -0.017 0.487 -1.351 -0.009 1.515
factor(worker_id)5:factor(category_id)3 100 0 -0.021 0.423 -1.211 -0.018 1.102
factor(worker_id)2:factor(category_id)4 100 0 0.002 0.385 -1.369 0.032 0.803
factor(worker_id)3:factor(category_id)4 100 0 -0.077 0.420 -0.960 -0.094 0.883
factor(worker_id)4:factor(category_id)4 100 0 -0.002 0.436 -1.001 0.024 1.032
factor(worker_id)5:factor(category_id)4 100 0 -0.042 0.438 -1.061 -0.042 0.903
factor(worker_id)2:factor(category_id)5 100 0 -0.023 0.419 -1.137 -0.057 1.130
factor(worker_id)3:factor(category_id)5 100 0 -0.040 0.439 -1.145 -0.064 1.152
factor(worker_id)4:factor(category_id)5 100 0 0.010 0.407 -0.978 -0.032 0.972
factor(worker_id)5:factor(category_id)5 100 0 -0.023 0.426 -1.245 -0.020 1.373
factor(worker_id)2:factor(category_id)6 100 0 0.020 0.476 -1.128 -0.008 1.181
factor(worker_id)3:factor(category_id)6 100 0 0.019 0.482 -1.177 0.017 1.530
factor(worker_id)4:factor(category_id)6 100 0 0.073 0.459 -0.880 0.070 1.121
factor(worker_id)5:factor(category_id)6 100 0 -0.010 0.463 -1.185 -0.020 1.245
factor(worker_id)2:factor(category_id)7 100 0 0.004 0.461 -1.083 -0.068 1.262
factor(worker_id)3:factor(category_id)7 100 0 0.032 0.447 -1.099 0.004 1.377
factor(worker_id)4:factor(category_id)7 100 0 0.087 0.426 -1.039 0.107 1.234
factor(worker_id)5:factor(category_id)7 100 0 0.014 0.445 -1.024 0.053 1.286
factor(worker_id)2:factor(category_id)8 100 0 -0.037 0.444 -1.284 -0.021 1.158
factor(worker_id)3:factor(category_id)8 100 0 -0.042 0.476 -1.325 -0.025 1.206
factor(worker_id)4:factor(category_id)8 100 0 -0.014 0.410 -1.322 0.016 0.939
factor(worker_id)5:factor(category_id)8 100 0 -0.024 0.372 -0.794 -0.032 0.965
factor(worker_id)2:factor(category_id)9 100 0 -0.026 0.431 -1.115 -0.032 0.933
factor(worker_id)3:factor(category_id)9 100 0 -0.070 0.466 -1.032 -0.105 1.205
factor(worker_id)4:factor(category_id)9 100 0 -0.007 0.506 -1.200 0.052 1.039
factor(worker_id)5:factor(category_id)9 100 0 -0.044 0.435 -1.194 -0.047 0.782
factor(worker_id)2:factor(category_id)10 100 0 -0.027 0.434 -1.066 -0.042 1.039
factor(worker_id)3:factor(category_id)10 100 0 -0.023 0.424 -0.971 0.001 1.074
factor(worker_id)4:factor(category_id)10 100 0 -0.026 0.441 -1.044 0.023 0.912
factor(worker_id)5:factor(category_id)10 100 0 0.001 0.407 -1.153 -0.002 0.993
factor(worker_id)2:factor(category_id)11 100 0 -0.010 0.421 -1.196 -0.029 0.900
factor(worker_id)3:factor(category_id)11 100 0 -0.041 0.418 -1.280 -0.078 0.990
factor(worker_id)4:factor(category_id)11 100 0 0.003 0.432 -0.926 -0.022 0.969
factor(worker_id)5:factor(category_id)11 100 0 0.045 0.434 -0.936 0.031 1.201
factor(worker_id)2:factor(category_id)12 100 0 -0.005 0.444 -1.171 -0.040 0.994
factor(worker_id)3:factor(category_id)12 100 0 -0.036 0.462 -0.996 -0.060 1.326
factor(worker_id)4:factor(category_id)12 100 0 0.035 0.468 -1.222 0.048 1.171
factor(worker_id)5:factor(category_id)12 100 0 -0.005 0.422 -0.868 0.031 1.121
factor(worker_id)2:factor(category_id)13 100 0 -0.032 0.428 -0.954 -0.004 0.705
factor(worker_id)3:factor(category_id)13 100 0 0.005 0.481 -1.120 -0.019 1.030
factor(worker_id)4:factor(category_id)13 100 0 -0.024 0.449 -1.122 0.009 0.970
factor(worker_id)5:factor(category_id)13 100 0 0.002 0.443 -1.075 0.017 1.216
factor(worker_id)2:factor(category_id)14 100 0 -0.059 0.435 -1.147 -0.090 1.069
factor(worker_id)3:factor(category_id)14 100 0 -0.017 0.425 -0.954 -0.024 1.236
factor(worker_id)4:factor(category_id)14 100 0 0.012 0.426 -1.049 -0.007 1.400
factor(worker_id)5:factor(category_id)14 100 0 -0.064 0.442 -1.274 -0.068 0.887
factor(worker_id)2:factor(category_id)15 100 0 0.040 0.418 -1.331 0.064 1.083
factor(worker_id)3:factor(category_id)15 100 0 0.021 0.484 -1.047 -0.016 1.066
factor(worker_id)4:factor(category_id)15 100 0 -0.007 0.428 -1.114 -0.034 1.057
factor(worker_id)5:factor(category_id)15 100 0 0.017 0.460 -0.893 0.060 1.519
factor(worker_id)2:factor(category_id)16 100 0 -0.033 0.452 -0.942 -0.054 1.231
factor(worker_id)3:factor(category_id)16 100 0 -0.029 0.464 -0.830 -0.119 1.140
factor(worker_id)4:factor(category_id)16 100 0 0.027 0.428 -1.182 0.062 0.958
factor(worker_id)5:factor(category_id)16 100 0 -0.052 0.447 -1.044 -0.009 1.076
factor(worker_id)2:factor(category_id)17 100 0 -0.021 0.428 -1.049 -0.009 0.883
factor(worker_id)3:factor(category_id)17 100 0 -0.050 0.437 -1.077 -0.088 1.257
factor(worker_id)4:factor(category_id)17 100 0 0.023 0.476 -1.247 -0.013 1.253
factor(worker_id)5:factor(category_id)17 100 0 -0.029 0.506 -1.433 0.035 0.892
factor(worker_id)2:factor(category_id)18 100 0 -0.037 0.469 -1.225 -0.030 1.028
factor(worker_id)3:factor(category_id)18 100 0 -0.047 0.455 -1.184 -0.025 1.081
factor(worker_id)4:factor(category_id)18 100 0 -0.002 0.485 -1.225 0.015 0.988
factor(worker_id)5:factor(category_id)18 100 0 -0.075 0.452 -1.413 -0.108 0.901
factor(worker_id)2:factor(category_id)19 100 0 -0.008 0.441 -1.180 0.007 1.072
factor(worker_id)3:factor(category_id)19 100 0 -0.010 0.430 -0.956 -0.002 0.975
factor(worker_id)4:factor(category_id)19 100 0 0.039 0.454 -1.137 0.089 1.080
factor(worker_id)5:factor(category_id)19 100 0 0.021 0.441 -1.140 0.022 1.080
factor(worker_id)2:factor(category_id)20 100 0 -0.032 0.451 -1.176 0.004 1.084
factor(worker_id)3:factor(category_id)20 100 0 -0.052 0.469 -1.306 -0.072 1.089
factor(worker_id)4:factor(category_id)20 100 0 -0.047 0.451 -1.166 -0.020 0.855
factor(worker_id)5:factor(category_id)20 100 0 -0.015 0.387 -1.463 -0.029 0.713
factor(worker_id)2:factor(category_id)21 100 0 -0.014 0.479 -1.501 -0.037 1.129
factor(worker_id)3:factor(category_id)21 100 0 -0.018 0.448 -1.309 -0.025 1.086
factor(worker_id)4:factor(category_id)21 100 0 -0.042 0.486 -1.347 -0.060 1.375
factor(worker_id)5:factor(category_id)21 100 0 -0.043 0.458 -1.491 -0.097 1.115
factor(worker_id)2:factor(category_id)22 100 0 -0.074 0.459 -1.097 -0.020 0.948
factor(worker_id)3:factor(category_id)22 100 0 -0.073 0.453 -1.182 -0.033 0.914
factor(worker_id)4:factor(category_id)22 100 0 0.008 0.426 -0.960 0.050 0.888
factor(worker_id)5:factor(category_id)22 100 0 0.017 0.438 -1.092 -0.001 1.006
factor(worker_id)2:factor(category_id)23 100 0 0.025 0.425 -1.180 -0.011 1.412
factor(worker_id)3:factor(category_id)23 100 0 -0.032 0.433 -0.998 -0.053 0.985
factor(worker_id)4:factor(category_id)23 100 0 -0.026 0.428 -1.178 -0.035 0.945
factor(worker_id)5:factor(category_id)23 100 0 -0.020 0.437 -1.137 -0.049 1.109
factor(worker_id)2:factor(category_id)24 100 0 -0.020 0.425 -1.195 -0.042 0.971
factor(worker_id)3:factor(category_id)24 100 0 -0.031 0.457 -1.330 -0.114 1.140
factor(worker_id)4:factor(category_id)24 100 0 -0.009 0.435 -0.955 0.011 1.104
factor(worker_id)5:factor(category_id)24 100 0 0.038 0.401 -1.017 0.053 0.932
factor(worker_id)2:factor(category_id)25 100 0 -0.021 0.439 -1.162 -0.027 0.932
factor(worker_id)3:factor(category_id)25 100 0 -0.017 0.450 -1.010 -0.085 1.094
factor(worker_id)4:factor(category_id)25 100 0 0.002 0.464 -1.308 -0.031 1.248
factor(worker_id)5:factor(category_id)25 100 0 -0.014 0.474 -1.142 -0.081 1.311
factor(worker_id)2:factor(category_id)26 100 0 0.009 0.409 -0.985 0.054 0.891
factor(worker_id)3:factor(category_id)26 100 0 -0.010 0.445 -0.909 0.025 0.911
factor(worker_id)4:factor(category_id)26 100 0 0.013 0.442 -1.136 0.020 1.020
factor(worker_id)5:factor(category_id)26 100 0 0.029 0.390 -0.744 0.039 0.768
factor(worker_id)2:factor(category_id)27 100 0 -0.014 0.499 -1.520 -0.034 1.162
factor(worker_id)3:factor(category_id)27 100 0 -0.058 0.504 -1.403 -0.049 1.263
factor(worker_id)4:factor(category_id)27 100 0 0.005 0.504 -1.146 0.000 1.598
factor(worker_id)5:factor(category_id)27 100 0 -0.011 0.472 -1.111 0.006 1.166
factor(worker_id)2:factor(category_id)28 100 0 0.002 0.473 -1.419 -0.082 1.218
factor(worker_id)3:factor(category_id)28 100 0 -0.078 0.484 -1.215 -0.065 1.185
factor(worker_id)4:factor(category_id)28 100 0 0.020 0.441 -0.898 -0.021 1.207
factor(worker_id)5:factor(category_id)28 100 0 -0.019 0.429 -1.260 -0.005 0.815
factor(worker_id)2:factor(category_id)29 100 0 -0.031 0.387 -1.057 -0.006 1.189
factor(worker_id)3:factor(category_id)29 100 0 -0.046 0.459 -1.409 -0.031 1.273
factor(worker_id)4:factor(category_id)29 100 0 0.000 0.409 -1.214 0.038 1.043
factor(worker_id)5:factor(category_id)29 100 0 -0.001 0.410 -0.960 0.007 1.060
factor(worker_id)2:factor(category_id)30 100 0 -0.037 0.499 -1.029 -0.035 1.181
factor(worker_id)3:factor(category_id)30 100 0 -0.046 0.433 -1.087 -0.074 1.166
factor(worker_id)4:factor(category_id)30 100 0 0.001 0.468 -1.091 -0.002 1.166
factor(worker_id)5:factor(category_id)30 100 0 0.023 0.417 -1.162 0.025 0.838

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0.4
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0.39
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0.97
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 1
factor(worker_id)5:factor(category_id)5 1
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 0.37
factor(worker_id)5:factor(category_id)6 0.91
factor(worker_id)2:factor(category_id)7 0.84
factor(worker_id)3:factor(category_id)7 0.22
factor(worker_id)4:factor(category_id)7 1
factor(worker_id)5:factor(category_id)7 1
factor(worker_id)2:factor(category_id)8 0.99
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 1
factor(worker_id)5:factor(category_id)8 1
factor(worker_id)2:factor(category_id)9 0.89
factor(worker_id)3:factor(category_id)9 0.74
factor(worker_id)4:factor(category_id)9 1
factor(worker_id)5:factor(category_id)9 1
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)3:factor(category_id)10 0
factor(worker_id)4:factor(category_id)10 1
factor(worker_id)5:factor(category_id)10 0.02
factor(worker_id)2:factor(category_id)11 0
factor(worker_id)3:factor(category_id)11 0
factor(worker_id)4:factor(category_id)11 0
factor(worker_id)5:factor(category_id)11 0.87
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)3:factor(category_id)12 0
factor(worker_id)4:factor(category_id)12 0.24
factor(worker_id)5:factor(category_id)12 1
factor(worker_id)2:factor(category_id)13 0
factor(worker_id)3:factor(category_id)13 0
factor(worker_id)4:factor(category_id)13 0
factor(worker_id)5:factor(category_id)13 0.15
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)3:factor(category_id)14 0
factor(worker_id)4:factor(category_id)14 0.97
factor(worker_id)5:factor(category_id)14 0.93
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)3:factor(category_id)15 0
factor(worker_id)4:factor(category_id)15 0.98
factor(worker_id)5:factor(category_id)15 1
factor(worker_id)2:factor(category_id)16 0
factor(worker_id)3:factor(category_id)16 0
factor(worker_id)4:factor(category_id)16 0.07
factor(worker_id)5:factor(category_id)16 1
factor(worker_id)2:factor(category_id)17 0
factor(worker_id)3:factor(category_id)17 0
factor(worker_id)4:factor(category_id)17 0
factor(worker_id)5:factor(category_id)17 0
factor(worker_id)2:factor(category_id)18 0.29
factor(worker_id)3:factor(category_id)18 0
factor(worker_id)4:factor(category_id)18 0.1
factor(worker_id)5:factor(category_id)18 1
factor(worker_id)2:factor(category_id)19 0
factor(worker_id)3:factor(category_id)19 0
factor(worker_id)4:factor(category_id)19 0.17
factor(worker_id)5:factor(category_id)19 0.19
factor(worker_id)2:factor(category_id)20 0.67
factor(worker_id)3:factor(category_id)20 0
factor(worker_id)4:factor(category_id)20 0.27
factor(worker_id)5:factor(category_id)20 1
factor(worker_id)2:factor(category_id)21 0.02
factor(worker_id)3:factor(category_id)21 0.15
factor(worker_id)4:factor(category_id)21 0.92
factor(worker_id)5:factor(category_id)21 1
factor(worker_id)2:factor(category_id)22 0.21
factor(worker_id)3:factor(category_id)22 0
factor(worker_id)4:factor(category_id)22 0
factor(worker_id)5:factor(category_id)22 0.26
factor(worker_id)2:factor(category_id)23 0.37
factor(worker_id)3:factor(category_id)23 0
factor(worker_id)4:factor(category_id)23 1
factor(worker_id)5:factor(category_id)23 1
factor(worker_id)2:factor(category_id)24 0
factor(worker_id)3:factor(category_id)24 0
factor(worker_id)4:factor(category_id)24 0
factor(worker_id)5:factor(category_id)24 0.07
factor(worker_id)2:factor(category_id)25 0.82
factor(worker_id)3:factor(category_id)25 0
factor(worker_id)4:factor(category_id)25 1
factor(worker_id)5:factor(category_id)25 1
factor(worker_id)2:factor(category_id)26 0.05
factor(worker_id)3:factor(category_id)26 0
factor(worker_id)4:factor(category_id)26 1
factor(worker_id)5:factor(category_id)26 0.09
factor(worker_id)2:factor(category_id)27 0
factor(worker_id)3:factor(category_id)27 0
factor(worker_id)4:factor(category_id)27 0.67
factor(worker_id)5:factor(category_id)27 1
factor(worker_id)2:factor(category_id)28 0.25
factor(worker_id)3:factor(category_id)28 0
factor(worker_id)4:factor(category_id)28 1
factor(worker_id)5:factor(category_id)28 1
factor(worker_id)2:factor(category_id)29 0.01
factor(worker_id)3:factor(category_id)29 0.01
factor(worker_id)4:factor(category_id)29 0
factor(worker_id)5:factor(category_id)29 0.02
factor(worker_id)2:factor(category_id)30 0
factor(worker_id)3:factor(category_id)30 0
factor(worker_id)4:factor(category_id)30 0.16
factor(worker_id)5:factor(category_id)30 0.1

Significant match effect number = 34 out of 116

num_process = 30, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.001 0.181 -0.410 -0.031 0.403
factor(worker_id)2 100 0 0.001 0.229 -0.624 0.017 0.500
factor(worker_id)3 100 0 -0.003 0.246 -0.582 0.000 0.589
factor(worker_id)4 100 0 0.017 0.247 -0.570 0.032 0.521
factor(worker_id)5 100 0 -0.010 0.244 -0.636 -0.026 0.610
factor(category_id)2 100 0 -0.009 0.254 -0.638 0.001 0.928
factor(category_id)3 100 0 0.018 0.248 -0.548 0.002 0.645
factor(category_id)4 100 0 0.032 0.275 -0.550 -0.002 0.796
factor(category_id)5 100 0 0.005 0.251 -0.667 0.011 0.556
factor(category_id)6 100 0 -0.010 0.282 -0.767 -0.028 0.942
factor(category_id)7 100 0 -0.016 0.217 -0.537 -0.022 0.616
factor(category_id)8 100 0 0.015 0.278 -0.806 0.002 0.742
factor(category_id)9 100 0 0.011 0.254 -0.631 0.044 0.510
factor(category_id)10 100 0 -0.003 0.249 -0.568 0.011 0.589
factor(category_id)11 100 0 0.007 0.276 -0.653 0.043 0.578
factor(category_id)12 100 0 -0.020 0.263 -0.673 -0.005 0.761
factor(category_id)13 100 0 -0.011 0.278 -0.855 -0.009 0.749
factor(category_id)14 100 0 0.003 0.282 -0.780 0.012 0.657
factor(category_id)15 100 0 -0.026 0.272 -0.619 0.004 0.555
factor(category_id)16 100 0 -0.035 0.249 -0.654 -0.035 0.573
factor(category_id)17 100 0 0.000 0.274 -0.728 0.028 0.788
factor(category_id)18 100 0 0.000 0.225 -0.628 0.036 0.610
factor(category_id)19 100 0 -0.005 0.243 -0.586 -0.016 0.575
factor(category_id)20 100 0 0.034 0.255 -0.481 0.011 0.669
factor(category_id)21 100 0 -0.031 0.257 -0.765 -0.005 0.639
factor(category_id)22 100 0 0.019 0.266 -0.680 0.052 0.678
factor(category_id)23 100 0 0.008 0.225 -0.524 0.025 0.567
factor(category_id)24 100 0 -0.023 0.241 -0.607 -0.011 0.460
factor(category_id)25 100 0 -0.002 0.251 -0.555 -0.020 0.747
factor(category_id)26 100 0 0.002 0.257 -0.645 0.008 0.606
factor(category_id)27 100 0 0.012 0.293 -0.623 -0.006 0.661
factor(category_id)28 100 0 0.040 0.266 -0.546 0.096 0.719
factor(category_id)29 100 0 -0.019 0.251 -0.654 -0.009 0.532
factor(category_id)30 100 0 0.033 0.253 -0.616 0.031 0.647
factor(worker_id)2:factor(category_id)2 100 0 -0.016 0.363 -1.019 -0.025 0.794
factor(worker_id)3:factor(category_id)2 100 0 0.006 0.405 -1.096 0.014 0.859
factor(worker_id)4:factor(category_id)2 100 0 -0.023 0.339 -0.747 -0.010 0.830
factor(worker_id)5:factor(category_id)2 100 0 -0.013 0.337 -1.269 -0.027 0.689
factor(worker_id)2:factor(category_id)3 100 0 0.000 0.322 -0.937 0.004 0.697
factor(worker_id)3:factor(category_id)3 100 0 -0.011 0.344 -1.060 -0.061 0.706
factor(worker_id)4:factor(category_id)3 100 0 -0.022 0.360 -0.774 -0.005 0.896
factor(worker_id)5:factor(category_id)3 100 0 -0.014 0.336 -0.720 0.023 0.772
factor(worker_id)2:factor(category_id)4 100 0 -0.030 0.362 -1.009 -0.026 0.968
factor(worker_id)3:factor(category_id)4 100 0 -0.031 0.374 -0.891 -0.022 0.923
factor(worker_id)4:factor(category_id)4 100 0 -0.049 0.337 -0.710 -0.057 0.840
factor(worker_id)5:factor(category_id)4 100 0 -0.051 0.365 -0.864 -0.054 0.900
factor(worker_id)2:factor(category_id)5 100 0 -0.010 0.323 -0.686 -0.010 0.807
factor(worker_id)3:factor(category_id)5 100 0 -0.011 0.336 -0.812 0.037 0.906
factor(worker_id)4:factor(category_id)5 100 0 -0.033 0.355 -1.072 -0.033 0.755
factor(worker_id)5:factor(category_id)5 100 0 0.008 0.327 -0.994 -0.018 0.945
factor(worker_id)2:factor(category_id)6 100 0 -0.016 0.329 -1.001 0.002 0.684
factor(worker_id)3:factor(category_id)6 100 0 0.010 0.383 -1.135 0.019 0.839
factor(worker_id)4:factor(category_id)6 100 0 -0.006 0.342 -1.099 -0.053 0.727
factor(worker_id)5:factor(category_id)6 100 0 0.016 0.382 -0.811 -0.002 1.139
factor(worker_id)2:factor(category_id)7 100 0 0.029 0.336 -0.655 0.030 0.871
factor(worker_id)3:factor(category_id)7 100 0 0.051 0.338 -0.716 0.085 0.917
factor(worker_id)4:factor(category_id)7 100 0 0.007 0.333 -0.663 0.016 0.800
factor(worker_id)5:factor(category_id)7 100 0 0.053 0.379 -0.637 0.090 0.899
factor(worker_id)2:factor(category_id)8 100 0 -0.017 0.374 -1.156 0.028 0.829
factor(worker_id)3:factor(category_id)8 100 0 -0.006 0.366 -1.087 0.005 0.989
factor(worker_id)4:factor(category_id)8 100 0 -0.018 0.365 -0.910 -0.023 0.893
factor(worker_id)5:factor(category_id)8 100 0 0.001 0.397 -1.188 0.020 0.956
factor(worker_id)2:factor(category_id)9 100 0 -0.005 0.310 -0.646 -0.044 0.763
factor(worker_id)3:factor(category_id)9 100 0 -0.009 0.355 -0.737 -0.033 0.904
factor(worker_id)4:factor(category_id)9 100 0 -0.012 0.340 -0.905 -0.037 0.717
factor(worker_id)5:factor(category_id)9 100 0 0.003 0.333 -0.744 0.025 0.685
factor(worker_id)2:factor(category_id)10 100 0 0.021 0.322 -0.677 -0.022 1.256
factor(worker_id)3:factor(category_id)10 100 0 -0.001 0.364 -0.944 -0.010 0.946
factor(worker_id)4:factor(category_id)10 100 0 -0.003 0.356 -0.855 -0.007 0.837
factor(worker_id)5:factor(category_id)10 100 0 0.030 0.355 -0.894 0.038 0.712
factor(worker_id)2:factor(category_id)11 100 0 -0.023 0.360 -1.248 0.035 0.849
factor(worker_id)3:factor(category_id)11 100 0 -0.048 0.376 -0.958 -0.050 1.030
factor(worker_id)4:factor(category_id)11 100 0 -0.013 0.384 -0.852 -0.073 0.860
factor(worker_id)5:factor(category_id)11 100 0 0.030 0.358 -0.672 0.006 0.939
factor(worker_id)2:factor(category_id)12 100 0 0.025 0.355 -0.782 -0.001 0.887
factor(worker_id)3:factor(category_id)12 100 0 0.052 0.335 -1.190 0.070 0.924
factor(worker_id)4:factor(category_id)12 100 0 0.017 0.401 -0.724 -0.018 0.821
factor(worker_id)5:factor(category_id)12 100 0 0.056 0.374 -0.910 0.069 0.938
factor(worker_id)2:factor(category_id)13 100 0 0.040 0.364 -0.807 0.094 0.700
factor(worker_id)3:factor(category_id)13 100 0 0.008 0.352 -0.891 0.027 1.294
factor(worker_id)4:factor(category_id)13 100 0 0.000 0.382 -1.032 -0.030 0.874
factor(worker_id)5:factor(category_id)13 100 0 0.026 0.363 -0.802 0.039 0.957
factor(worker_id)2:factor(category_id)14 100 0 0.011 0.336 -0.933 0.028 0.664
factor(worker_id)3:factor(category_id)14 100 0 -0.017 0.391 -0.889 -0.028 0.911
factor(worker_id)4:factor(category_id)14 100 0 0.013 0.366 -1.165 -0.016 1.030
factor(worker_id)5:factor(category_id)14 100 0 0.031 0.349 -0.966 0.043 1.087
factor(worker_id)2:factor(category_id)15 100 0 0.062 0.343 -0.814 0.071 0.744
factor(worker_id)3:factor(category_id)15 100 0 0.011 0.368 -0.950 0.004 0.813
factor(worker_id)4:factor(category_id)15 100 0 0.013 0.380 -0.928 -0.006 0.940
factor(worker_id)5:factor(category_id)15 100 0 0.018 0.371 -0.864 0.026 1.169
factor(worker_id)2:factor(category_id)16 100 0 0.034 0.343 -0.683 0.037 0.887
factor(worker_id)3:factor(category_id)16 100 0 0.039 0.348 -1.133 0.017 0.748
factor(worker_id)4:factor(category_id)16 100 0 0.000 0.339 -1.052 -0.020 0.656
factor(worker_id)5:factor(category_id)16 100 0 0.034 0.337 -0.738 0.021 0.941
factor(worker_id)2:factor(category_id)17 100 0 0.015 0.393 -0.865 -0.007 0.970
factor(worker_id)3:factor(category_id)17 100 0 -0.015 0.353 -0.992 0.013 0.763
factor(worker_id)4:factor(category_id)17 100 0 -0.038 0.389 -0.790 -0.041 0.861
factor(worker_id)5:factor(category_id)17 100 0 0.011 0.357 -0.800 -0.035 0.796
factor(worker_id)2:factor(category_id)18 100 0 -0.003 0.330 -0.730 -0.026 0.901
factor(worker_id)3:factor(category_id)18 100 0 -0.011 0.327 -0.842 0.036 0.788
factor(worker_id)4:factor(category_id)18 100 0 -0.002 0.343 -1.050 -0.027 0.891
factor(worker_id)5:factor(category_id)18 100 0 0.010 0.322 -0.848 0.019 0.713
factor(worker_id)2:factor(category_id)19 100 0 -0.006 0.336 -0.769 0.002 0.930
factor(worker_id)3:factor(category_id)19 100 0 0.023 0.337 -0.664 -0.027 0.804
factor(worker_id)4:factor(category_id)19 100 0 0.005 0.393 -0.929 0.012 0.832
factor(worker_id)5:factor(category_id)19 100 0 -0.006 0.343 -0.773 0.015 0.917
factor(worker_id)2:factor(category_id)20 100 0 -0.048 0.309 -0.734 -0.030 0.776
factor(worker_id)3:factor(category_id)20 100 0 0.004 0.386 -0.856 -0.020 0.973
factor(worker_id)4:factor(category_id)20 100 0 -0.056 0.364 -1.239 -0.077 0.714
factor(worker_id)5:factor(category_id)20 100 0 -0.002 0.363 -0.798 -0.014 1.015
factor(worker_id)2:factor(category_id)21 100 0 0.021 0.354 -0.935 0.019 1.080
factor(worker_id)3:factor(category_id)21 100 0 0.052 0.370 -0.916 0.099 0.945
factor(worker_id)4:factor(category_id)21 100 0 0.011 0.391 -0.724 0.017 0.868
factor(worker_id)5:factor(category_id)21 100 0 -0.002 0.352 -0.941 -0.001 0.719
factor(worker_id)2:factor(category_id)22 100 0 -0.024 0.342 -0.843 -0.041 1.005
factor(worker_id)3:factor(category_id)22 100 0 -0.010 0.351 -0.901 0.003 0.667
factor(worker_id)4:factor(category_id)22 100 0 -0.016 0.353 -0.853 -0.031 0.884
factor(worker_id)5:factor(category_id)22 100 0 -0.062 0.394 -0.965 -0.086 0.986
factor(worker_id)2:factor(category_id)23 100 0 -0.007 0.307 -0.833 0.000 0.821
factor(worker_id)3:factor(category_id)23 100 0 -0.001 0.330 -0.735 -0.039 0.651
factor(worker_id)4:factor(category_id)23 100 0 -0.026 0.315 -0.706 -0.064 0.683
factor(worker_id)5:factor(category_id)23 100 0 -0.030 0.332 -0.898 -0.043 0.892
factor(worker_id)2:factor(category_id)24 100 0 0.046 0.377 -0.924 0.025 1.167
factor(worker_id)3:factor(category_id)24 100 0 0.052 0.310 -0.717 0.072 0.657
factor(worker_id)4:factor(category_id)24 100 0 0.005 0.340 -0.670 -0.016 0.816
factor(worker_id)5:factor(category_id)24 100 0 0.021 0.299 -0.796 0.009 0.687
factor(worker_id)2:factor(category_id)25 100 0 -0.001 0.332 -0.973 0.003 0.725
factor(worker_id)3:factor(category_id)25 100 0 0.029 0.348 -0.957 -0.002 0.763
factor(worker_id)4:factor(category_id)25 100 0 -0.024 0.339 -0.892 -0.042 0.889
factor(worker_id)5:factor(category_id)25 100 0 0.012 0.356 -1.159 0.012 0.768
factor(worker_id)2:factor(category_id)26 100 0 -0.017 0.361 -0.964 0.016 0.713
factor(worker_id)3:factor(category_id)26 100 0 -0.022 0.376 -0.784 0.021 1.166
factor(worker_id)4:factor(category_id)26 100 0 0.001 0.361 -0.768 0.009 0.965
factor(worker_id)5:factor(category_id)26 100 0 -0.029 0.382 -0.909 -0.017 0.984
factor(worker_id)2:factor(category_id)27 100 0 0.005 0.319 -0.732 0.012 0.585
factor(worker_id)3:factor(category_id)27 100 0 -0.007 0.363 -0.798 -0.045 0.810
factor(worker_id)4:factor(category_id)27 100 0 -0.049 0.388 -0.992 -0.054 0.782
factor(worker_id)5:factor(category_id)27 100 0 0.005 0.409 -1.021 -0.002 1.046
factor(worker_id)2:factor(category_id)28 100 0 -0.045 0.347 -0.804 -0.040 0.944
factor(worker_id)3:factor(category_id)28 100 0 -0.036 0.335 -0.779 -0.016 0.796
factor(worker_id)4:factor(category_id)28 100 0 -0.065 0.394 -0.903 -0.126 1.041
factor(worker_id)5:factor(category_id)28 100 0 -0.058 0.353 -0.936 -0.081 0.818
factor(worker_id)2:factor(category_id)29 100 0 0.010 0.339 -0.721 0.027 0.773
factor(worker_id)3:factor(category_id)29 100 0 0.035 0.330 -0.705 -0.019 0.791
factor(worker_id)4:factor(category_id)29 100 0 0.029 0.354 -0.770 0.033 1.301
factor(worker_id)5:factor(category_id)29 100 0 0.025 0.364 -0.745 0.004 0.950
factor(worker_id)2:factor(category_id)30 100 0 -0.026 0.315 -0.780 0.017 0.762
factor(worker_id)3:factor(category_id)30 100 0 -0.002 0.365 -0.887 0.055 0.764
factor(worker_id)4:factor(category_id)30 100 0 -0.061 0.333 -0.848 -0.030 0.689
factor(worker_id)5:factor(category_id)30 100 0 -0.042 0.318 -0.803 -0.019 0.685

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 0.01
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0.69
factor(worker_id)4:factor(category_id)2 1
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0.16
factor(worker_id)3:factor(category_id)3 0.14
factor(worker_id)4:factor(category_id)3 1
factor(worker_id)5:factor(category_id)3 0.79
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0.04
factor(worker_id)4:factor(category_id)4 0.03
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 0.52
factor(worker_id)4:factor(category_id)5 1
factor(worker_id)5:factor(category_id)5 0.76
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 0.08
factor(worker_id)5:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0.95
factor(worker_id)3:factor(category_id)7 1
factor(worker_id)4:factor(category_id)7 1
factor(worker_id)5:factor(category_id)7 0.82
factor(worker_id)2:factor(category_id)8 1
factor(worker_id)3:factor(category_id)8 0.24
factor(worker_id)4:factor(category_id)8 1
factor(worker_id)5:factor(category_id)8 1
factor(worker_id)2:factor(category_id)9 1
factor(worker_id)3:factor(category_id)9 1
factor(worker_id)4:factor(category_id)9 1
factor(worker_id)5:factor(category_id)9 0.98
factor(worker_id)2:factor(category_id)10 0.32
factor(worker_id)3:factor(category_id)10 1
factor(worker_id)4:factor(category_id)10 1
factor(worker_id)5:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0
factor(worker_id)3:factor(category_id)11 0.66
factor(worker_id)4:factor(category_id)11 1
factor(worker_id)5:factor(category_id)11 0
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)3:factor(category_id)12 0.95
factor(worker_id)4:factor(category_id)12 1
factor(worker_id)5:factor(category_id)12 0.01
factor(worker_id)2:factor(category_id)13 0
factor(worker_id)3:factor(category_id)13 0.01
factor(worker_id)4:factor(category_id)13 0.97
factor(worker_id)5:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 0.6
factor(worker_id)3:factor(category_id)14 0.89
factor(worker_id)4:factor(category_id)14 0.81
factor(worker_id)5:factor(category_id)14 0.78
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)3:factor(category_id)15 0.12
factor(worker_id)4:factor(category_id)15 0.96
factor(worker_id)5:factor(category_id)15 0.18
factor(worker_id)2:factor(category_id)16 0
factor(worker_id)3:factor(category_id)16 1
factor(worker_id)4:factor(category_id)16 1
factor(worker_id)5:factor(category_id)16 1
factor(worker_id)2:factor(category_id)17 0.96
factor(worker_id)3:factor(category_id)17 1
factor(worker_id)4:factor(category_id)17 1
factor(worker_id)5:factor(category_id)17 0.46
factor(worker_id)2:factor(category_id)18 0.63
factor(worker_id)3:factor(category_id)18 0
factor(worker_id)4:factor(category_id)18 1
factor(worker_id)5:factor(category_id)18 0.31
factor(worker_id)2:factor(category_id)19 0.04
factor(worker_id)3:factor(category_id)19 1
factor(worker_id)4:factor(category_id)19 1
factor(worker_id)5:factor(category_id)19 1
factor(worker_id)2:factor(category_id)20 0
factor(worker_id)3:factor(category_id)20 0.48
factor(worker_id)4:factor(category_id)20 1
factor(worker_id)5:factor(category_id)20 1
factor(worker_id)2:factor(category_id)21 0
factor(worker_id)3:factor(category_id)21 0
factor(worker_id)4:factor(category_id)21 0.68
factor(worker_id)5:factor(category_id)21 0
factor(worker_id)2:factor(category_id)22 0
factor(worker_id)3:factor(category_id)22 0.12
factor(worker_id)4:factor(category_id)22 0.01
factor(worker_id)5:factor(category_id)22 0
factor(worker_id)2:factor(category_id)23 0
factor(worker_id)3:factor(category_id)23 1
factor(worker_id)4:factor(category_id)23 0.22
factor(worker_id)5:factor(category_id)23 0.68
factor(worker_id)2:factor(category_id)24 0.38
factor(worker_id)3:factor(category_id)24 0.88
factor(worker_id)4:factor(category_id)24 1
factor(worker_id)5:factor(category_id)24 0.27
factor(worker_id)2:factor(category_id)25 0
factor(worker_id)3:factor(category_id)25 0.82
factor(worker_id)4:factor(category_id)25 0.94
factor(worker_id)5:factor(category_id)25 0
factor(worker_id)2:factor(category_id)26 0.84
factor(worker_id)3:factor(category_id)26 1
factor(worker_id)4:factor(category_id)26 1
factor(worker_id)5:factor(category_id)26 1
factor(worker_id)2:factor(category_id)27 0
factor(worker_id)3:factor(category_id)27 0
factor(worker_id)4:factor(category_id)27 1
factor(worker_id)5:factor(category_id)27 0
factor(worker_id)2:factor(category_id)28 0
factor(worker_id)3:factor(category_id)28 0
factor(worker_id)4:factor(category_id)28 0.57
factor(worker_id)5:factor(category_id)28 0
factor(worker_id)2:factor(category_id)29 0
factor(worker_id)3:factor(category_id)29 0
factor(worker_id)4:factor(category_id)29 0.99
factor(worker_id)5:factor(category_id)29 0
factor(worker_id)2:factor(category_id)30 0.08
factor(worker_id)3:factor(category_id)30 0
factor(worker_id)4:factor(category_id)30 0.25
factor(worker_id)5:factor(category_id)30 0.06

Significant match effect number = 46 out of 116

num_process = 40, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.011 0.152 -0.333 0.004 0.388
factor(worker_id)2 100 0 0.017 0.213 -0.566 0.003 0.468
factor(worker_id)3 100 0 0.034 0.194 -0.466 0.040 0.510
factor(worker_id)4 100 0 0.010 0.228 -0.752 0.032 0.662
factor(worker_id)5 100 0 0.014 0.244 -0.525 -0.017 0.749
factor(category_id)2 100 0 0.004 0.233 -0.721 -0.012 0.624
factor(category_id)3 100 0 0.014 0.213 -0.735 0.033 0.521
factor(category_id)4 100 0 -0.010 0.214 -0.592 -0.013 0.449
factor(category_id)5 100 0 0.035 0.217 -0.350 0.031 0.675
factor(category_id)6 100 0 0.015 0.212 -0.537 0.020 0.447
factor(category_id)7 100 0 0.021 0.225 -0.546 0.012 0.626
factor(category_id)8 100 0 0.012 0.253 -0.691 0.037 0.500
factor(category_id)9 100 0 0.022 0.217 -0.477 0.032 0.546
factor(category_id)10 100 0 0.038 0.246 -0.627 0.039 0.530
factor(category_id)11 100 0 0.004 0.225 -0.688 0.020 0.562
factor(category_id)12 100 0 0.009 0.221 -0.592 -0.010 0.591
factor(category_id)13 100 0 0.039 0.209 -0.431 0.038 0.678
factor(category_id)14 100 0 0.003 0.235 -0.458 -0.022 0.565
factor(category_id)15 100 0 0.004 0.223 -0.741 0.034 0.479
factor(category_id)16 100 0 -0.005 0.228 -0.522 -0.013 0.518
factor(category_id)17 100 0 0.020 0.217 -0.546 0.004 0.581
factor(category_id)18 100 0 -0.014 0.208 -0.575 -0.018 0.432
factor(category_id)19 100 0 -0.003 0.236 -0.499 -0.031 0.534
factor(category_id)20 100 0 0.026 0.216 -0.556 0.023 0.613
factor(category_id)21 100 0 -0.008 0.194 -0.499 0.016 0.594
factor(category_id)22 100 0 0.006 0.192 -0.797 0.024 0.397
factor(category_id)23 100 0 -0.004 0.221 -0.738 -0.003 0.643
factor(category_id)24 100 0 0.013 0.219 -0.427 -0.004 0.573
factor(category_id)25 100 0 0.032 0.195 -0.367 0.010 0.563
factor(category_id)26 100 0 0.026 0.200 -0.483 0.026 0.459
factor(category_id)27 100 0 0.030 0.184 -0.489 0.032 0.462
factor(category_id)28 100 0 -0.009 0.220 -0.480 -0.040 0.600
factor(category_id)29 100 0 0.012 0.221 -0.604 -0.001 0.548
factor(category_id)30 100 0 -0.009 0.216 -0.660 -0.012 0.489
factor(worker_id)2:factor(category_id)2 100 0 -0.033 0.327 -1.187 -0.045 0.974
factor(worker_id)3:factor(category_id)2 100 0 -0.023 0.311 -0.760 -0.023 0.730
factor(worker_id)4:factor(category_id)2 100 0 -0.015 0.333 -0.834 -0.058 0.864
factor(worker_id)5:factor(category_id)2 100 0 0.001 0.353 -0.878 0.035 0.983
factor(worker_id)2:factor(category_id)3 100 0 0.013 0.328 -0.752 0.032 1.126
factor(worker_id)3:factor(category_id)3 100 0 -0.052 0.270 -0.891 -0.040 0.669
factor(worker_id)4:factor(category_id)3 100 0 -0.032 0.320 -0.685 -0.051 0.942
factor(worker_id)5:factor(category_id)3 100 0 -0.036 0.339 -1.100 -0.034 1.124
factor(worker_id)2:factor(category_id)4 100 0 0.005 0.310 -0.925 0.001 0.825
factor(worker_id)3:factor(category_id)4 100 0 -0.010 0.307 -0.693 -0.028 0.701
factor(worker_id)4:factor(category_id)4 100 0 0.035 0.321 -0.768 0.038 0.884
factor(worker_id)5:factor(category_id)4 100 0 -0.012 0.315 -0.877 -0.018 0.722
factor(worker_id)2:factor(category_id)5 100 0 -0.020 0.320 -0.774 -0.061 0.704
factor(worker_id)3:factor(category_id)5 100 0 -0.031 0.297 -0.673 -0.001 0.562
factor(worker_id)4:factor(category_id)5 100 0 -0.052 0.314 -0.966 -0.048 0.762
factor(worker_id)5:factor(category_id)5 100 0 -0.055 0.326 -0.735 -0.045 0.661
factor(worker_id)2:factor(category_id)6 100 0 0.003 0.319 -0.933 -0.017 0.741
factor(worker_id)3:factor(category_id)6 100 0 -0.049 0.292 -0.850 -0.026 0.668
factor(worker_id)4:factor(category_id)6 100 0 0.014 0.320 -0.906 0.013 0.822
factor(worker_id)5:factor(category_id)6 100 0 -0.033 0.299 -0.841 -0.030 0.734
factor(worker_id)2:factor(category_id)7 100 0 -0.077 0.334 -0.807 -0.085 0.820
factor(worker_id)3:factor(category_id)7 100 0 -0.048 0.308 -0.827 -0.058 0.605
factor(worker_id)4:factor(category_id)7 100 0 -0.006 0.294 -0.569 -0.021 0.895
factor(worker_id)5:factor(category_id)7 100 0 -0.037 0.322 -1.112 -0.020 0.711
factor(worker_id)2:factor(category_id)8 100 0 -0.020 0.357 -0.784 -0.018 0.862
factor(worker_id)3:factor(category_id)8 100 0 -0.040 0.280 -0.809 -0.047 0.562
factor(worker_id)4:factor(category_id)8 100 0 -0.025 0.337 -0.688 -0.001 0.964
factor(worker_id)5:factor(category_id)8 100 0 -0.029 0.371 -1.093 -0.008 0.746
factor(worker_id)2:factor(category_id)9 100 0 -0.036 0.333 -0.787 -0.050 0.804
factor(worker_id)3:factor(category_id)9 100 0 -0.044 0.328 -0.854 -0.018 0.645
factor(worker_id)4:factor(category_id)9 100 0 -0.004 0.315 -0.870 -0.054 0.893
factor(worker_id)5:factor(category_id)9 100 0 -0.015 0.316 -0.708 0.008 0.657
factor(worker_id)2:factor(category_id)10 100 0 -0.039 0.308 -0.644 -0.054 0.675
factor(worker_id)3:factor(category_id)10 100 0 -0.066 0.309 -0.916 -0.089 0.811
factor(worker_id)4:factor(category_id)10 100 0 -0.050 0.315 -1.068 -0.063 0.769
factor(worker_id)5:factor(category_id)10 100 0 -0.023 0.368 -1.311 -0.019 0.897
factor(worker_id)2:factor(category_id)11 100 0 -0.006 0.318 -0.919 0.013 1.004
factor(worker_id)3:factor(category_id)11 100 0 -0.020 0.303 -0.943 -0.013 0.779
factor(worker_id)4:factor(category_id)11 100 0 -0.002 0.343 -0.998 -0.013 1.082
factor(worker_id)5:factor(category_id)11 100 0 0.005 0.322 -0.779 0.033 0.712
factor(worker_id)2:factor(category_id)12 100 0 -0.002 0.312 -0.664 0.018 0.796
factor(worker_id)3:factor(category_id)12 100 0 -0.063 0.268 -0.951 -0.038 0.519
factor(worker_id)4:factor(category_id)12 100 0 -0.019 0.302 -0.771 -0.036 0.988
factor(worker_id)5:factor(category_id)12 100 0 -0.002 0.342 -0.952 0.018 0.973
factor(worker_id)2:factor(category_id)13 100 0 -0.030 0.286 -0.790 -0.031 0.689
factor(worker_id)3:factor(category_id)13 100 0 -0.070 0.313 -0.844 -0.074 0.604
factor(worker_id)4:factor(category_id)13 100 0 -0.053 0.280 -0.776 -0.047 0.521
factor(worker_id)5:factor(category_id)13 100 0 -0.052 0.355 -1.011 -0.039 0.672
factor(worker_id)2:factor(category_id)14 100 0 -0.001 0.326 -0.908 -0.003 0.865
factor(worker_id)3:factor(category_id)14 100 0 -0.035 0.300 -0.688 -0.062 0.693
factor(worker_id)4:factor(category_id)14 100 0 -0.002 0.354 -1.057 0.042 0.922
factor(worker_id)5:factor(category_id)14 100 0 -0.007 0.353 -1.027 0.029 0.666
factor(worker_id)2:factor(category_id)15 100 0 -0.005 0.309 -0.696 0.024 0.680
factor(worker_id)3:factor(category_id)15 100 0 -0.040 0.300 -0.880 -0.048 0.619
factor(worker_id)4:factor(category_id)15 100 0 0.000 0.330 -0.763 -0.012 0.988
factor(worker_id)5:factor(category_id)15 100 0 -0.008 0.338 -0.799 0.021 0.821
factor(worker_id)2:factor(category_id)16 100 0 -0.019 0.341 -0.867 -0.020 0.746
factor(worker_id)3:factor(category_id)16 100 0 0.008 0.300 -0.866 0.039 0.754
factor(worker_id)4:factor(category_id)16 100 0 -0.018 0.328 -0.746 -0.010 0.797
factor(worker_id)5:factor(category_id)16 100 0 -0.002 0.357 -0.982 0.014 0.764
factor(worker_id)2:factor(category_id)17 100 0 -0.002 0.331 -0.873 -0.005 0.886
factor(worker_id)3:factor(category_id)17 100 0 -0.040 0.304 -0.898 -0.006 0.687
factor(worker_id)4:factor(category_id)17 100 0 -0.038 0.313 -1.041 0.004 0.727
factor(worker_id)5:factor(category_id)17 100 0 -0.026 0.337 -0.921 -0.022 0.818
factor(worker_id)2:factor(category_id)18 100 0 0.014 0.254 -0.617 0.023 0.782
factor(worker_id)3:factor(category_id)18 100 0 -0.004 0.290 -0.707 -0.020 0.675
factor(worker_id)4:factor(category_id)18 100 0 -0.002 0.301 -0.971 -0.023 0.766
factor(worker_id)5:factor(category_id)18 100 0 0.013 0.301 -0.734 -0.025 0.760
factor(worker_id)2:factor(category_id)19 100 0 -0.002 0.335 -0.851 0.001 0.813
factor(worker_id)3:factor(category_id)19 100 0 -0.009 0.313 -0.649 0.008 0.659
factor(worker_id)4:factor(category_id)19 100 0 -0.035 0.340 -0.726 -0.037 0.925
factor(worker_id)5:factor(category_id)19 100 0 -0.027 0.314 -0.685 0.016 0.718
factor(worker_id)2:factor(category_id)20 100 0 -0.010 0.318 -0.904 -0.019 0.918
factor(worker_id)3:factor(category_id)20 100 0 -0.076 0.259 -0.821 -0.081 0.510
factor(worker_id)4:factor(category_id)20 100 0 -0.022 0.326 -0.831 0.014 0.953
factor(worker_id)5:factor(category_id)20 100 0 -0.015 0.356 -1.221 0.037 0.715
factor(worker_id)2:factor(category_id)21 100 0 0.019 0.317 -0.748 0.011 0.811
factor(worker_id)3:factor(category_id)21 100 0 0.007 0.298 -0.693 -0.037 0.747
factor(worker_id)4:factor(category_id)21 100 0 0.032 0.312 -0.815 0.016 0.900
factor(worker_id)5:factor(category_id)21 100 0 0.005 0.331 -0.877 0.028 0.712
factor(worker_id)2:factor(category_id)22 100 0 0.003 0.274 -0.666 0.018 1.002
factor(worker_id)3:factor(category_id)22 100 0 -0.023 0.270 -0.758 -0.014 0.604
factor(worker_id)4:factor(category_id)22 100 0 -0.006 0.303 -0.774 0.007 1.253
factor(worker_id)5:factor(category_id)22 100 0 -0.021 0.311 -0.802 -0.027 0.782
factor(worker_id)2:factor(category_id)23 100 0 0.027 0.303 -0.831 -0.031 0.719
factor(worker_id)3:factor(category_id)23 100 0 -0.031 0.289 -0.774 -0.016 0.786
factor(worker_id)4:factor(category_id)23 100 0 0.002 0.293 -0.800 0.001 0.792
factor(worker_id)5:factor(category_id)23 100 0 0.032 0.353 -1.014 0.099 0.964
factor(worker_id)2:factor(category_id)24 100 0 -0.007 0.342 -0.885 -0.005 0.720
factor(worker_id)3:factor(category_id)24 100 0 -0.024 0.248 -0.662 -0.016 0.549
factor(worker_id)4:factor(category_id)24 100 0 0.012 0.306 -0.808 -0.040 0.820
factor(worker_id)5:factor(category_id)24 100 0 -0.059 0.331 -1.302 -0.048 0.735
factor(worker_id)2:factor(category_id)25 100 0 -0.029 0.287 -0.747 -0.034 0.518
factor(worker_id)3:factor(category_id)25 100 0 -0.087 0.301 -0.864 -0.083 0.895
factor(worker_id)4:factor(category_id)25 100 0 -0.029 0.295 -0.853 -0.077 0.775
factor(worker_id)5:factor(category_id)25 100 0 -0.035 0.310 -1.201 -0.023 0.573
factor(worker_id)2:factor(category_id)26 100 0 -0.030 0.314 -0.691 -0.051 0.728
factor(worker_id)3:factor(category_id)26 100 0 -0.015 0.312 -0.739 -0.032 0.825
factor(worker_id)4:factor(category_id)26 100 0 -0.030 0.306 -0.702 -0.029 1.015
factor(worker_id)5:factor(category_id)26 100 0 -0.068 0.329 -0.868 -0.017 0.711
factor(worker_id)2:factor(category_id)27 100 0 -0.032 0.276 -0.581 -0.022 0.726
factor(worker_id)3:factor(category_id)27 100 0 -0.058 0.264 -0.688 -0.079 0.917
factor(worker_id)4:factor(category_id)27 100 0 -0.019 0.300 -0.778 -0.036 0.799
factor(worker_id)5:factor(category_id)27 100 0 -0.030 0.303 -0.771 -0.047 0.715
factor(worker_id)2:factor(category_id)28 100 0 0.006 0.285 -0.703 0.022 0.662
factor(worker_id)3:factor(category_id)28 100 0 -0.028 0.287 -0.830 -0.060 0.852
factor(worker_id)4:factor(category_id)28 100 0 0.008 0.324 -0.783 0.009 1.009
factor(worker_id)5:factor(category_id)28 100 0 0.012 0.360 -1.296 0.044 0.731
factor(worker_id)2:factor(category_id)29 100 0 -0.007 0.312 -0.859 -0.005 0.546
factor(worker_id)3:factor(category_id)29 100 0 -0.051 0.322 -0.628 -0.073 0.844
factor(worker_id)4:factor(category_id)29 100 0 -0.027 0.307 -0.829 -0.033 0.917
factor(worker_id)5:factor(category_id)29 100 0 0.007 0.336 -0.896 -0.001 0.867
factor(worker_id)2:factor(category_id)30 100 0 -0.025 0.311 -0.639 -0.034 0.762
factor(worker_id)3:factor(category_id)30 100 0 -0.011 0.283 -0.777 0.001 0.696
factor(worker_id)4:factor(category_id)30 100 0 0.020 0.307 -0.715 0.042 1.194
factor(worker_id)5:factor(category_id)30 100 0 0.027 0.326 -0.853 0.093 0.873

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.91
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 0.42
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(worker_id)2:factor(category_id)2 0.15
factor(worker_id)3:factor(category_id)2 0.29
factor(worker_id)4:factor(category_id)2 0.13
factor(worker_id)5:factor(category_id)2 0.01
factor(worker_id)2:factor(category_id)3 0.41
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0.52
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)3:factor(category_id)4 0.97
factor(worker_id)4:factor(category_id)4 1
factor(worker_id)5:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 0.5
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0.21
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 1
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 0
factor(worker_id)5:factor(category_id)6 0.84
factor(worker_id)2:factor(category_id)7 1
factor(worker_id)3:factor(category_id)7 0.68
factor(worker_id)4:factor(category_id)7 0.76
factor(worker_id)5:factor(category_id)7 1
factor(worker_id)2:factor(category_id)8 0.96
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 0.48
factor(worker_id)5:factor(category_id)8 1
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)3:factor(category_id)9 0
factor(worker_id)4:factor(category_id)9 0
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)3:factor(category_id)10 0.03
factor(worker_id)4:factor(category_id)10 0
factor(worker_id)5:factor(category_id)10 0.14
factor(worker_id)2:factor(category_id)11 1
factor(worker_id)3:factor(category_id)11 0.6
factor(worker_id)4:factor(category_id)11 0
factor(worker_id)5:factor(category_id)11 1
factor(worker_id)2:factor(category_id)12 0.46
factor(worker_id)3:factor(category_id)12 0.21
factor(worker_id)4:factor(category_id)12 0.47
factor(worker_id)5:factor(category_id)12 1
factor(worker_id)2:factor(category_id)13 1
factor(worker_id)3:factor(category_id)13 0.45
factor(worker_id)4:factor(category_id)13 0
factor(worker_id)5:factor(category_id)13 1
factor(worker_id)2:factor(category_id)14 0.94
factor(worker_id)3:factor(category_id)14 0
factor(worker_id)4:factor(category_id)14 1
factor(worker_id)5:factor(category_id)14 0.97
factor(worker_id)2:factor(category_id)15 0.17
factor(worker_id)3:factor(category_id)15 0
factor(worker_id)4:factor(category_id)15 1
factor(worker_id)5:factor(category_id)15 1
factor(worker_id)2:factor(category_id)16 0.74
factor(worker_id)3:factor(category_id)16 0.01
factor(worker_id)4:factor(category_id)16 0.68
factor(worker_id)5:factor(category_id)16 1
factor(worker_id)2:factor(category_id)17 0.04
factor(worker_id)3:factor(category_id)17 0
factor(worker_id)4:factor(category_id)17 0
factor(worker_id)5:factor(category_id)17 0
factor(worker_id)2:factor(category_id)18 0.12
factor(worker_id)3:factor(category_id)18 0
factor(worker_id)4:factor(category_id)18 0
factor(worker_id)5:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 0.91
factor(worker_id)3:factor(category_id)19 1
factor(worker_id)4:factor(category_id)19 0.3
factor(worker_id)5:factor(category_id)19 1
factor(worker_id)2:factor(category_id)20 0
factor(worker_id)3:factor(category_id)20 0
factor(worker_id)4:factor(category_id)20 0.22
factor(worker_id)5:factor(category_id)20 0.68
factor(worker_id)2:factor(category_id)21 0.03
factor(worker_id)3:factor(category_id)21 0
factor(worker_id)4:factor(category_id)21 0
factor(worker_id)5:factor(category_id)21 1
factor(worker_id)2:factor(category_id)22 0.11
factor(worker_id)3:factor(category_id)22 0
factor(worker_id)4:factor(category_id)22 0.01
factor(worker_id)5:factor(category_id)22 0
factor(worker_id)2:factor(category_id)23 0
factor(worker_id)3:factor(category_id)23 0
factor(worker_id)4:factor(category_id)23 0
factor(worker_id)5:factor(category_id)23 0.01
factor(worker_id)2:factor(category_id)24 0
factor(worker_id)3:factor(category_id)24 0
factor(worker_id)4:factor(category_id)24 0
factor(worker_id)5:factor(category_id)24 0.03
factor(worker_id)2:factor(category_id)25 0.15
factor(worker_id)3:factor(category_id)25 0.01
factor(worker_id)4:factor(category_id)25 0
factor(worker_id)5:factor(category_id)25 0.1
factor(worker_id)2:factor(category_id)26 1
factor(worker_id)3:factor(category_id)26 1
factor(worker_id)4:factor(category_id)26 0
factor(worker_id)5:factor(category_id)26 1
factor(worker_id)2:factor(category_id)27 0.49
factor(worker_id)3:factor(category_id)27 0
factor(worker_id)4:factor(category_id)27 0
factor(worker_id)5:factor(category_id)27 0.84
factor(worker_id)2:factor(category_id)28 0.29
factor(worker_id)3:factor(category_id)28 0.01
factor(worker_id)4:factor(category_id)28 0.94
factor(worker_id)5:factor(category_id)28 1
factor(worker_id)2:factor(category_id)29 0.29
factor(worker_id)3:factor(category_id)29 0
factor(worker_id)4:factor(category_id)29 0.12
factor(worker_id)5:factor(category_id)29 0.99
factor(worker_id)2:factor(category_id)30 0.85
factor(worker_id)3:factor(category_id)30 0.3
factor(worker_id)4:factor(category_id)30 0.01
factor(worker_id)5:factor(category_id)30 0.72

Significant match effect number = 33 out of 116

num_process = 50, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.009 0.134 -0.306 0.009 0.366
factor(worker_id)2 100 0 -0.015 0.187 -0.660 -0.003 0.448
factor(worker_id)3 100 0 -0.018 0.196 -0.486 -0.029 0.445
factor(worker_id)4 100 0 0.000 0.197 -0.487 -0.005 0.404
factor(worker_id)5 100 0 -0.031 0.181 -0.592 -0.018 0.378
factor(category_id)2 100 0 0.002 0.205 -0.515 0.003 0.542
factor(category_id)3 100 0 -0.016 0.218 -0.530 -0.031 0.597
factor(category_id)4 100 0 -0.005 0.204 -0.456 -0.004 0.502
factor(category_id)5 100 0 -0.013 0.197 -0.557 -0.020 0.539
factor(category_id)6 100 0 -0.030 0.200 -0.516 -0.031 0.587
factor(category_id)7 100 0 -0.017 0.190 -0.550 -0.004 0.446
factor(category_id)8 100 0 -0.006 0.192 -0.521 0.005 0.503
factor(category_id)9 100 0 -0.017 0.203 -0.372 -0.034 0.441
factor(category_id)10 100 0 -0.001 0.203 -0.553 0.016 0.447
factor(category_id)11 100 0 0.004 0.197 -0.507 -0.005 0.534
factor(category_id)12 100 0 -0.038 0.194 -0.486 -0.038 0.364
factor(category_id)13 100 0 -0.034 0.205 -0.579 -0.071 0.410
factor(category_id)14 100 0 0.012 0.189 -0.564 0.034 0.369
factor(category_id)15 100 0 0.029 0.177 -0.430 0.024 0.501
factor(category_id)16 100 0 0.004 0.186 -0.482 0.001 0.402
factor(category_id)17 100 0 -0.016 0.202 -0.422 -0.044 0.454
factor(category_id)18 100 0 -0.015 0.182 -0.417 -0.002 0.416
factor(category_id)19 100 0 -0.035 0.173 -0.460 -0.027 0.352
factor(category_id)20 100 0 -0.026 0.199 -0.555 -0.028 0.427
factor(category_id)21 100 0 -0.005 0.187 -0.437 -0.002 0.477
factor(category_id)22 100 0 -0.002 0.194 -0.547 0.007 0.497
factor(category_id)23 100 0 -0.031 0.201 -0.443 -0.031 0.564
factor(category_id)24 100 0 -0.027 0.191 -0.433 -0.057 0.470
factor(category_id)25 100 0 -0.032 0.199 -0.491 -0.006 0.451
factor(category_id)26 100 0 0.002 0.208 -0.523 -0.007 0.617
factor(category_id)27 100 0 -0.001 0.180 -0.553 0.005 0.333
factor(category_id)28 100 0 0.030 0.194 -0.701 0.027 0.538
factor(category_id)29 100 0 -0.043 0.196 -0.504 -0.057 0.465
factor(category_id)30 100 0 0.006 0.209 -0.392 0.007 0.513
factor(worker_id)2:factor(category_id)2 100 0 -0.011 0.273 -0.613 0.010 0.890
factor(worker_id)3:factor(category_id)2 100 0 -0.007 0.275 -0.709 -0.011 0.673
factor(worker_id)4:factor(category_id)2 100 0 -0.003 0.257 -0.621 -0.004 0.714
factor(worker_id)5:factor(category_id)2 100 0 0.014 0.265 -0.626 0.013 0.685
factor(worker_id)2:factor(category_id)3 100 0 0.031 0.256 -0.492 0.050 0.595
factor(worker_id)3:factor(category_id)3 100 0 0.028 0.292 -0.854 0.050 0.756
factor(worker_id)4:factor(category_id)3 100 0 0.003 0.285 -0.686 0.015 0.618
factor(worker_id)5:factor(category_id)3 100 0 0.028 0.313 -0.740 0.024 0.674
factor(worker_id)2:factor(category_id)4 100 0 0.007 0.305 -0.673 0.024 0.812
factor(worker_id)3:factor(category_id)4 100 0 0.025 0.288 -0.698 0.017 0.721
factor(worker_id)4:factor(category_id)4 100 0 -0.006 0.258 -0.557 -0.030 0.611
factor(worker_id)5:factor(category_id)4 100 0 0.044 0.298 -0.655 0.056 0.829
factor(worker_id)2:factor(category_id)5 100 0 0.029 0.291 -0.672 0.047 0.739
factor(worker_id)3:factor(category_id)5 100 0 0.012 0.262 -0.777 0.034 0.680
factor(worker_id)4:factor(category_id)5 100 0 -0.027 0.255 -0.730 0.012 0.465
factor(worker_id)5:factor(category_id)5 100 0 0.044 0.291 -0.717 0.055 0.671
factor(worker_id)2:factor(category_id)6 100 0 0.028 0.268 -0.542 0.011 0.727
factor(worker_id)3:factor(category_id)6 100 0 0.031 0.275 -0.934 0.036 0.957
factor(worker_id)4:factor(category_id)6 100 0 0.024 0.284 -0.791 0.070 0.544
factor(worker_id)5:factor(category_id)6 100 0 0.054 0.267 -0.578 0.036 0.769
factor(worker_id)2:factor(category_id)7 100 0 0.014 0.271 -0.713 -0.002 0.759
factor(worker_id)3:factor(category_id)7 100 0 0.031 0.275 -0.590 0.031 0.806
factor(worker_id)4:factor(category_id)7 100 0 0.010 0.253 -0.527 0.024 0.876
factor(worker_id)5:factor(category_id)7 100 0 0.010 0.245 -0.456 0.006 0.809
factor(worker_id)2:factor(category_id)8 100 0 -0.001 0.287 -0.620 -0.058 0.970
factor(worker_id)3:factor(category_id)8 100 0 0.018 0.253 -0.565 0.044 0.664
factor(worker_id)4:factor(category_id)8 100 0 0.019 0.295 -0.857 0.008 0.738
factor(worker_id)5:factor(category_id)8 100 0 0.046 0.258 -0.595 0.063 0.675
factor(worker_id)2:factor(category_id)9 100 0 0.032 0.312 -0.798 0.028 0.740
factor(worker_id)3:factor(category_id)9 100 0 0.056 0.291 -0.807 0.054 0.669
factor(worker_id)4:factor(category_id)9 100 0 -0.009 0.275 -0.737 0.008 0.555
factor(worker_id)5:factor(category_id)9 100 0 0.033 0.271 -0.833 0.058 0.673
factor(worker_id)2:factor(category_id)10 100 0 0.015 0.269 -0.745 0.002 0.730
factor(worker_id)3:factor(category_id)10 100 0 0.012 0.309 -0.994 0.039 0.619
factor(worker_id)4:factor(category_id)10 100 0 0.014 0.277 -0.538 -0.031 0.798
factor(worker_id)5:factor(category_id)10 100 0 0.032 0.304 -0.911 0.020 0.677
factor(worker_id)2:factor(category_id)11 100 0 0.030 0.275 -0.882 0.038 0.642
factor(worker_id)3:factor(category_id)11 100 0 0.018 0.286 -0.829 0.030 0.655
factor(worker_id)4:factor(category_id)11 100 0 -0.009 0.283 -0.622 -0.021 0.756
factor(worker_id)5:factor(category_id)11 100 0 0.024 0.262 -0.638 0.065 0.618
factor(worker_id)2:factor(category_id)12 100 0 0.035 0.282 -0.607 0.041 0.603
factor(worker_id)3:factor(category_id)12 100 0 0.046 0.289 -0.610 0.019 1.002
factor(worker_id)4:factor(category_id)12 100 0 0.033 0.281 -0.608 0.046 0.672
factor(worker_id)5:factor(category_id)12 100 0 0.040 0.272 -0.560 0.050 0.790
factor(worker_id)2:factor(category_id)13 100 0 0.048 0.268 -0.585 0.048 0.668
factor(worker_id)3:factor(category_id)13 100 0 0.029 0.301 -0.744 0.067 0.849
factor(worker_id)4:factor(category_id)13 100 0 0.016 0.282 -0.648 0.021 0.869
factor(worker_id)5:factor(category_id)13 100 0 0.019 0.309 -0.635 0.037 0.836
factor(worker_id)2:factor(category_id)14 100 0 -0.008 0.292 -0.553 -0.010 0.656
factor(worker_id)3:factor(category_id)14 100 0 0.018 0.297 -0.678 -0.005 0.933
factor(worker_id)4:factor(category_id)14 100 0 -0.005 0.292 -0.586 0.013 0.656
factor(worker_id)5:factor(category_id)14 100 0 0.034 0.251 -0.502 0.056 0.598
factor(worker_id)2:factor(category_id)15 100 0 -0.019 0.271 -0.663 -0.023 0.564
factor(worker_id)3:factor(category_id)15 100 0 -0.035 0.272 -0.593 -0.070 0.602
factor(worker_id)4:factor(category_id)15 100 0 -0.058 0.281 -0.797 -0.091 0.626
factor(worker_id)5:factor(category_id)15 100 0 -0.008 0.264 -0.819 0.006 0.569
factor(worker_id)2:factor(category_id)16 100 0 0.005 0.285 -0.720 0.006 0.699
factor(worker_id)3:factor(category_id)16 100 0 0.020 0.261 -0.456 -0.030 0.601
factor(worker_id)4:factor(category_id)16 100 0 -0.023 0.265 -0.600 -0.049 0.663
factor(worker_id)5:factor(category_id)16 100 0 0.043 0.252 -0.460 0.046 0.623
factor(worker_id)2:factor(category_id)17 100 0 0.040 0.285 -0.784 0.055 0.772
factor(worker_id)3:factor(category_id)17 100 0 0.037 0.271 -0.556 0.045 0.831
factor(worker_id)4:factor(category_id)17 100 0 -0.003 0.275 -0.690 -0.006 0.714
factor(worker_id)5:factor(category_id)17 100 0 0.014 0.291 -0.942 0.047 0.636
factor(worker_id)2:factor(category_id)18 100 0 0.017 0.265 -0.654 -0.013 0.891
factor(worker_id)3:factor(category_id)18 100 0 0.026 0.279 -0.654 0.009 0.639
factor(worker_id)4:factor(category_id)18 100 0 0.023 0.292 -0.592 -0.022 0.756
factor(worker_id)5:factor(category_id)18 100 0 0.043 0.260 -0.538 0.051 0.566
factor(worker_id)2:factor(category_id)19 100 0 0.029 0.250 -0.575 0.026 0.729
factor(worker_id)3:factor(category_id)19 100 0 0.045 0.242 -0.586 0.053 0.615
factor(worker_id)4:factor(category_id)19 100 0 -0.004 0.253 -0.636 -0.014 0.718
factor(worker_id)5:factor(category_id)19 100 0 0.046 0.270 -0.570 0.073 0.751
factor(worker_id)2:factor(category_id)20 100 0 0.001 0.237 -0.570 0.040 0.722
factor(worker_id)3:factor(category_id)20 100 0 0.047 0.261 -0.601 0.081 0.715
factor(worker_id)4:factor(category_id)20 100 0 0.021 0.283 -0.652 0.010 0.746
factor(worker_id)5:factor(category_id)20 100 0 0.040 0.282 -0.750 0.043 1.132
factor(worker_id)2:factor(category_id)21 100 0 0.013 0.260 -0.518 -0.006 0.785
factor(worker_id)3:factor(category_id)21 100 0 0.009 0.283 -0.650 -0.006 0.790
factor(worker_id)4:factor(category_id)21 100 0 -0.008 0.252 -0.573 -0.025 0.551
factor(worker_id)5:factor(category_id)21 100 0 0.043 0.251 -0.632 0.066 0.756
factor(worker_id)2:factor(category_id)22 100 0 -0.029 0.266 -0.720 -0.017 0.682
factor(worker_id)3:factor(category_id)22 100 0 0.033 0.279 -0.511 0.025 0.855
factor(worker_id)4:factor(category_id)22 100 0 -0.019 0.274 -0.627 -0.022 0.627
factor(worker_id)5:factor(category_id)22 100 0 0.028 0.274 -0.710 0.004 0.781
factor(worker_id)2:factor(category_id)23 100 0 0.018 0.263 -0.685 0.012 0.622
factor(worker_id)3:factor(category_id)23 100 0 0.032 0.287 -0.817 0.037 0.832
factor(worker_id)4:factor(category_id)23 100 0 0.055 0.274 -0.605 0.047 0.622
factor(worker_id)5:factor(category_id)23 100 0 0.036 0.272 -0.781 0.044 0.603
factor(worker_id)2:factor(category_id)24 100 0 0.025 0.271 -0.798 -0.007 0.665
factor(worker_id)3:factor(category_id)24 100 0 0.021 0.280 -0.771 0.020 0.867
factor(worker_id)4:factor(category_id)24 100 0 0.008 0.270 -0.801 -0.010 0.595
factor(worker_id)5:factor(category_id)24 100 0 0.037 0.268 -0.792 0.054 0.604
factor(worker_id)2:factor(category_id)25 100 0 0.039 0.268 -0.723 0.028 0.786
factor(worker_id)3:factor(category_id)25 100 0 0.045 0.305 -0.752 0.035 0.865
factor(worker_id)4:factor(category_id)25 100 0 0.044 0.283 -0.678 0.049 0.640
factor(worker_id)5:factor(category_id)25 100 0 0.066 0.232 -0.385 0.050 0.753
factor(worker_id)2:factor(category_id)26 100 0 -0.013 0.253 -0.509 -0.015 1.047
factor(worker_id)3:factor(category_id)26 100 0 -0.003 0.294 -0.671 0.004 0.742
factor(worker_id)4:factor(category_id)26 100 0 -0.020 0.282 -0.687 -0.018 0.684
factor(worker_id)5:factor(category_id)26 100 0 0.015 0.300 -0.768 0.024 0.708
factor(worker_id)2:factor(category_id)27 100 0 0.009 0.268 -0.709 -0.003 0.934
factor(worker_id)3:factor(category_id)27 100 0 -0.008 0.270 -0.695 0.008 0.599
factor(worker_id)4:factor(category_id)27 100 0 -0.005 0.263 -0.531 -0.048 0.888
factor(worker_id)5:factor(category_id)27 100 0 0.012 0.266 -0.665 -0.020 1.030
factor(worker_id)2:factor(category_id)28 100 0 -0.046 0.274 -0.610 -0.022 0.915
factor(worker_id)3:factor(category_id)28 100 0 -0.021 0.248 -0.617 -0.070 0.500
factor(worker_id)4:factor(category_id)28 100 0 -0.015 0.278 -0.496 -0.015 0.745
factor(worker_id)5:factor(category_id)28 100 0 -0.016 0.257 -0.676 -0.024 0.515
factor(worker_id)2:factor(category_id)29 100 0 0.057 0.259 -0.571 0.017 0.880
factor(worker_id)3:factor(category_id)29 100 0 0.038 0.271 -0.520 0.048 0.810
factor(worker_id)4:factor(category_id)29 100 0 0.057 0.259 -0.514 0.111 0.955
factor(worker_id)5:factor(category_id)29 100 0 0.075 0.263 -0.495 0.033 0.822
factor(worker_id)2:factor(category_id)30 100 0 0.001 0.284 -0.736 0.043 0.951
factor(worker_id)3:factor(category_id)30 100 0 -0.008 0.309 -0.815 0.001 0.668
factor(worker_id)4:factor(category_id)30 100 0 -0.045 0.328 -0.922 -0.013 0.799
factor(worker_id)5:factor(category_id)30 100 0 0.020 0.288 -0.650 0.058 0.843

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.7
factor(worker_id)3 0
factor(worker_id)4 0
factor(worker_id)5 1
factor(category_id)2 0
factor(category_id)3 0
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 1
factor(worker_id)4:factor(category_id)2 1
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)2:factor(category_id)3 0.03
factor(worker_id)3:factor(category_id)3 1
factor(worker_id)4:factor(category_id)3 1
factor(worker_id)5:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 0.98
factor(worker_id)3:factor(category_id)4 1
factor(worker_id)4:factor(category_id)4 1
factor(worker_id)5:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 1
factor(worker_id)5:factor(category_id)5 1
factor(worker_id)2:factor(category_id)6 1
factor(worker_id)3:factor(category_id)6 1
factor(worker_id)4:factor(category_id)6 1
factor(worker_id)5:factor(category_id)6 1
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)3:factor(category_id)7 1
factor(worker_id)4:factor(category_id)7 1
factor(worker_id)5:factor(category_id)7 1
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)3:factor(category_id)8 1
factor(worker_id)4:factor(category_id)8 1
factor(worker_id)5:factor(category_id)8 1
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)3:factor(category_id)9 0.32
factor(worker_id)4:factor(category_id)9 1
factor(worker_id)5:factor(category_id)9 0.01
factor(worker_id)2:factor(category_id)10 0.45
factor(worker_id)3:factor(category_id)10 1
factor(worker_id)4:factor(category_id)10 1
factor(worker_id)5:factor(category_id)10 1
factor(worker_id)2:factor(category_id)11 0
factor(worker_id)3:factor(category_id)11 0.31
factor(worker_id)4:factor(category_id)11 1
factor(worker_id)5:factor(category_id)11 1
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)3:factor(category_id)12 0.74
factor(worker_id)4:factor(category_id)12 1
factor(worker_id)5:factor(category_id)12 1
factor(worker_id)2:factor(category_id)13 0
factor(worker_id)3:factor(category_id)13 0
factor(worker_id)4:factor(category_id)13 1
factor(worker_id)5:factor(category_id)13 0.16
factor(worker_id)2:factor(category_id)14 0.3
factor(worker_id)3:factor(category_id)14 1
factor(worker_id)4:factor(category_id)14 1
factor(worker_id)5:factor(category_id)14 1
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)3:factor(category_id)15 0
factor(worker_id)4:factor(category_id)15 1
factor(worker_id)5:factor(category_id)15 0.98
factor(worker_id)2:factor(category_id)16 0
factor(worker_id)3:factor(category_id)16 0.68
factor(worker_id)4:factor(category_id)16 1
factor(worker_id)5:factor(category_id)16 1
factor(worker_id)2:factor(category_id)17 0.12
factor(worker_id)3:factor(category_id)17 1
factor(worker_id)4:factor(category_id)17 1
factor(worker_id)5:factor(category_id)17 1
factor(worker_id)2:factor(category_id)18 0
factor(worker_id)3:factor(category_id)18 0.95
factor(worker_id)4:factor(category_id)18 1
factor(worker_id)5:factor(category_id)18 1
factor(worker_id)2:factor(category_id)19 0.37
factor(worker_id)3:factor(category_id)19 1
factor(worker_id)4:factor(category_id)19 1
factor(worker_id)5:factor(category_id)19 1
factor(worker_id)2:factor(category_id)20 0.73
factor(worker_id)3:factor(category_id)20 0
factor(worker_id)4:factor(category_id)20 1
factor(worker_id)5:factor(category_id)20 1
factor(worker_id)2:factor(category_id)21 1
factor(worker_id)3:factor(category_id)21 0.98
factor(worker_id)4:factor(category_id)21 1
factor(worker_id)5:factor(category_id)21 1
factor(worker_id)2:factor(category_id)22 0
factor(worker_id)3:factor(category_id)22 0.99
factor(worker_id)4:factor(category_id)22 1
factor(worker_id)5:factor(category_id)22 1
factor(worker_id)2:factor(category_id)23 1
factor(worker_id)3:factor(category_id)23 1
factor(worker_id)4:factor(category_id)23 1
factor(worker_id)5:factor(category_id)23 1
factor(worker_id)2:factor(category_id)24 0.05
factor(worker_id)3:factor(category_id)24 0.01
factor(worker_id)4:factor(category_id)24 1
factor(worker_id)5:factor(category_id)24 1
factor(worker_id)2:factor(category_id)25 1
factor(worker_id)3:factor(category_id)25 1
factor(worker_id)4:factor(category_id)25 1
factor(worker_id)5:factor(category_id)25 1
factor(worker_id)2:factor(category_id)26 0.96
factor(worker_id)3:factor(category_id)26 1
factor(worker_id)4:factor(category_id)26 1
factor(worker_id)5:factor(category_id)26 1
factor(worker_id)2:factor(category_id)27 0
factor(worker_id)3:factor(category_id)27 1
factor(worker_id)4:factor(category_id)27 0.59
factor(worker_id)5:factor(category_id)27 1
factor(worker_id)2:factor(category_id)28 0
factor(worker_id)3:factor(category_id)28 1
factor(worker_id)4:factor(category_id)28 1
factor(worker_id)5:factor(category_id)28 1
factor(worker_id)2:factor(category_id)29 0.13
factor(worker_id)3:factor(category_id)29 1
factor(worker_id)4:factor(category_id)29 1
factor(worker_id)5:factor(category_id)29 1
factor(worker_id)2:factor(category_id)30 1
factor(worker_id)3:factor(category_id)30 1
factor(worker_id)4:factor(category_id)30 1
factor(worker_id)5:factor(category_id)30 1

Significant match effect number = 84 out of 116

num_process = 100, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.017 0.106 -0.255 0.027 0.276
factor(worker_id)2 100 0 -0.013 0.136 -0.328 -0.013 0.279
factor(worker_id)3 100 0 -0.020 0.141 -0.335 -0.023 0.264
factor(worker_id)4 100 0 -0.021 0.145 -0.359 -0.033 0.424
factor(worker_id)5 100 0 -0.036 0.146 -0.463 -0.027 0.292
factor(category_id)2 100 0 -0.008 0.150 -0.325 -0.020 0.344
factor(category_id)3 100 0 -0.025 0.143 -0.399 -0.033 0.332
factor(category_id)4 100 0 -0.022 0.153 -0.370 -0.020 0.318
factor(category_id)5 100 0 -0.019 0.144 -0.434 -0.010 0.378
factor(category_id)6 100 0 -0.001 0.146 -0.407 -0.016 0.299
factor(category_id)7 100 0 -0.024 0.146 -0.309 -0.011 0.347
factor(category_id)8 100 0 -0.017 0.153 -0.386 -0.006 0.388
factor(category_id)9 100 0 -0.027 0.143 -0.313 -0.024 0.322
factor(category_id)10 100 0 -0.006 0.162 -0.355 -0.032 0.403
factor(category_id)11 100 0 -0.019 0.144 -0.382 -0.011 0.395
factor(category_id)12 100 0 -0.013 0.142 -0.353 -0.019 0.354
factor(category_id)13 100 0 -0.035 0.140 -0.403 -0.056 0.354
factor(category_id)14 100 0 -0.021 0.132 -0.345 -0.034 0.325
factor(category_id)15 100 0 -0.008 0.153 -0.335 -0.025 0.358
factor(category_id)16 100 0 -0.011 0.152 -0.392 0.008 0.384
factor(category_id)17 100 0 -0.001 0.152 -0.337 -0.016 0.419
factor(category_id)18 100 0 -0.022 0.148 -0.351 -0.019 0.397
factor(category_id)19 100 0 -0.015 0.143 -0.410 0.006 0.327
factor(category_id)20 100 0 -0.009 0.166 -0.372 -0.015 0.402
factor(category_id)21 100 0 -0.027 0.137 -0.336 -0.025 0.312
factor(category_id)22 100 0 -0.012 0.135 -0.286 -0.022 0.293
factor(category_id)23 100 0 -0.011 0.136 -0.347 -0.009 0.300
factor(category_id)24 100 0 -0.023 0.153 -0.327 -0.043 0.387
factor(category_id)25 100 0 -0.035 0.148 -0.433 -0.053 0.355
factor(category_id)26 100 0 -0.015 0.142 -0.320 -0.038 0.440
factor(category_id)27 100 0 -0.005 0.151 -0.386 0.002 0.369
factor(category_id)28 100 0 -0.028 0.140 -0.351 -0.033 0.253
factor(category_id)29 100 0 -0.025 0.145 -0.359 -0.030 0.316
factor(category_id)30 100 0 -0.022 0.150 -0.363 -0.037 0.333
factor(worker_id)2:factor(category_id)2 100 0 0.008 0.190 -0.445 -0.003 0.521
factor(worker_id)3:factor(category_id)2 100 0 0.016 0.186 -0.387 0.024 0.361
factor(worker_id)4:factor(category_id)2 100 0 0.025 0.213 -0.435 0.040 0.503
factor(worker_id)5:factor(category_id)2 100 0 0.033 0.200 -0.426 0.052 0.431
factor(worker_id)2:factor(category_id)3 100 0 0.008 0.196 -0.394 -0.010 0.594
factor(worker_id)3:factor(category_id)3 100 0 0.017 0.187 -0.416 0.008 0.538
factor(worker_id)4:factor(category_id)3 100 0 0.025 0.204 -0.389 0.008 0.515
factor(worker_id)5:factor(category_id)3 100 0 0.047 0.222 -0.386 0.034 0.540
factor(worker_id)2:factor(category_id)4 100 0 0.000 0.211 -0.450 -0.013 0.502
factor(worker_id)3:factor(category_id)4 100 0 0.019 0.211 -0.541 -0.008 0.545
factor(worker_id)4:factor(category_id)4 100 0 0.021 0.220 -0.576 0.012 0.486
factor(worker_id)5:factor(category_id)4 100 0 0.044 0.206 -0.659 0.036 0.505
factor(worker_id)2:factor(category_id)5 100 0 0.024 0.198 -0.379 0.013 0.535
factor(worker_id)3:factor(category_id)5 100 0 0.006 0.195 -0.400 0.003 0.527
factor(worker_id)4:factor(category_id)5 100 0 0.040 0.214 -0.426 0.027 0.598
factor(worker_id)5:factor(category_id)5 100 0 0.035 0.218 -0.417 0.039 0.629
factor(worker_id)2:factor(category_id)6 100 0 -0.010 0.206 -0.486 -0.018 0.577
factor(worker_id)3:factor(category_id)6 100 0 0.003 0.207 -0.376 -0.015 0.724
factor(worker_id)4:factor(category_id)6 100 0 0.012 0.199 -0.412 0.015 0.512
factor(worker_id)5:factor(category_id)6 100 0 0.019 0.197 -0.361 0.023 0.539
factor(worker_id)2:factor(category_id)7 100 0 0.040 0.202 -0.408 0.045 0.568
factor(worker_id)3:factor(category_id)7 100 0 0.022 0.217 -0.514 0.034 0.489
factor(worker_id)4:factor(category_id)7 100 0 0.044 0.197 -0.416 0.060 0.435
factor(worker_id)5:factor(category_id)7 100 0 0.045 0.204 -0.471 0.028 0.575
factor(worker_id)2:factor(category_id)8 100 0 -0.006 0.208 -0.637 0.004 0.630
factor(worker_id)3:factor(category_id)8 100 0 0.030 0.202 -0.416 0.008 0.669
factor(worker_id)4:factor(category_id)8 100 0 0.029 0.210 -0.537 0.051 0.470
factor(worker_id)5:factor(category_id)8 100 0 0.026 0.209 -0.433 0.037 0.471
factor(worker_id)2:factor(category_id)9 100 0 0.014 0.192 -0.528 0.015 0.468
factor(worker_id)3:factor(category_id)9 100 0 0.038 0.186 -0.364 0.041 0.544
factor(worker_id)4:factor(category_id)9 100 0 0.035 0.196 -0.421 0.058 0.467
factor(worker_id)5:factor(category_id)9 100 0 0.043 0.194 -0.426 0.043 0.657
factor(worker_id)2:factor(category_id)10 100 0 0.000 0.216 -0.560 -0.007 0.471
factor(worker_id)3:factor(category_id)10 100 0 0.006 0.218 -0.516 0.022 0.658
factor(worker_id)4:factor(category_id)10 100 0 0.017 0.216 -0.616 0.036 0.439
factor(worker_id)5:factor(category_id)10 100 0 0.012 0.223 -0.505 0.037 0.406
factor(worker_id)2:factor(category_id)11 100 0 0.027 0.198 -0.531 0.032 0.564
factor(worker_id)3:factor(category_id)11 100 0 0.011 0.199 -0.476 -0.010 0.486
factor(worker_id)4:factor(category_id)11 100 0 -0.005 0.197 -0.516 -0.024 0.486
factor(worker_id)5:factor(category_id)11 100 0 0.039 0.198 -0.398 0.014 0.554
factor(worker_id)2:factor(category_id)12 100 0 0.015 0.203 -0.388 0.014 0.523
factor(worker_id)3:factor(category_id)12 100 0 0.028 0.197 -0.388 0.024 0.547
factor(worker_id)4:factor(category_id)12 100 0 0.024 0.216 -0.532 0.008 0.474
factor(worker_id)5:factor(category_id)12 100 0 0.045 0.191 -0.453 0.026 0.550
factor(worker_id)2:factor(category_id)13 100 0 0.015 0.182 -0.372 0.009 0.548
factor(worker_id)3:factor(category_id)13 100 0 0.031 0.177 -0.311 0.014 0.499
factor(worker_id)4:factor(category_id)13 100 0 0.029 0.182 -0.472 0.051 0.441
factor(worker_id)5:factor(category_id)13 100 0 0.043 0.218 -0.569 0.051 0.590
factor(worker_id)2:factor(category_id)14 100 0 0.027 0.190 -0.363 0.033 0.543
factor(worker_id)3:factor(category_id)14 100 0 0.013 0.182 -0.396 0.017 0.506
factor(worker_id)4:factor(category_id)14 100 0 0.032 0.190 -0.363 0.065 0.381
factor(worker_id)5:factor(category_id)14 100 0 0.032 0.199 -0.450 0.023 0.509
factor(worker_id)2:factor(category_id)15 100 0 0.004 0.193 -0.447 -0.013 0.643
factor(worker_id)3:factor(category_id)15 100 0 0.009 0.197 -0.614 0.019 0.499
factor(worker_id)4:factor(category_id)15 100 0 0.004 0.206 -0.574 -0.016 0.446
factor(worker_id)5:factor(category_id)15 100 0 0.029 0.200 -0.407 0.019 0.640
factor(worker_id)2:factor(category_id)16 100 0 0.009 0.177 -0.423 0.032 0.358
factor(worker_id)3:factor(category_id)16 100 0 0.017 0.212 -0.488 0.013 0.520
factor(worker_id)4:factor(category_id)16 100 0 0.010 0.214 -0.634 0.027 0.584
factor(worker_id)5:factor(category_id)16 100 0 0.013 0.197 -0.489 0.012 0.570
factor(worker_id)2:factor(category_id)17 100 0 -0.009 0.190 -0.478 0.009 0.437
factor(worker_id)3:factor(category_id)17 100 0 0.012 0.196 -0.492 0.027 0.365
factor(worker_id)4:factor(category_id)17 100 0 0.019 0.223 -0.632 0.009 0.471
factor(worker_id)5:factor(category_id)17 100 0 0.029 0.191 -0.562 0.032 0.404
factor(worker_id)2:factor(category_id)18 100 0 0.008 0.209 -0.582 0.010 0.445
factor(worker_id)3:factor(category_id)18 100 0 0.032 0.187 -0.684 0.037 0.505
factor(worker_id)4:factor(category_id)18 100 0 0.012 0.218 -0.534 0.049 0.646
factor(worker_id)5:factor(category_id)18 100 0 0.036 0.211 -0.457 0.043 0.458
factor(worker_id)2:factor(category_id)19 100 0 -0.005 0.186 -0.444 0.002 0.438
factor(worker_id)3:factor(category_id)19 100 0 0.016 0.205 -0.370 0.037 0.475
factor(worker_id)4:factor(category_id)19 100 0 0.015 0.185 -0.471 0.007 0.440
factor(worker_id)5:factor(category_id)19 100 0 0.037 0.204 -0.442 0.026 0.497
factor(worker_id)2:factor(category_id)20 100 0 -0.007 0.217 -0.569 0.014 0.558
factor(worker_id)3:factor(category_id)20 100 0 0.020 0.229 -0.508 0.044 0.546
factor(worker_id)4:factor(category_id)20 100 0 0.011 0.221 -0.509 0.014 0.497
factor(worker_id)5:factor(category_id)20 100 0 0.023 0.218 -0.492 0.033 0.711
factor(worker_id)2:factor(category_id)21 100 0 0.022 0.188 -0.462 0.026 0.440
factor(worker_id)3:factor(category_id)21 100 0 0.031 0.210 -0.477 0.032 0.541
factor(worker_id)4:factor(category_id)21 100 0 0.024 0.182 -0.370 0.016 0.458
factor(worker_id)5:factor(category_id)21 100 0 0.050 0.198 -0.324 0.040 0.556
factor(worker_id)2:factor(category_id)22 100 0 0.013 0.180 -0.530 0.000 0.541
factor(worker_id)3:factor(category_id)22 100 0 0.004 0.198 -0.358 -0.016 0.468
factor(worker_id)4:factor(category_id)22 100 0 -0.003 0.196 -0.552 0.012 0.492
factor(worker_id)5:factor(category_id)22 100 0 0.037 0.172 -0.326 0.040 0.404
factor(worker_id)2:factor(category_id)23 100 0 0.000 0.188 -0.577 0.021 0.542
factor(worker_id)3:factor(category_id)23 100 0 0.013 0.184 -0.507 0.023 0.501
factor(worker_id)4:factor(category_id)23 100 0 0.013 0.183 -0.468 0.024 0.555
factor(worker_id)5:factor(category_id)23 100 0 0.025 0.185 -0.510 0.005 0.563
factor(worker_id)2:factor(category_id)24 100 0 0.018 0.184 -0.355 0.017 0.518
factor(worker_id)3:factor(category_id)24 100 0 0.011 0.211 -0.561 0.020 0.494
factor(worker_id)4:factor(category_id)24 100 0 0.027 0.207 -0.528 0.027 0.490
factor(worker_id)5:factor(category_id)24 100 0 0.032 0.220 -0.535 0.021 0.557
factor(worker_id)2:factor(category_id)25 100 0 0.021 0.179 -0.420 0.004 0.425
factor(worker_id)3:factor(category_id)25 100 0 0.033 0.197 -0.455 0.041 0.519
factor(worker_id)4:factor(category_id)25 100 0 0.030 0.215 -0.606 0.033 0.510
factor(worker_id)5:factor(category_id)25 100 0 0.057 0.211 -0.527 0.092 0.582
factor(worker_id)2:factor(category_id)26 100 0 0.010 0.193 -0.520 0.032 0.464
factor(worker_id)3:factor(category_id)26 100 0 0.029 0.202 -0.373 0.042 0.462
factor(worker_id)4:factor(category_id)26 100 0 0.025 0.193 -0.612 0.021 0.548
factor(worker_id)5:factor(category_id)26 100 0 0.038 0.193 -0.363 0.025 0.552
factor(worker_id)2:factor(category_id)27 100 0 0.015 0.201 -0.406 0.035 0.432
factor(worker_id)3:factor(category_id)27 100 0 0.012 0.213 -0.585 0.007 0.478
factor(worker_id)4:factor(category_id)27 100 0 0.019 0.206 -0.493 0.018 0.515
factor(worker_id)5:factor(category_id)27 100 0 0.013 0.225 -0.558 -0.009 0.723
factor(worker_id)2:factor(category_id)28 100 0 0.020 0.199 -0.433 0.032 0.547
factor(worker_id)3:factor(category_id)28 100 0 0.021 0.211 -0.428 0.011 0.488
factor(worker_id)4:factor(category_id)28 100 0 0.027 0.224 -0.500 0.038 0.516
factor(worker_id)5:factor(category_id)28 100 0 0.045 0.209 -0.513 0.008 0.652
factor(worker_id)2:factor(category_id)29 100 0 0.013 0.174 -0.389 0.007 0.394
factor(worker_id)3:factor(category_id)29 100 0 0.022 0.193 -0.408 0.008 0.523
factor(worker_id)4:factor(category_id)29 100 0 0.054 0.194 -0.410 0.049 0.477
factor(worker_id)5:factor(category_id)29 100 0 0.047 0.209 -0.503 0.054 0.459
factor(worker_id)2:factor(category_id)30 100 0 0.017 0.210 -0.476 0.008 0.512
factor(worker_id)3:factor(category_id)30 100 0 0.015 0.198 -0.422 0.053 0.522
factor(worker_id)4:factor(category_id)30 100 0 0.025 0.209 -0.521 0.047 0.561
factor(worker_id)5:factor(category_id)30 100 0 0.040 0.187 -0.429 0.059 0.445

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0.03
factor(worker_id)3:factor(category_id)3 0.93
factor(worker_id)4:factor(category_id)3 0.89
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0.08
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 0.3
factor(worker_id)5:factor(category_id)5 1
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 1
factor(worker_id)5:factor(category_id)6 1
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)3:factor(category_id)7 0
factor(worker_id)4:factor(category_id)7 0
factor(worker_id)5:factor(category_id)7 1
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 0
factor(worker_id)5:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)3:factor(category_id)9 0
factor(worker_id)4:factor(category_id)9 0
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)3:factor(category_id)10 0
factor(worker_id)4:factor(category_id)10 0
factor(worker_id)5:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0
factor(worker_id)3:factor(category_id)11 0.68
factor(worker_id)4:factor(category_id)11 0.82
factor(worker_id)5:factor(category_id)11 0.06
factor(worker_id)2:factor(category_id)12 0.77
factor(worker_id)3:factor(category_id)12 0
factor(worker_id)4:factor(category_id)12 0.92
factor(worker_id)5:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 0
factor(worker_id)3:factor(category_id)13 0.26
factor(worker_id)4:factor(category_id)13 1
factor(worker_id)5:factor(category_id)13 0.99
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)3:factor(category_id)14 0
factor(worker_id)4:factor(category_id)14 0.73
factor(worker_id)5:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)3:factor(category_id)15 0
factor(worker_id)4:factor(category_id)15 1
factor(worker_id)5:factor(category_id)15 0
factor(worker_id)2:factor(category_id)16 0
factor(worker_id)3:factor(category_id)16 0
factor(worker_id)4:factor(category_id)16 0.91
factor(worker_id)5:factor(category_id)16 0
factor(worker_id)2:factor(category_id)17 1
factor(worker_id)3:factor(category_id)17 0
factor(worker_id)4:factor(category_id)17 0.07
factor(worker_id)5:factor(category_id)17 0
factor(worker_id)2:factor(category_id)18 0
factor(worker_id)3:factor(category_id)18 0
factor(worker_id)4:factor(category_id)18 0
factor(worker_id)5:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 1
factor(worker_id)3:factor(category_id)19 1
factor(worker_id)4:factor(category_id)19 1
factor(worker_id)5:factor(category_id)19 1
factor(worker_id)2:factor(category_id)20 0
factor(worker_id)3:factor(category_id)20 0
factor(worker_id)4:factor(category_id)20 0
factor(worker_id)5:factor(category_id)20 1
factor(worker_id)2:factor(category_id)21 0
factor(worker_id)3:factor(category_id)21 0
factor(worker_id)4:factor(category_id)21 0
factor(worker_id)5:factor(category_id)21 0.68
factor(worker_id)2:factor(category_id)22 0
factor(worker_id)3:factor(category_id)22 0
factor(worker_id)4:factor(category_id)22 0
factor(worker_id)5:factor(category_id)22 1
factor(worker_id)2:factor(category_id)23 0
factor(worker_id)3:factor(category_id)23 0.71
factor(worker_id)4:factor(category_id)23 1
factor(worker_id)5:factor(category_id)23 0
factor(worker_id)2:factor(category_id)24 0
factor(worker_id)3:factor(category_id)24 0
factor(worker_id)4:factor(category_id)24 0
factor(worker_id)5:factor(category_id)24 0.65
factor(worker_id)2:factor(category_id)25 0.56
factor(worker_id)3:factor(category_id)25 0.04
factor(worker_id)4:factor(category_id)25 0.94
factor(worker_id)5:factor(category_id)25 0
factor(worker_id)2:factor(category_id)26 0
factor(worker_id)3:factor(category_id)26 1
factor(worker_id)4:factor(category_id)26 1
factor(worker_id)5:factor(category_id)26 0
factor(worker_id)2:factor(category_id)27 0
factor(worker_id)3:factor(category_id)27 0
factor(worker_id)4:factor(category_id)27 0.98
factor(worker_id)5:factor(category_id)27 0
factor(worker_id)2:factor(category_id)28 0
factor(worker_id)3:factor(category_id)28 1
factor(worker_id)4:factor(category_id)28 1
factor(worker_id)5:factor(category_id)28 0
factor(worker_id)2:factor(category_id)29 0
factor(worker_id)3:factor(category_id)29 0
factor(worker_id)4:factor(category_id)29 0
factor(worker_id)5:factor(category_id)29 0
factor(worker_id)2:factor(category_id)30 0
factor(worker_id)3:factor(category_id)30 0
factor(worker_id)4:factor(category_id)30 0.35
factor(worker_id)5:factor(category_id)30 0

Significant match effect number = 27 out of 116

num_process = 500, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.007 0.050 -0.110 -0.012 0.109
factor(worker_id)2 100 0 0.009 0.061 -0.104 0.014 0.171
factor(worker_id)3 100 0 0.005 0.067 -0.191 0.006 0.208
factor(worker_id)4 100 0 0.010 0.065 -0.128 0.007 0.161
factor(worker_id)5 100 0 0.010 0.063 -0.147 0.011 0.219
factor(category_id)2 100 0 0.013 0.074 -0.177 0.013 0.168
factor(category_id)3 100 0 0.007 0.065 -0.140 0.005 0.201
factor(category_id)4 100 0 0.005 0.067 -0.165 0.005 0.169
factor(category_id)5 100 0 0.011 0.068 -0.189 0.022 0.170
factor(category_id)6 100 0 0.009 0.066 -0.128 0.012 0.135
factor(category_id)7 100 0 0.011 0.070 -0.160 0.017 0.150
factor(category_id)8 100 0 0.003 0.063 -0.151 0.003 0.139
factor(category_id)9 100 0 0.015 0.067 -0.189 0.013 0.166
factor(category_id)10 100 0 0.009 0.064 -0.129 0.012 0.128
factor(category_id)11 100 0 0.005 0.067 -0.142 -0.004 0.200
factor(category_id)12 100 0 0.015 0.065 -0.160 0.026 0.187
factor(category_id)13 100 0 0.010 0.073 -0.151 0.003 0.164
factor(category_id)14 100 0 0.014 0.056 -0.132 0.019 0.133
factor(category_id)15 100 0 0.003 0.068 -0.156 0.007 0.167
factor(category_id)16 100 0 0.009 0.059 -0.123 0.003 0.172
factor(category_id)17 100 0 0.005 0.064 -0.221 0.004 0.142
factor(category_id)18 100 0 0.009 0.072 -0.210 0.017 0.190
factor(category_id)19 100 0 0.012 0.066 -0.168 0.022 0.168
factor(category_id)20 100 0 0.006 0.059 -0.160 0.011 0.141
factor(category_id)21 100 0 0.012 0.056 -0.112 0.016 0.150
factor(category_id)22 100 0 0.004 0.063 -0.150 0.010 0.131
factor(category_id)23 100 0 0.002 0.065 -0.200 -0.001 0.154
factor(category_id)24 100 0 0.004 0.066 -0.117 0.000 0.149
factor(category_id)25 100 0 0.008 0.069 -0.180 0.008 0.177
factor(category_id)26 100 0 0.007 0.064 -0.109 0.011 0.164
factor(category_id)27 100 0 0.012 0.075 -0.176 0.012 0.174
factor(category_id)28 100 0 0.018 0.063 -0.102 0.020 0.145
factor(category_id)29 100 0 0.005 0.069 -0.157 0.008 0.144
factor(category_id)30 100 0 0.005 0.066 -0.126 0.005 0.118
factor(worker_id)2:factor(category_id)2 100 0 -0.013 0.096 -0.310 -0.008 0.223
factor(worker_id)3:factor(category_id)2 100 0 -0.009 0.093 -0.245 -0.008 0.171
factor(worker_id)4:factor(category_id)2 100 0 -0.020 0.095 -0.252 -0.013 0.199
factor(worker_id)5:factor(category_id)2 100 0 -0.015 0.085 -0.262 -0.009 0.207
factor(worker_id)2:factor(category_id)3 100 0 -0.017 0.082 -0.307 -0.014 0.201
factor(worker_id)3:factor(category_id)3 100 0 -0.008 0.079 -0.207 -0.002 0.146
factor(worker_id)4:factor(category_id)3 100 0 -0.012 0.096 -0.272 -0.015 0.206
factor(worker_id)5:factor(category_id)3 100 0 -0.014 0.088 -0.314 -0.005 0.156
factor(worker_id)2:factor(category_id)4 100 0 -0.003 0.091 -0.262 -0.005 0.218
factor(worker_id)3:factor(category_id)4 100 0 -0.001 0.093 -0.339 0.005 0.231
factor(worker_id)4:factor(category_id)4 100 0 -0.011 0.080 -0.213 -0.012 0.213
factor(worker_id)5:factor(category_id)4 100 0 -0.012 0.087 -0.194 -0.012 0.230
factor(worker_id)2:factor(category_id)5 100 0 -0.008 0.087 -0.249 -0.007 0.254
factor(worker_id)3:factor(category_id)5 100 0 -0.002 0.098 -0.236 -0.003 0.241
factor(worker_id)4:factor(category_id)5 100 0 -0.015 0.096 -0.225 -0.023 0.219
factor(worker_id)5:factor(category_id)5 100 0 -0.016 0.087 -0.223 -0.013 0.209
factor(worker_id)2:factor(category_id)6 100 0 -0.012 0.084 -0.230 -0.013 0.146
factor(worker_id)3:factor(category_id)6 100 0 -0.009 0.088 -0.224 -0.007 0.216
factor(worker_id)4:factor(category_id)6 100 0 -0.018 0.089 -0.301 -0.018 0.204
factor(worker_id)5:factor(category_id)6 100 0 -0.017 0.081 -0.229 -0.007 0.151
factor(worker_id)2:factor(category_id)7 100 0 -0.016 0.089 -0.245 -0.015 0.171
factor(worker_id)3:factor(category_id)7 100 0 -0.006 0.092 -0.234 -0.011 0.216
factor(worker_id)4:factor(category_id)7 100 0 -0.017 0.092 -0.256 -0.014 0.215
factor(worker_id)5:factor(category_id)7 100 0 -0.014 0.086 -0.230 -0.009 0.211
factor(worker_id)2:factor(category_id)8 100 0 -0.007 0.079 -0.284 -0.005 0.209
factor(worker_id)3:factor(category_id)8 100 0 0.010 0.090 -0.196 0.016 0.174
factor(worker_id)4:factor(category_id)8 100 0 -0.007 0.096 -0.233 -0.002 0.235
factor(worker_id)5:factor(category_id)8 100 0 0.002 0.093 -0.265 -0.003 0.271
factor(worker_id)2:factor(category_id)9 100 0 -0.012 0.084 -0.190 -0.014 0.273
factor(worker_id)3:factor(category_id)9 100 0 -0.017 0.099 -0.270 -0.015 0.212
factor(worker_id)4:factor(category_id)9 100 0 -0.016 0.085 -0.249 -0.008 0.213
factor(worker_id)5:factor(category_id)9 100 0 -0.013 0.095 -0.283 -0.019 0.254
factor(worker_id)2:factor(category_id)10 100 0 -0.014 0.090 -0.190 -0.002 0.190
factor(worker_id)3:factor(category_id)10 100 0 -0.004 0.088 -0.209 -0.011 0.268
factor(worker_id)4:factor(category_id)10 100 0 0.000 0.097 -0.221 0.016 0.227
factor(worker_id)5:factor(category_id)10 100 0 -0.017 0.096 -0.265 -0.015 0.200
factor(worker_id)2:factor(category_id)11 100 0 -0.004 0.090 -0.232 0.000 0.249
factor(worker_id)3:factor(category_id)11 100 0 -0.001 0.086 -0.229 -0.002 0.212
factor(worker_id)4:factor(category_id)11 100 0 -0.003 0.091 -0.240 -0.005 0.196
factor(worker_id)5:factor(category_id)11 100 0 0.004 0.084 -0.241 0.009 0.201
factor(worker_id)2:factor(category_id)12 100 0 -0.012 0.087 -0.212 -0.019 0.224
factor(worker_id)3:factor(category_id)12 100 0 -0.011 0.090 -0.192 -0.024 0.275
factor(worker_id)4:factor(category_id)12 100 0 -0.019 0.094 -0.196 -0.028 0.245
factor(worker_id)5:factor(category_id)12 100 0 -0.015 0.092 -0.205 -0.033 0.251
factor(worker_id)2:factor(category_id)13 100 0 -0.023 0.083 -0.185 -0.028 0.177
factor(worker_id)3:factor(category_id)13 100 0 -0.019 0.097 -0.254 -0.017 0.185
factor(worker_id)4:factor(category_id)13 100 0 -0.019 0.091 -0.224 -0.017 0.162
factor(worker_id)5:factor(category_id)13 100 0 -0.016 0.084 -0.205 -0.017 0.197
factor(worker_id)2:factor(category_id)14 100 0 -0.021 0.072 -0.194 -0.029 0.259
factor(worker_id)3:factor(category_id)14 100 0 -0.021 0.087 -0.216 -0.022 0.146
factor(worker_id)4:factor(category_id)14 100 0 -0.024 0.080 -0.216 -0.035 0.132
factor(worker_id)5:factor(category_id)14 100 0 -0.014 0.079 -0.251 -0.022 0.157
factor(worker_id)2:factor(category_id)15 100 0 0.004 0.086 -0.216 0.009 0.192
factor(worker_id)3:factor(category_id)15 100 0 0.002 0.088 -0.186 0.011 0.161
factor(worker_id)4:factor(category_id)15 100 0 -0.003 0.086 -0.203 -0.020 0.194
factor(worker_id)5:factor(category_id)15 100 0 -0.007 0.087 -0.195 -0.008 0.223
factor(worker_id)2:factor(category_id)16 100 0 -0.016 0.085 -0.320 -0.004 0.159
factor(worker_id)3:factor(category_id)16 100 0 -0.008 0.086 -0.201 -0.003 0.209
factor(worker_id)4:factor(category_id)16 100 0 -0.023 0.084 -0.243 -0.017 0.168
factor(worker_id)5:factor(category_id)16 100 0 -0.008 0.087 -0.258 -0.019 0.229
factor(worker_id)2:factor(category_id)17 100 0 -0.008 0.090 -0.224 -0.001 0.217
factor(worker_id)3:factor(category_id)17 100 0 0.000 0.087 -0.272 -0.007 0.188
factor(worker_id)4:factor(category_id)17 100 0 -0.003 0.087 -0.214 0.001 0.279
factor(worker_id)5:factor(category_id)17 100 0 -0.008 0.087 -0.242 -0.007 0.211
factor(worker_id)2:factor(category_id)18 100 0 -0.002 0.099 -0.239 0.015 0.241
factor(worker_id)3:factor(category_id)18 100 0 -0.006 0.100 -0.229 0.009 0.203
factor(worker_id)4:factor(category_id)18 100 0 -0.013 0.089 -0.263 -0.018 0.170
factor(worker_id)5:factor(category_id)18 100 0 -0.008 0.089 -0.249 -0.007 0.259
factor(worker_id)2:factor(category_id)19 100 0 -0.021 0.096 -0.288 -0.022 0.183
factor(worker_id)3:factor(category_id)19 100 0 -0.008 0.089 -0.205 -0.012 0.293
factor(worker_id)4:factor(category_id)19 100 0 -0.021 0.093 -0.166 -0.034 0.205
factor(worker_id)5:factor(category_id)19 100 0 -0.016 0.097 -0.301 -0.012 0.238
factor(worker_id)2:factor(category_id)20 100 0 -0.016 0.079 -0.239 -0.019 0.155
factor(worker_id)3:factor(category_id)20 100 0 -0.008 0.084 -0.199 -0.022 0.182
factor(worker_id)4:factor(category_id)20 100 0 -0.006 0.081 -0.199 -0.011 0.227
factor(worker_id)5:factor(category_id)20 100 0 -0.006 0.086 -0.206 -0.009 0.250
factor(worker_id)2:factor(category_id)21 100 0 -0.012 0.078 -0.197 -0.011 0.143
factor(worker_id)3:factor(category_id)21 100 0 -0.005 0.086 -0.242 -0.007 0.218
factor(worker_id)4:factor(category_id)21 100 0 -0.014 0.087 -0.213 -0.013 0.194
factor(worker_id)5:factor(category_id)21 100 0 -0.014 0.085 -0.236 -0.007 0.149
factor(worker_id)2:factor(category_id)22 100 0 -0.006 0.087 -0.225 -0.009 0.254
factor(worker_id)3:factor(category_id)22 100 0 0.003 0.085 -0.193 0.006 0.214
factor(worker_id)4:factor(category_id)22 100 0 -0.011 0.088 -0.228 -0.011 0.232
factor(worker_id)5:factor(category_id)22 100 0 -0.018 0.088 -0.241 -0.021 0.220
factor(worker_id)2:factor(category_id)23 100 0 0.000 0.078 -0.211 0.005 0.167
factor(worker_id)3:factor(category_id)23 100 0 0.000 0.104 -0.277 0.005 0.285
factor(worker_id)4:factor(category_id)23 100 0 -0.009 0.088 -0.237 -0.003 0.148
factor(worker_id)5:factor(category_id)23 100 0 -0.010 0.088 -0.213 -0.014 0.231
factor(worker_id)2:factor(category_id)24 100 0 -0.006 0.086 -0.220 -0.012 0.235
factor(worker_id)3:factor(category_id)24 100 0 0.002 0.084 -0.178 0.001 0.176
factor(worker_id)4:factor(category_id)24 100 0 0.000 0.092 -0.262 0.006 0.187
factor(worker_id)5:factor(category_id)24 100 0 -0.009 0.090 -0.249 -0.001 0.201
factor(worker_id)2:factor(category_id)25 100 0 -0.009 0.085 -0.182 -0.005 0.201
factor(worker_id)3:factor(category_id)25 100 0 -0.008 0.104 -0.297 -0.011 0.223
factor(worker_id)4:factor(category_id)25 100 0 -0.010 0.091 -0.248 0.003 0.170
factor(worker_id)5:factor(category_id)25 100 0 -0.014 0.094 -0.246 -0.029 0.167
factor(worker_id)2:factor(category_id)26 100 0 -0.006 0.081 -0.231 0.005 0.167
factor(worker_id)3:factor(category_id)26 100 0 0.002 0.093 -0.223 0.000 0.237
factor(worker_id)4:factor(category_id)26 100 0 -0.011 0.090 -0.185 -0.021 0.219
factor(worker_id)5:factor(category_id)26 100 0 -0.013 0.079 -0.228 -0.017 0.136
factor(worker_id)2:factor(category_id)27 100 0 -0.018 0.096 -0.234 -0.028 0.215
factor(worker_id)3:factor(category_id)27 100 0 -0.012 0.101 -0.260 -0.005 0.195
factor(worker_id)4:factor(category_id)27 100 0 -0.015 0.094 -0.236 -0.012 0.187
factor(worker_id)5:factor(category_id)27 100 0 -0.015 0.097 -0.228 -0.014 0.232
factor(worker_id)2:factor(category_id)28 100 0 -0.025 0.080 -0.246 -0.023 0.177
factor(worker_id)3:factor(category_id)28 100 0 -0.014 0.094 -0.272 -0.012 0.270
factor(worker_id)4:factor(category_id)28 100 0 -0.021 0.084 -0.195 -0.026 0.195
factor(worker_id)5:factor(category_id)28 100 0 -0.026 0.088 -0.197 -0.034 0.233
factor(worker_id)2:factor(category_id)29 100 0 -0.001 0.100 -0.261 0.007 0.178
factor(worker_id)3:factor(category_id)29 100 0 -0.004 0.092 -0.252 0.003 0.185
factor(worker_id)4:factor(category_id)29 100 0 0.002 0.080 -0.165 0.002 0.165
factor(worker_id)5:factor(category_id)29 100 0 -0.019 0.089 -0.220 -0.007 0.193
factor(worker_id)2:factor(category_id)30 100 0 -0.011 0.082 -0.184 -0.022 0.250
factor(worker_id)3:factor(category_id)30 100 0 0.004 0.093 -0.196 0.014 0.206
factor(worker_id)4:factor(category_id)30 100 0 -0.003 0.087 -0.170 -0.008 0.205
factor(worker_id)5:factor(category_id)30 100 0 -0.007 0.078 -0.197 -0.014 0.191

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 0
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 1
factor(worker_id)4:factor(category_id)2 1
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0.6
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0.03
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 1
factor(worker_id)5:factor(category_id)5 0.04
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 0
factor(worker_id)5:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)3:factor(category_id)7 0
factor(worker_id)4:factor(category_id)7 0
factor(worker_id)5:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 1
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 0
factor(worker_id)5:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 1
factor(worker_id)3:factor(category_id)9 0.04
factor(worker_id)4:factor(category_id)9 0
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 1
factor(worker_id)3:factor(category_id)10 0
factor(worker_id)4:factor(category_id)10 0
factor(worker_id)5:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 1
factor(worker_id)3:factor(category_id)11 0
factor(worker_id)4:factor(category_id)11 0
factor(worker_id)5:factor(category_id)11 1
factor(worker_id)2:factor(category_id)12 0.67
factor(worker_id)3:factor(category_id)12 0
factor(worker_id)4:factor(category_id)12 0
factor(worker_id)5:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 0.93
factor(worker_id)3:factor(category_id)13 0.49
factor(worker_id)4:factor(category_id)13 0
factor(worker_id)5:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)3:factor(category_id)14 1
factor(worker_id)4:factor(category_id)14 0
factor(worker_id)5:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)3:factor(category_id)15 0
factor(worker_id)4:factor(category_id)15 0
factor(worker_id)5:factor(category_id)15 0
factor(worker_id)2:factor(category_id)16 0
factor(worker_id)3:factor(category_id)16 0
factor(worker_id)4:factor(category_id)16 0
factor(worker_id)5:factor(category_id)16 1
factor(worker_id)2:factor(category_id)17 1
factor(worker_id)3:factor(category_id)17 1
factor(worker_id)4:factor(category_id)17 1
factor(worker_id)5:factor(category_id)17 1
factor(worker_id)2:factor(category_id)18 0.02
factor(worker_id)3:factor(category_id)18 1
factor(worker_id)4:factor(category_id)18 0
factor(worker_id)5:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 1
factor(worker_id)3:factor(category_id)19 1
factor(worker_id)4:factor(category_id)19 0
factor(worker_id)5:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 0.94
factor(worker_id)3:factor(category_id)20 0
factor(worker_id)4:factor(category_id)20 0
factor(worker_id)5:factor(category_id)20 0
factor(worker_id)2:factor(category_id)21 1
factor(worker_id)3:factor(category_id)21 1
factor(worker_id)4:factor(category_id)21 0
factor(worker_id)5:factor(category_id)21 1
factor(worker_id)2:factor(category_id)22 1
factor(worker_id)3:factor(category_id)22 0
factor(worker_id)4:factor(category_id)22 0
factor(worker_id)5:factor(category_id)22 0
factor(worker_id)2:factor(category_id)23 1
factor(worker_id)3:factor(category_id)23 0
factor(worker_id)4:factor(category_id)23 0
factor(worker_id)5:factor(category_id)23 1
factor(worker_id)2:factor(category_id)24 1
factor(worker_id)3:factor(category_id)24 1
factor(worker_id)4:factor(category_id)24 1
factor(worker_id)5:factor(category_id)24 0.16
factor(worker_id)2:factor(category_id)25 0.31
factor(worker_id)3:factor(category_id)25 0
factor(worker_id)4:factor(category_id)25 0
factor(worker_id)5:factor(category_id)25 0
factor(worker_id)2:factor(category_id)26 1
factor(worker_id)3:factor(category_id)26 1
factor(worker_id)4:factor(category_id)26 0
factor(worker_id)5:factor(category_id)26 0
factor(worker_id)2:factor(category_id)27 0
factor(worker_id)3:factor(category_id)27 0
factor(worker_id)4:factor(category_id)27 0
factor(worker_id)5:factor(category_id)27 0
factor(worker_id)2:factor(category_id)28 1
factor(worker_id)3:factor(category_id)28 0
factor(worker_id)4:factor(category_id)28 0
factor(worker_id)5:factor(category_id)28 1
factor(worker_id)2:factor(category_id)29 1
factor(worker_id)3:factor(category_id)29 0
factor(worker_id)4:factor(category_id)29 0
factor(worker_id)5:factor(category_id)29 0
factor(worker_id)2:factor(category_id)30 1
factor(worker_id)3:factor(category_id)30 1
factor(worker_id)4:factor(category_id)30 1
factor(worker_id)5:factor(category_id)30 1

Significant match effect number = 42 out of 116

worker=5 category=50 data

num_process = 10, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.049 0.296 -0.642 -0.059 0.728
factor(worker_id)2 100 0 0.015 0.420 -1.065 0.017 1.250
factor(worker_id)3 100 0 0.030 0.381 -1.408 0.060 1.086
factor(worker_id)4 100 0 0.022 0.403 -0.900 -0.016 1.057
factor(worker_id)5 100 0 0.034 0.390 -1.160 0.043 1.018
factor(category_id)2 100 0 0.064 0.432 -1.180 0.131 1.083
factor(category_id)3 100 0 0.049 0.440 -1.085 0.067 1.073
factor(category_id)4 100 0 0.049 0.432 -0.949 0.054 1.241
factor(category_id)5 100 0 -0.022 0.410 -0.946 -0.003 1.001
factor(category_id)6 100 0 0.000 0.430 -1.201 0.035 1.102
factor(category_id)7 100 0 0.030 0.391 -0.875 -0.048 0.958
factor(category_id)8 100 0 0.108 0.444 -1.034 0.143 1.159
factor(category_id)9 100 0 0.035 0.424 -1.248 0.042 1.114
factor(category_id)10 100 0 0.098 0.413 -1.053 0.093 1.067
factor(category_id)11 100 0 0.053 0.438 -1.212 0.066 1.061
factor(category_id)12 100 0 0.025 0.411 -0.877 0.054 0.920
factor(category_id)13 100 0 0.015 0.463 -1.596 0.023 1.056
factor(category_id)14 100 0 0.000 0.450 -1.245 -0.040 1.322
factor(category_id)15 100 0 0.011 0.429 -1.065 0.031 1.000
factor(category_id)16 100 0 0.032 0.455 -0.971 -0.009 1.130
factor(category_id)17 100 0 0.073 0.422 -0.888 0.102 1.099
factor(category_id)18 100 0 0.040 0.464 -0.899 0.011 1.530
factor(category_id)19 100 0 0.081 0.391 -0.912 0.059 1.261
factor(category_id)20 100 0 0.094 0.426 -1.121 0.164 1.246
factor(category_id)21 100 0 0.004 0.420 -0.907 0.034 1.074
factor(category_id)22 100 0 0.069 0.524 -1.294 0.019 1.465
factor(category_id)23 100 0 0.086 0.412 -1.130 0.087 1.157
factor(category_id)24 100 0 0.058 0.407 -0.934 0.004 1.091
factor(category_id)25 100 0 0.088 0.419 -0.828 0.056 1.179
factor(category_id)26 100 0 0.012 0.427 -1.008 -0.050 1.361
factor(category_id)27 100 0 0.061 0.369 -0.654 0.079 1.083
factor(category_id)28 100 0 0.095 0.446 -0.898 0.042 1.131
factor(category_id)29 100 0 0.038 0.512 -0.915 -0.004 1.211
factor(category_id)30 100 0 0.067 0.407 -1.172 0.066 0.919
factor(category_id)31 100 0 0.041 0.443 -1.000 0.117 0.802
factor(category_id)32 100 0 0.055 0.467 -1.074 0.019 1.299
factor(category_id)33 100 0 0.033 0.434 -0.848 0.037 1.001
factor(category_id)34 100 0 0.040 0.437 -1.104 0.070 1.102
factor(category_id)35 100 0 0.090 0.449 -1.057 0.103 1.195
factor(category_id)36 100 0 0.091 0.425 -0.827 0.137 1.035
factor(category_id)37 100 0 -0.012 0.440 -1.036 -0.030 1.035
factor(category_id)38 100 0 0.058 0.418 -0.906 0.033 1.102
factor(category_id)39 100 0 0.030 0.358 -1.051 0.040 0.952
factor(category_id)40 100 0 0.015 0.381 -0.887 0.000 0.895
factor(category_id)41 100 0 0.102 0.453 -0.998 0.098 1.216
factor(category_id)42 100 0 -0.001 0.426 -1.207 0.030 0.952
factor(category_id)43 100 0 0.020 0.396 -0.828 0.026 1.232
factor(category_id)44 100 0 0.038 0.428 -1.264 0.021 0.958
factor(category_id)45 100 0 0.079 0.418 -0.956 0.057 1.112
factor(category_id)46 100 0 0.015 0.465 -0.888 0.041 1.095
factor(category_id)47 100 0 0.089 0.436 -0.922 0.122 1.075
factor(category_id)48 100 0 0.050 0.424 -1.158 0.031 1.144
factor(category_id)49 100 0 0.087 0.421 -0.898 0.026 1.103
factor(category_id)50 100 0 -0.013 0.404 -1.008 0.029 1.060
factor(worker_id)2:factor(category_id)2 100 0 -0.045 0.633 -1.350 -0.115 1.774
factor(worker_id)3:factor(category_id)2 100 0 -0.066 0.581 -1.216 -0.142 1.444
factor(worker_id)4:factor(category_id)2 100 0 -0.003 0.596 -1.177 -0.023 1.256
factor(worker_id)5:factor(category_id)2 100 0 -0.074 0.592 -1.257 -0.111 1.260
factor(worker_id)2:factor(category_id)3 100 0 0.037 0.591 -1.328 0.086 1.417
factor(worker_id)3:factor(category_id)3 100 0 -0.029 0.598 -1.197 0.024 1.826
factor(worker_id)4:factor(category_id)3 100 0 -0.023 0.611 -1.335 -0.013 1.326
factor(worker_id)5:factor(category_id)3 100 0 -0.021 0.610 -1.538 -0.044 1.703
factor(worker_id)2:factor(category_id)4 100 0 0.037 0.646 -1.906 0.053 1.500
factor(worker_id)3:factor(category_id)4 100 0 0.013 0.540 -1.121 0.017 1.279
factor(worker_id)4:factor(category_id)4 100 0 -0.015 0.579 -1.416 -0.005 1.756
factor(worker_id)5:factor(category_id)4 100 0 0.003 0.537 -1.405 -0.018 1.202
factor(worker_id)2:factor(category_id)5 100 0 0.040 0.633 -2.174 0.077 1.225
factor(worker_id)3:factor(category_id)5 100 0 0.061 0.607 -1.420 0.129 1.936
factor(worker_id)4:factor(category_id)5 100 0 0.033 0.562 -1.753 -0.011 1.490
factor(worker_id)5:factor(category_id)5 100 0 0.018 0.629 -1.635 -0.071 1.648
factor(worker_id)2:factor(category_id)6 100 0 0.036 0.622 -1.368 0.026 1.434
factor(worker_id)3:factor(category_id)6 100 0 -0.009 0.587 -1.304 0.003 2.101
factor(worker_id)4:factor(category_id)6 100 0 0.023 0.596 -1.749 -0.009 1.251
factor(worker_id)5:factor(category_id)6 100 0 0.035 0.593 -1.280 -0.019 1.753
factor(worker_id)2:factor(category_id)7 100 0 0.041 0.511 -1.201 0.047 1.177
factor(worker_id)3:factor(category_id)7 100 0 -0.026 0.573 -1.353 -0.042 1.265
factor(worker_id)4:factor(category_id)7 100 0 0.006 0.593 -1.461 0.056 1.137
factor(worker_id)5:factor(category_id)7 100 0 -0.026 0.525 -1.389 -0.011 1.074
factor(worker_id)2:factor(category_id)8 100 0 -0.114 0.586 -1.588 -0.050 1.298
factor(worker_id)3:factor(category_id)8 100 0 -0.087 0.584 -1.415 -0.146 1.399
factor(worker_id)4:factor(category_id)8 100 0 -0.069 0.661 -2.114 -0.014 1.717
factor(worker_id)5:factor(category_id)8 100 0 -0.196 0.653 -1.820 -0.192 2.231
factor(worker_id)2:factor(category_id)9 100 0 0.027 0.603 -1.260 -0.019 1.807
factor(worker_id)3:factor(category_id)9 100 0 -0.027 0.589 -1.565 -0.079 1.837
factor(worker_id)4:factor(category_id)9 100 0 -0.004 0.612 -1.595 -0.019 1.648
factor(worker_id)5:factor(category_id)9 100 0 -0.031 0.604 -1.301 -0.141 1.262
factor(worker_id)2:factor(category_id)10 100 0 -0.078 0.619 -1.932 -0.030 2.273
factor(worker_id)3:factor(category_id)10 100 0 -0.033 0.540 -1.689 -0.003 1.421
factor(worker_id)4:factor(category_id)10 100 0 -0.087 0.607 -1.496 -0.101 1.221
factor(worker_id)5:factor(category_id)10 100 0 -0.058 0.615 -2.191 -0.075 1.712
factor(worker_id)2:factor(category_id)11 100 0 -0.050 0.666 -1.872 -0.084 1.752
factor(worker_id)3:factor(category_id)11 100 0 0.009 0.573 -1.230 0.023 1.636
factor(worker_id)4:factor(category_id)11 100 0 0.044 0.605 -1.551 0.027 1.802
factor(worker_id)5:factor(category_id)11 100 0 -0.049 0.578 -1.415 -0.051 1.502
factor(worker_id)2:factor(category_id)12 100 0 -0.004 0.617 -2.008 0.022 1.260
factor(worker_id)3:factor(category_id)12 100 0 0.002 0.643 -1.458 0.005 1.623
factor(worker_id)4:factor(category_id)12 100 0 0.018 0.593 -1.187 0.029 1.137
factor(worker_id)5:factor(category_id)12 100 0 0.011 0.557 -1.210 0.031 1.525
factor(worker_id)2:factor(category_id)13 100 0 -0.005 0.626 -1.411 -0.070 1.815
factor(worker_id)3:factor(category_id)13 100 0 0.016 0.567 -1.345 -0.018 2.006
factor(worker_id)4:factor(category_id)13 100 0 -0.045 0.595 -1.462 -0.068 1.435
factor(worker_id)5:factor(category_id)13 100 0 0.018 0.649 -1.670 -0.002 1.534
factor(worker_id)2:factor(category_id)14 100 0 -0.016 0.580 -1.446 -0.049 1.724
factor(worker_id)3:factor(category_id)14 100 0 0.067 0.557 -1.265 0.056 1.301
factor(worker_id)4:factor(category_id)14 100 0 0.029 0.640 -1.705 0.099 1.247
factor(worker_id)5:factor(category_id)14 100 0 0.047 0.621 -2.568 0.042 1.231
factor(worker_id)2:factor(category_id)15 100 0 0.017 0.642 -1.540 0.040 1.861
factor(worker_id)3:factor(category_id)15 100 0 -0.021 0.610 -1.398 -0.110 1.902
factor(worker_id)4:factor(category_id)15 100 0 0.031 0.563 -1.547 0.053 1.354
factor(worker_id)5:factor(category_id)15 100 0 -0.056 0.657 -1.689 -0.014 1.543
factor(worker_id)2:factor(category_id)16 100 0 0.121 0.613 -1.670 0.176 1.610
factor(worker_id)3:factor(category_id)16 100 0 0.041 0.635 -1.651 0.041 1.747
factor(worker_id)4:factor(category_id)16 100 0 -0.013 0.630 -1.630 0.114 1.502
factor(worker_id)5:factor(category_id)16 100 0 0.011 0.559 -0.986 0.075 1.349
factor(worker_id)2:factor(category_id)17 100 0 -0.013 0.592 -1.473 0.041 1.686
factor(worker_id)3:factor(category_id)17 100 0 -0.080 0.559 -1.511 -0.060 1.177
factor(worker_id)4:factor(category_id)17 100 0 -0.044 0.577 -1.246 -0.093 1.840
factor(worker_id)5:factor(category_id)17 100 0 -0.022 0.572 -1.252 -0.047 1.570
factor(worker_id)2:factor(category_id)18 100 0 -0.007 0.624 -1.891 0.002 1.747
factor(worker_id)3:factor(category_id)18 100 0 -0.031 0.642 -1.770 -0.015 1.700
factor(worker_id)4:factor(category_id)18 100 0 -0.089 0.611 -1.938 -0.072 1.963
factor(worker_id)5:factor(category_id)18 100 0 -0.049 0.588 -2.019 -0.077 1.491
factor(worker_id)2:factor(category_id)19 100 0 -0.047 0.517 -1.617 -0.052 1.146
factor(worker_id)3:factor(category_id)19 100 0 -0.056 0.518 -1.489 -0.021 1.221
factor(worker_id)4:factor(category_id)19 100 0 -0.081 0.530 -1.477 -0.115 1.145
factor(worker_id)5:factor(category_id)19 100 0 -0.064 0.562 -1.705 -0.040 1.329
factor(worker_id)2:factor(category_id)20 100 0 -0.082 0.619 -1.610 -0.055 1.277
factor(worker_id)3:factor(category_id)20 100 0 -0.037 0.564 -1.226 -0.044 1.614
factor(worker_id)4:factor(category_id)20 100 0 -0.031 0.574 -1.558 -0.042 1.456
factor(worker_id)5:factor(category_id)20 100 0 -0.092 0.609 -1.672 -0.078 1.627
factor(worker_id)2:factor(category_id)21 100 0 0.073 0.600 -1.518 0.077 1.630
factor(worker_id)3:factor(category_id)21 100 0 0.031 0.550 -1.245 0.025 1.621
factor(worker_id)4:factor(category_id)21 100 0 0.013 0.518 -1.398 0.005 1.235
factor(worker_id)5:factor(category_id)21 100 0 -0.011 0.560 -1.622 0.048 1.659
factor(worker_id)2:factor(category_id)22 100 0 -0.044 0.670 -1.673 -0.061 1.481
factor(worker_id)3:factor(category_id)22 100 0 -0.089 0.687 -1.791 -0.077 2.389
factor(worker_id)4:factor(category_id)22 100 0 -0.045 0.700 -2.188 -0.052 1.753
factor(worker_id)5:factor(category_id)22 100 0 -0.026 0.608 -1.394 -0.046 1.606
factor(worker_id)2:factor(category_id)23 100 0 -0.039 0.543 -1.996 0.036 1.387
factor(worker_id)3:factor(category_id)23 100 0 -0.086 0.597 -1.371 -0.073 1.627
factor(worker_id)4:factor(category_id)23 100 0 -0.006 0.602 -1.276 -0.003 1.580
factor(worker_id)5:factor(category_id)23 100 0 -0.094 0.610 -1.576 -0.055 1.137
factor(worker_id)2:factor(category_id)24 100 0 0.036 0.594 -1.302 0.038 1.168
factor(worker_id)3:factor(category_id)24 100 0 -0.087 0.565 -1.456 -0.148 1.268
factor(worker_id)4:factor(category_id)24 100 0 -0.031 0.568 -1.593 0.015 2.002
factor(worker_id)5:factor(category_id)24 100 0 -0.064 0.585 -1.464 -0.077 1.484
factor(worker_id)2:factor(category_id)25 100 0 -0.066 0.612 -1.457 0.021 1.735
factor(worker_id)3:factor(category_id)25 100 0 -0.112 0.639 -1.722 -0.146 1.521
factor(worker_id)4:factor(category_id)25 100 0 -0.056 0.609 -1.768 -0.064 1.560
factor(worker_id)5:factor(category_id)25 100 0 -0.050 0.530 -1.431 0.006 1.822
factor(worker_id)2:factor(category_id)26 100 0 0.053 0.584 -1.515 0.085 1.670
factor(worker_id)3:factor(category_id)26 100 0 0.022 0.583 -1.884 0.039 1.474
factor(worker_id)4:factor(category_id)26 100 0 -0.023 0.597 -1.686 0.051 1.420
factor(worker_id)5:factor(category_id)26 100 0 -0.021 0.552 -1.441 0.034 1.011
factor(worker_id)2:factor(category_id)27 100 0 -0.008 0.633 -1.263 -0.012 1.431
factor(worker_id)3:factor(category_id)27 100 0 -0.111 0.539 -1.363 -0.113 1.290
factor(worker_id)4:factor(category_id)27 100 0 -0.020 0.615 -1.326 -0.043 1.873
factor(worker_id)5:factor(category_id)27 100 0 -0.069 0.551 -1.359 -0.071 1.200
factor(worker_id)2:factor(category_id)28 100 0 -0.048 0.625 -1.362 0.000 1.530
factor(worker_id)3:factor(category_id)28 100 0 -0.144 0.513 -1.176 -0.103 1.050
factor(worker_id)4:factor(category_id)28 100 0 -0.117 0.628 -1.542 -0.136 1.648
factor(worker_id)5:factor(category_id)28 100 0 -0.097 0.574 -1.761 -0.099 1.647
factor(worker_id)2:factor(category_id)29 100 0 -0.014 0.653 -1.819 -0.072 1.729
factor(worker_id)3:factor(category_id)29 100 0 -0.105 0.624 -1.744 -0.090 1.353
factor(worker_id)4:factor(category_id)29 100 0 0.057 0.629 -1.533 0.052 1.268
factor(worker_id)5:factor(category_id)29 100 0 -0.051 0.652 -1.374 -0.042 1.536
factor(worker_id)2:factor(category_id)30 100 0 -0.040 0.613 -1.755 -0.025 1.453
factor(worker_id)3:factor(category_id)30 100 0 -0.041 0.572 -1.198 -0.068 2.017
factor(worker_id)4:factor(category_id)30 100 0 0.009 0.608 -1.487 -0.003 1.233
factor(worker_id)5:factor(category_id)30 100 0 -0.091 0.518 -1.342 -0.091 1.271
factor(worker_id)2:factor(category_id)31 100 0 0.013 0.644 -1.564 0.059 1.295
factor(worker_id)3:factor(category_id)31 100 0 0.005 0.589 -1.913 -0.042 1.743
factor(worker_id)4:factor(category_id)31 100 0 0.017 0.638 -1.439 -0.042 1.601
factor(worker_id)5:factor(category_id)31 100 0 -0.053 0.539 -1.601 -0.048 1.111
factor(worker_id)2:factor(category_id)32 100 0 -0.015 0.636 -1.723 -0.023 1.473
factor(worker_id)3:factor(category_id)32 100 0 -0.051 0.577 -1.210 -0.069 1.499
factor(worker_id)4:factor(category_id)32 100 0 -0.051 0.614 -1.556 -0.042 1.215
factor(worker_id)5:factor(category_id)32 100 0 -0.014 0.631 -1.414 -0.025 1.525
factor(worker_id)2:factor(category_id)33 100 0 -0.058 0.593 -1.709 -0.091 1.390
factor(worker_id)3:factor(category_id)33 100 0 0.032 0.566 -1.286 0.007 1.104
factor(worker_id)4:factor(category_id)33 100 0 -0.022 0.621 -1.828 -0.022 1.539
factor(worker_id)5:factor(category_id)33 100 0 -0.009 0.572 -1.732 -0.010 1.709
factor(worker_id)2:factor(category_id)34 100 0 -0.029 0.635 -1.585 -0.055 1.374
factor(worker_id)3:factor(category_id)34 100 0 -0.028 0.519 -1.460 0.016 1.229
factor(worker_id)4:factor(category_id)34 100 0 0.004 0.607 -1.604 -0.067 1.695
factor(worker_id)5:factor(category_id)34 100 0 0.004 0.627 -1.163 -0.035 1.440
factor(worker_id)2:factor(category_id)35 100 0 -0.100 0.681 -1.767 -0.086 1.500
factor(worker_id)3:factor(category_id)35 100 0 -0.083 0.573 -1.329 -0.098 1.718
factor(worker_id)4:factor(category_id)35 100 0 -0.081 0.606 -1.576 -0.065 1.708
factor(worker_id)5:factor(category_id)35 100 0 -0.107 0.653 -1.622 -0.063 1.599
factor(worker_id)2:factor(category_id)36 100 0 -0.045 0.577 -1.562 -0.057 1.691
factor(worker_id)3:factor(category_id)36 100 0 -0.017 0.545 -1.548 0.055 1.764
factor(worker_id)4:factor(category_id)36 100 0 -0.076 0.582 -1.680 -0.104 1.122
factor(worker_id)5:factor(category_id)36 100 0 -0.121 0.620 -1.753 -0.163 1.475
factor(worker_id)2:factor(category_id)37 100 0 0.024 0.605 -1.691 0.006 1.579
factor(worker_id)3:factor(category_id)37 100 0 0.016 0.549 -1.244 -0.048 1.491
factor(worker_id)4:factor(category_id)37 100 0 0.037 0.590 -1.514 0.086 1.337
factor(worker_id)5:factor(category_id)37 100 0 0.029 0.586 -1.676 0.014 1.347
factor(worker_id)2:factor(category_id)38 100 0 -0.023 0.595 -1.186 0.005 1.555
factor(worker_id)3:factor(category_id)38 100 0 -0.042 0.542 -1.226 -0.064 1.497
factor(worker_id)4:factor(category_id)38 100 0 -0.040 0.583 -1.437 -0.037 1.149
factor(worker_id)5:factor(category_id)38 100 0 -0.047 0.608 -2.073 -0.008 1.573
factor(worker_id)2:factor(category_id)39 100 0 0.027 0.527 -1.094 0.037 1.239
factor(worker_id)3:factor(category_id)39 100 0 -0.031 0.559 -1.071 -0.047 1.664
factor(worker_id)4:factor(category_id)39 100 0 0.022 0.500 -1.203 -0.007 1.362
factor(worker_id)5:factor(category_id)39 100 0 -0.023 0.517 -1.391 0.011 1.032
factor(worker_id)2:factor(category_id)40 100 0 0.003 0.538 -1.164 0.001 1.456
factor(worker_id)3:factor(category_id)40 100 0 0.004 0.553 -1.164 -0.013 1.159
factor(worker_id)4:factor(category_id)40 100 0 0.015 0.519 -1.186 0.017 1.370
factor(worker_id)5:factor(category_id)40 100 0 0.015 0.534 -1.242 0.042 1.783
factor(worker_id)2:factor(category_id)41 100 0 -0.055 0.588 -1.686 0.016 1.624
factor(worker_id)3:factor(category_id)41 100 0 -0.119 0.624 -1.712 -0.136 2.033
factor(worker_id)4:factor(category_id)41 100 0 -0.083 0.607 -1.477 -0.078 1.324
factor(worker_id)5:factor(category_id)41 100 0 -0.143 0.621 -1.833 -0.133 1.181
factor(worker_id)2:factor(category_id)42 100 0 0.059 0.575 -1.362 0.013 1.495
factor(worker_id)3:factor(category_id)42 100 0 0.061 0.604 -1.602 0.013 1.969
factor(worker_id)4:factor(category_id)42 100 0 -0.001 0.575 -1.458 0.017 1.423
factor(worker_id)5:factor(category_id)42 100 0 0.053 0.605 -1.392 0.029 2.292
factor(worker_id)2:factor(category_id)43 100 0 0.045 0.611 -1.673 0.111 1.422
factor(worker_id)3:factor(category_id)43 100 0 0.021 0.538 -1.222 -0.064 1.556
factor(worker_id)4:factor(category_id)43 100 0 -0.006 0.588 -1.297 -0.001 1.286
factor(worker_id)5:factor(category_id)43 100 0 0.003 0.524 -1.531 0.041 1.385
factor(worker_id)2:factor(category_id)44 100 0 0.030 0.632 -1.358 0.001 1.700
factor(worker_id)3:factor(category_id)44 100 0 -0.026 0.599 -1.530 -0.081 1.545
factor(worker_id)4:factor(category_id)44 100 0 0.050 0.560 -1.339 0.119 1.409
factor(worker_id)5:factor(category_id)44 100 0 0.011 0.540 -1.370 -0.012 1.264
factor(worker_id)2:factor(category_id)45 100 0 -0.035 0.594 -1.521 -0.062 1.438
factor(worker_id)3:factor(category_id)45 100 0 -0.108 0.562 -2.079 -0.200 1.453
factor(worker_id)4:factor(category_id)45 100 0 -0.020 0.609 -1.566 0.012 1.149
factor(worker_id)5:factor(category_id)45 100 0 -0.063 0.554 -1.494 -0.048 1.773
factor(worker_id)2:factor(category_id)46 100 0 0.017 0.685 -2.100 0.009 1.877
factor(worker_id)3:factor(category_id)46 100 0 0.019 0.606 -1.706 0.047 1.503
factor(worker_id)4:factor(category_id)46 100 0 0.053 0.651 -1.662 0.036 1.850
factor(worker_id)5:factor(category_id)46 100 0 -0.003 0.674 -1.704 -0.042 1.585
factor(worker_id)2:factor(category_id)47 100 0 -0.107 0.619 -2.115 -0.171 1.518
factor(worker_id)3:factor(category_id)47 100 0 -0.095 0.628 -1.672 -0.126 1.559
factor(worker_id)4:factor(category_id)47 100 0 -0.059 0.627 -1.366 -0.049 1.308
factor(worker_id)5:factor(category_id)47 100 0 -0.032 0.603 -1.388 0.050 1.397
factor(worker_id)2:factor(category_id)48 100 0 0.025 0.602 -1.120 0.023 1.667
factor(worker_id)3:factor(category_id)48 100 0 0.000 0.583 -1.355 0.020 1.664
factor(worker_id)4:factor(category_id)48 100 0 -0.013 0.565 -1.612 -0.059 1.764
factor(worker_id)5:factor(category_id)48 100 0 -0.044 0.618 -1.517 -0.047 1.167
factor(worker_id)2:factor(category_id)49 100 0 -0.089 0.636 -1.826 0.036 1.463
factor(worker_id)3:factor(category_id)49 100 0 -0.077 0.657 -1.843 -0.067 1.374
factor(worker_id)4:factor(category_id)49 100 0 -0.021 0.624 -1.300 0.006 1.942
factor(worker_id)5:factor(category_id)49 100 0 -0.048 0.618 -1.697 -0.044 1.955
factor(worker_id)2:factor(category_id)50 100 0 0.035 0.585 -1.347 0.058 1.776
factor(worker_id)3:factor(category_id)50 100 0 -0.008 0.575 -1.664 0.034 1.934
factor(worker_id)4:factor(category_id)50 100 0 0.039 0.579 -1.202 0.075 1.392
factor(worker_id)5:factor(category_id)50 100 0 0.024 0.603 -1.540 0.036 1.503

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 0.82
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(category_id)31 1
factor(category_id)32 1
factor(category_id)33 1
factor(category_id)34 1
factor(category_id)35 1
factor(category_id)36 1
factor(category_id)37 1
factor(category_id)38 1
factor(category_id)39 1
factor(category_id)40 1
factor(category_id)41 1
factor(category_id)42 1
factor(category_id)43 1
factor(category_id)44 1
factor(category_id)45 1
factor(category_id)46 1
factor(category_id)47 1
factor(category_id)48 1
factor(category_id)49 1
factor(category_id)50 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0.1
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 0
factor(worker_id)5:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)3:factor(category_id)7 0
factor(worker_id)4:factor(category_id)7 0
factor(worker_id)5:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 0
factor(worker_id)5:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)3:factor(category_id)9 0.05
factor(worker_id)4:factor(category_id)9 0
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0.17
factor(worker_id)3:factor(category_id)10 0.96
factor(worker_id)4:factor(category_id)10 0.08
factor(worker_id)5:factor(category_id)10 0.87
factor(worker_id)2:factor(category_id)11 0.03
factor(worker_id)3:factor(category_id)11 0.43
factor(worker_id)4:factor(category_id)11 0
factor(worker_id)5:factor(category_id)11 0.07
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)3:factor(category_id)12 0
factor(worker_id)4:factor(category_id)12 0
factor(worker_id)5:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 0
factor(worker_id)3:factor(category_id)13 0.01
factor(worker_id)4:factor(category_id)13 0
factor(worker_id)5:factor(category_id)13 0.01
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)3:factor(category_id)14 0.38
factor(worker_id)4:factor(category_id)14 0
factor(worker_id)5:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 0.07
factor(worker_id)3:factor(category_id)15 0.11
factor(worker_id)4:factor(category_id)15 0
factor(worker_id)5:factor(category_id)15 0
factor(worker_id)2:factor(category_id)16 0.01
factor(worker_id)3:factor(category_id)16 0.11
factor(worker_id)4:factor(category_id)16 0
factor(worker_id)5:factor(category_id)16 0
factor(worker_id)2:factor(category_id)17 0
factor(worker_id)3:factor(category_id)17 0.09
factor(worker_id)4:factor(category_id)17 0
factor(worker_id)5:factor(category_id)17 0
factor(worker_id)2:factor(category_id)18 0
factor(worker_id)3:factor(category_id)18 0.02
factor(worker_id)4:factor(category_id)18 0
factor(worker_id)5:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 0
factor(worker_id)3:factor(category_id)19 0.15
factor(worker_id)4:factor(category_id)19 0
factor(worker_id)5:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 0
factor(worker_id)3:factor(category_id)20 0
factor(worker_id)4:factor(category_id)20 0
factor(worker_id)5:factor(category_id)20 0
factor(worker_id)2:factor(category_id)21 0
factor(worker_id)3:factor(category_id)21 0
factor(worker_id)4:factor(category_id)21 0
factor(worker_id)5:factor(category_id)21 0
factor(worker_id)2:factor(category_id)22 0
factor(worker_id)3:factor(category_id)22 0
factor(worker_id)4:factor(category_id)22 0
factor(worker_id)5:factor(category_id)22 0
factor(worker_id)2:factor(category_id)23 0
factor(worker_id)3:factor(category_id)23 0
factor(worker_id)4:factor(category_id)23 0
factor(worker_id)5:factor(category_id)23 0
factor(worker_id)2:factor(category_id)24 0
factor(worker_id)3:factor(category_id)24 0.07
factor(worker_id)4:factor(category_id)24 0
factor(worker_id)5:factor(category_id)24 0
factor(worker_id)2:factor(category_id)25 0
factor(worker_id)3:factor(category_id)25 0.18
factor(worker_id)4:factor(category_id)25 0
factor(worker_id)5:factor(category_id)25 0
factor(worker_id)2:factor(category_id)26 0
factor(worker_id)3:factor(category_id)26 0
factor(worker_id)4:factor(category_id)26 0
factor(worker_id)5:factor(category_id)26 0
factor(worker_id)2:factor(category_id)27 0
factor(worker_id)3:factor(category_id)27 0
factor(worker_id)4:factor(category_id)27 0
factor(worker_id)5:factor(category_id)27 0
factor(worker_id)2:factor(category_id)28 0
factor(worker_id)3:factor(category_id)28 0
factor(worker_id)4:factor(category_id)28 0
factor(worker_id)5:factor(category_id)28 0
factor(worker_id)2:factor(category_id)29 0.73
factor(worker_id)3:factor(category_id)29 0.37
factor(worker_id)4:factor(category_id)29 0
factor(worker_id)5:factor(category_id)29 0.47
factor(worker_id)2:factor(category_id)30 0.04
factor(worker_id)3:factor(category_id)30 0
factor(worker_id)4:factor(category_id)30 0
factor(worker_id)5:factor(category_id)30 0
factor(worker_id)2:factor(category_id)31 0
factor(worker_id)3:factor(category_id)31 0.98
factor(worker_id)4:factor(category_id)31 0
factor(worker_id)5:factor(category_id)31 0
factor(worker_id)2:factor(category_id)32 0
factor(worker_id)3:factor(category_id)32 0
factor(worker_id)4:factor(category_id)32 0
factor(worker_id)5:factor(category_id)32 0
factor(worker_id)2:factor(category_id)33 0
factor(worker_id)3:factor(category_id)33 0
factor(worker_id)4:factor(category_id)33 0
factor(worker_id)5:factor(category_id)33 0
factor(worker_id)2:factor(category_id)34 0.04
factor(worker_id)3:factor(category_id)34 0.1
factor(worker_id)4:factor(category_id)34 0
factor(worker_id)5:factor(category_id)34 0
factor(worker_id)2:factor(category_id)35 0
factor(worker_id)3:factor(category_id)35 0
factor(worker_id)4:factor(category_id)35 0
factor(worker_id)5:factor(category_id)35 0
factor(worker_id)2:factor(category_id)36 0
factor(worker_id)3:factor(category_id)36 0.09
factor(worker_id)4:factor(category_id)36 0
factor(worker_id)5:factor(category_id)36 0
factor(worker_id)2:factor(category_id)37 0
factor(worker_id)3:factor(category_id)37 0
factor(worker_id)4:factor(category_id)37 0
factor(worker_id)5:factor(category_id)37 0
factor(worker_id)2:factor(category_id)38 0.02
factor(worker_id)3:factor(category_id)38 0
factor(worker_id)4:factor(category_id)38 0
factor(worker_id)5:factor(category_id)38 0
factor(worker_id)2:factor(category_id)39 0.09
factor(worker_id)3:factor(category_id)39 1
factor(worker_id)4:factor(category_id)39 0
factor(worker_id)5:factor(category_id)39 0
factor(worker_id)2:factor(category_id)40 0
factor(worker_id)3:factor(category_id)40 0
factor(worker_id)4:factor(category_id)40 0
factor(worker_id)5:factor(category_id)40 0
factor(worker_id)2:factor(category_id)41 0.01
factor(worker_id)3:factor(category_id)41 0.01
factor(worker_id)4:factor(category_id)41 0
factor(worker_id)5:factor(category_id)41 0
factor(worker_id)2:factor(category_id)42 0
factor(worker_id)3:factor(category_id)42 0.01
factor(worker_id)4:factor(category_id)42 0
factor(worker_id)5:factor(category_id)42 0
factor(worker_id)2:factor(category_id)43 0
factor(worker_id)3:factor(category_id)43 0
factor(worker_id)4:factor(category_id)43 0
factor(worker_id)5:factor(category_id)43 0
factor(worker_id)2:factor(category_id)44 0
factor(worker_id)3:factor(category_id)44 0
factor(worker_id)4:factor(category_id)44 0
factor(worker_id)5:factor(category_id)44 0
factor(worker_id)2:factor(category_id)45 0
factor(worker_id)3:factor(category_id)45 0
factor(worker_id)4:factor(category_id)45 0
factor(worker_id)5:factor(category_id)45 0
factor(worker_id)2:factor(category_id)46 0
factor(worker_id)3:factor(category_id)46 0.01
factor(worker_id)4:factor(category_id)46 0
factor(worker_id)5:factor(category_id)46 0
factor(worker_id)2:factor(category_id)47 0
factor(worker_id)3:factor(category_id)47 0
factor(worker_id)4:factor(category_id)47 0
factor(worker_id)5:factor(category_id)47 0
factor(worker_id)2:factor(category_id)48 0
factor(worker_id)3:factor(category_id)48 0
factor(worker_id)4:factor(category_id)48 0
factor(worker_id)5:factor(category_id)48 0
factor(worker_id)2:factor(category_id)49 0
factor(worker_id)3:factor(category_id)49 0
factor(worker_id)4:factor(category_id)49 0
factor(worker_id)5:factor(category_id)49 0
factor(worker_id)2:factor(category_id)50 0.9
factor(worker_id)3:factor(category_id)50 0.04
factor(worker_id)4:factor(category_id)50 0
factor(worker_id)5:factor(category_id)50 0.5

Significant match effect number = 5 out of 196

num_process = 20, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.036 0.241 -0.568 0.039 0.627
factor(worker_id)2 100 0 0.017 0.340 -0.737 0.020 1.017
factor(worker_id)3 100 0 -0.073 0.308 -0.973 -0.065 0.718
factor(worker_id)4 100 0 -0.009 0.319 -0.816 -0.028 0.866
factor(worker_id)5 100 0 -0.028 0.330 -0.753 0.004 0.682
factor(category_id)2 100 0 -0.052 0.327 -0.913 -0.050 0.805
factor(category_id)3 100 0 -0.059 0.305 -0.882 -0.088 0.913
factor(category_id)4 100 0 -0.073 0.326 -0.963 -0.054 0.654
factor(category_id)5 100 0 -0.048 0.360 -0.998 -0.053 0.618
factor(category_id)6 100 0 -0.057 0.318 -0.851 -0.078 0.764
factor(category_id)7 100 0 -0.060 0.311 -0.757 -0.066 0.628
factor(category_id)8 100 0 -0.038 0.327 -0.976 -0.029 0.641
factor(category_id)9 100 0 -0.007 0.358 -0.753 0.005 0.910
factor(category_id)10 100 0 -0.063 0.303 -0.686 -0.053 0.545
factor(category_id)11 100 0 -0.038 0.285 -0.603 -0.035 0.713
factor(category_id)12 100 0 -0.016 0.329 -0.603 -0.059 0.763
factor(category_id)13 100 0 -0.052 0.337 -0.838 -0.065 0.658
factor(category_id)14 100 0 -0.021 0.295 -0.779 -0.009 0.516
factor(category_id)15 100 0 -0.041 0.329 -0.859 -0.009 0.906
factor(category_id)16 100 0 -0.001 0.345 -0.826 0.001 1.004
factor(category_id)17 100 0 -0.054 0.354 -0.924 -0.042 0.961
factor(category_id)18 100 0 -0.075 0.324 -0.897 -0.070 0.586
factor(category_id)19 100 0 0.018 0.346 -0.893 0.044 0.874
factor(category_id)20 100 0 -0.035 0.313 -0.807 -0.052 0.769
factor(category_id)21 100 0 -0.040 0.349 -0.832 -0.102 0.939
factor(category_id)22 100 0 -0.053 0.343 -0.974 -0.059 0.953
factor(category_id)23 100 0 -0.002 0.342 -0.754 -0.012 0.688
factor(category_id)24 100 0 -0.006 0.339 -0.653 -0.017 0.852
factor(category_id)25 100 0 -0.058 0.336 -0.896 -0.077 0.819
factor(category_id)26 100 0 -0.034 0.293 -0.673 -0.033 0.849
factor(category_id)27 100 0 -0.028 0.337 -0.770 -0.042 0.830
factor(category_id)28 100 0 -0.031 0.325 -0.831 -0.013 0.746
factor(category_id)29 100 0 -0.039 0.329 -0.731 -0.094 0.853
factor(category_id)30 100 0 -0.093 0.310 -0.977 -0.079 0.706
factor(category_id)31 100 0 0.000 0.341 -0.888 -0.003 0.975
factor(category_id)32 100 0 -0.031 0.338 -0.897 -0.097 0.875
factor(category_id)33 100 0 -0.062 0.332 -0.849 -0.030 0.716
factor(category_id)34 100 0 -0.019 0.295 -0.715 0.004 0.615
factor(category_id)35 100 0 -0.050 0.284 -0.711 -0.072 0.519
factor(category_id)36 100 0 -0.007 0.324 -0.929 0.022 0.880
factor(category_id)37 100 0 -0.046 0.355 -0.758 -0.078 0.925
factor(category_id)38 100 0 -0.029 0.316 -0.714 -0.003 0.695
factor(category_id)39 100 0 -0.046 0.364 -0.812 -0.041 0.953
factor(category_id)40 100 0 -0.021 0.355 -1.087 -0.029 0.798
factor(category_id)41 100 0 -0.017 0.321 -0.623 -0.032 0.923
factor(category_id)42 100 0 -0.087 0.344 -0.847 -0.046 0.729
factor(category_id)43 100 0 -0.057 0.365 -1.064 -0.054 0.796
factor(category_id)44 100 0 -0.033 0.339 -0.747 -0.055 0.857
factor(category_id)45 100 0 -0.019 0.358 -1.017 -0.070 0.945
factor(category_id)46 100 0 -0.042 0.346 -0.959 -0.036 0.688
factor(category_id)47 100 0 -0.047 0.311 -0.529 -0.087 1.002
factor(category_id)48 100 0 0.002 0.345 -0.932 -0.022 0.816
factor(category_id)49 100 0 -0.047 0.362 -1.059 -0.082 0.751
factor(category_id)50 100 0 -0.031 0.338 -0.793 -0.060 0.755
factor(worker_id)2:factor(category_id)2 100 0 0.021 0.453 -0.996 -0.023 1.270
factor(worker_id)3:factor(category_id)2 100 0 0.098 0.432 -1.113 0.120 1.126
factor(worker_id)4:factor(category_id)2 100 0 0.038 0.431 -1.101 -0.011 1.093
factor(worker_id)5:factor(category_id)2 100 0 0.056 0.406 -0.806 0.019 1.171
factor(worker_id)2:factor(category_id)3 100 0 -0.034 0.458 -1.308 -0.025 0.973
factor(worker_id)3:factor(category_id)3 100 0 0.116 0.452 -1.038 0.098 1.362
factor(worker_id)4:factor(category_id)3 100 0 0.015 0.471 -1.319 0.007 1.542
factor(worker_id)5:factor(category_id)3 100 0 0.015 0.417 -1.100 0.001 1.108
factor(worker_id)2:factor(category_id)4 100 0 0.001 0.449 -1.056 0.006 0.989
factor(worker_id)3:factor(category_id)4 100 0 0.121 0.432 -0.966 0.095 1.302
factor(worker_id)4:factor(category_id)4 100 0 0.070 0.437 -1.005 0.062 1.277
factor(worker_id)5:factor(category_id)4 100 0 0.100 0.465 -0.926 0.120 1.081
factor(worker_id)2:factor(category_id)5 100 0 0.015 0.489 -1.020 0.007 1.623
factor(worker_id)3:factor(category_id)5 100 0 0.091 0.460 -0.912 0.087 1.123
factor(worker_id)4:factor(category_id)5 100 0 0.031 0.440 -0.885 0.025 1.336
factor(worker_id)5:factor(category_id)5 100 0 0.011 0.436 -0.785 0.010 0.987
factor(worker_id)2:factor(category_id)6 100 0 0.006 0.470 -0.983 0.006 1.310
factor(worker_id)3:factor(category_id)6 100 0 0.073 0.461 -0.932 0.084 1.142
factor(worker_id)4:factor(category_id)6 100 0 -0.030 0.439 -1.119 -0.014 0.924
factor(worker_id)5:factor(category_id)6 100 0 0.055 0.479 -1.291 0.045 1.329
factor(worker_id)2:factor(category_id)7 100 0 -0.016 0.468 -1.099 -0.035 1.073
factor(worker_id)3:factor(category_id)7 100 0 0.071 0.405 -0.758 0.049 0.984
factor(worker_id)4:factor(category_id)7 100 0 0.035 0.458 -1.425 0.053 1.261
factor(worker_id)5:factor(category_id)7 100 0 0.042 0.459 -0.985 0.039 1.036
factor(worker_id)2:factor(category_id)8 100 0 -0.019 0.469 -1.011 -0.030 1.227
factor(worker_id)3:factor(category_id)8 100 0 0.065 0.431 -0.895 0.037 1.340
factor(worker_id)4:factor(category_id)8 100 0 -0.019 0.431 -1.246 -0.028 1.277
factor(worker_id)5:factor(category_id)8 100 0 0.068 0.467 -1.072 0.042 1.344
factor(worker_id)2:factor(category_id)9 100 0 -0.030 0.481 -1.155 -0.040 1.100
factor(worker_id)3:factor(category_id)9 100 0 0.028 0.500 -1.028 0.001 1.455
factor(worker_id)4:factor(category_id)9 100 0 -0.002 0.503 -1.340 0.054 1.371
factor(worker_id)5:factor(category_id)9 100 0 -0.046 0.469 -1.322 -0.090 0.992
factor(worker_id)2:factor(category_id)10 100 0 -0.033 0.442 -0.951 -0.077 0.912
factor(worker_id)3:factor(category_id)10 100 0 0.064 0.431 -1.263 0.068 1.216
factor(worker_id)4:factor(category_id)10 100 0 0.056 0.436 -1.051 0.110 1.509
factor(worker_id)5:factor(category_id)10 100 0 0.054 0.450 -0.851 -0.022 1.308
factor(worker_id)2:factor(category_id)11 100 0 0.029 0.443 -1.004 0.062 1.001
factor(worker_id)3:factor(category_id)11 100 0 0.062 0.431 -1.249 0.074 1.195
factor(worker_id)4:factor(category_id)11 100 0 -0.025 0.469 -1.542 0.028 0.908
factor(worker_id)5:factor(category_id)11 100 0 0.006 0.446 -1.368 0.035 1.134
factor(worker_id)2:factor(category_id)12 100 0 -0.035 0.457 -1.419 0.044 0.942
factor(worker_id)3:factor(category_id)12 100 0 0.069 0.457 -0.960 0.056 1.185
factor(worker_id)4:factor(category_id)12 100 0 -0.029 0.465 -1.248 0.006 0.870
factor(worker_id)5:factor(category_id)12 100 0 -0.014 0.512 -1.157 -0.006 1.019
factor(worker_id)2:factor(category_id)13 100 0 0.027 0.490 -1.040 -0.011 1.092
factor(worker_id)3:factor(category_id)13 100 0 0.094 0.466 -0.937 0.119 1.212
factor(worker_id)4:factor(category_id)13 100 0 -0.011 0.426 -0.989 -0.070 0.855
factor(worker_id)5:factor(category_id)13 100 0 0.029 0.461 -0.982 -0.006 1.204
factor(worker_id)2:factor(category_id)14 100 0 -0.039 0.430 -0.882 -0.075 0.964
factor(worker_id)3:factor(category_id)14 100 0 0.072 0.450 -1.014 0.018 1.544
factor(worker_id)4:factor(category_id)14 100 0 -0.007 0.432 -1.295 0.007 0.873
factor(worker_id)5:factor(category_id)14 100 0 0.035 0.426 -1.024 0.027 1.126
factor(worker_id)2:factor(category_id)15 100 0 -0.030 0.455 -1.457 -0.104 0.966
factor(worker_id)3:factor(category_id)15 100 0 0.088 0.415 -0.885 0.074 1.091
factor(worker_id)4:factor(category_id)15 100 0 0.018 0.463 -1.236 -0.002 1.220
factor(worker_id)5:factor(category_id)15 100 0 0.042 0.472 -1.111 0.107 1.241
factor(worker_id)2:factor(category_id)16 100 0 -0.071 0.441 -1.534 -0.052 1.202
factor(worker_id)3:factor(category_id)16 100 0 0.041 0.477 -1.306 0.054 1.225
factor(worker_id)4:factor(category_id)16 100 0 -0.052 0.447 -1.247 -0.044 0.830
factor(worker_id)5:factor(category_id)16 100 0 -0.002 0.486 -1.213 -0.022 1.411
factor(worker_id)2:factor(category_id)17 100 0 -0.011 0.482 -1.203 -0.029 1.350
factor(worker_id)3:factor(category_id)17 100 0 0.103 0.489 -1.029 0.053 1.293
factor(worker_id)4:factor(category_id)17 100 0 0.044 0.480 -1.268 0.008 1.227
factor(worker_id)5:factor(category_id)17 100 0 0.015 0.436 -0.785 -0.009 1.339
factor(worker_id)2:factor(category_id)18 100 0 0.046 0.469 -0.903 0.059 1.623
factor(worker_id)3:factor(category_id)18 100 0 0.083 0.456 -0.834 0.088 1.237
factor(worker_id)4:factor(category_id)18 100 0 0.038 0.422 -1.268 0.026 0.984
factor(worker_id)5:factor(category_id)18 100 0 0.091 0.445 -0.923 0.119 1.123
factor(worker_id)2:factor(category_id)19 100 0 -0.041 0.464 -1.478 0.007 0.950
factor(worker_id)3:factor(category_id)19 100 0 0.044 0.476 -1.036 0.086 1.569
factor(worker_id)4:factor(category_id)19 100 0 -0.036 0.443 -1.280 -0.024 0.775
factor(worker_id)5:factor(category_id)19 100 0 -0.017 0.500 -1.165 -0.044 1.230
factor(worker_id)2:factor(category_id)20 100 0 -0.008 0.433 -0.897 -0.039 1.206
factor(worker_id)3:factor(category_id)20 100 0 0.056 0.401 -0.781 0.061 1.392
factor(worker_id)4:factor(category_id)20 100 0 -0.012 0.439 -1.215 0.057 1.155
factor(worker_id)5:factor(category_id)20 100 0 -0.020 0.448 -1.052 -0.025 1.291
factor(worker_id)2:factor(category_id)21 100 0 -0.054 0.481 -1.291 -0.015 1.002
factor(worker_id)3:factor(category_id)21 100 0 0.078 0.450 -0.987 0.141 1.024
factor(worker_id)4:factor(category_id)21 100 0 -0.003 0.490 -1.035 0.041 1.370
factor(worker_id)5:factor(category_id)21 100 0 0.032 0.481 -1.414 0.012 1.103
factor(worker_id)2:factor(category_id)22 100 0 -0.028 0.446 -1.317 -0.026 0.933
factor(worker_id)3:factor(category_id)22 100 0 0.068 0.401 -1.050 0.082 1.155
factor(worker_id)4:factor(category_id)22 100 0 0.010 0.471 -1.142 0.058 1.153
factor(worker_id)5:factor(category_id)22 100 0 0.041 0.420 -1.267 0.055 1.168
factor(worker_id)2:factor(category_id)23 100 0 -0.056 0.500 -1.284 0.001 1.097
factor(worker_id)3:factor(category_id)23 100 0 0.039 0.477 -1.191 0.014 1.575
factor(worker_id)4:factor(category_id)23 100 0 0.003 0.441 -0.792 -0.086 1.091
factor(worker_id)5:factor(category_id)23 100 0 0.004 0.477 -0.934 -0.013 1.087
factor(worker_id)2:factor(category_id)24 100 0 -0.080 0.501 -1.350 -0.115 1.041
factor(worker_id)3:factor(category_id)24 100 0 0.039 0.421 -1.028 0.014 1.181
factor(worker_id)4:factor(category_id)24 100 0 -0.037 0.453 -1.233 -0.020 1.243
factor(worker_id)5:factor(category_id)24 100 0 0.015 0.465 -1.095 0.067 0.824
factor(worker_id)2:factor(category_id)25 100 0 0.025 0.470 -1.273 0.045 1.142
factor(worker_id)3:factor(category_id)25 100 0 0.095 0.449 -0.994 0.173 1.193
factor(worker_id)4:factor(category_id)25 100 0 0.092 0.487 -1.182 0.043 1.091
factor(worker_id)5:factor(category_id)25 100 0 0.080 0.407 -0.948 0.055 0.879
factor(worker_id)2:factor(category_id)26 100 0 -0.029 0.411 -1.428 -0.052 0.852
factor(worker_id)3:factor(category_id)26 100 0 0.090 0.434 -1.431 0.088 1.044
factor(worker_id)4:factor(category_id)26 100 0 0.004 0.360 -0.895 -0.001 0.823
factor(worker_id)5:factor(category_id)26 100 0 0.039 0.454 -1.727 0.042 1.226
factor(worker_id)2:factor(category_id)27 100 0 -0.070 0.424 -1.021 -0.053 0.892
factor(worker_id)3:factor(category_id)27 100 0 0.084 0.443 -1.193 0.104 0.931
factor(worker_id)4:factor(category_id)27 100 0 -0.029 0.449 -0.923 -0.069 1.307
factor(worker_id)5:factor(category_id)27 100 0 -0.034 0.438 -0.927 -0.042 1.135
factor(worker_id)2:factor(category_id)28 100 0 -0.034 0.503 -1.744 -0.014 1.234
factor(worker_id)3:factor(category_id)28 100 0 0.103 0.407 -0.857 0.094 1.003
factor(worker_id)4:factor(category_id)28 100 0 -0.007 0.415 -0.954 -0.014 1.017
factor(worker_id)5:factor(category_id)28 100 0 -0.004 0.481 -1.142 -0.036 1.130
factor(worker_id)2:factor(category_id)29 100 0 -0.007 0.482 -1.107 0.003 1.302
factor(worker_id)3:factor(category_id)29 100 0 0.112 0.462 -1.074 0.135 1.041
factor(worker_id)4:factor(category_id)29 100 0 0.015 0.463 -1.236 0.080 0.875
factor(worker_id)5:factor(category_id)29 100 0 -0.004 0.430 -1.036 -0.036 0.895
factor(worker_id)2:factor(category_id)30 100 0 0.066 0.433 -0.882 0.061 0.960
factor(worker_id)3:factor(category_id)30 100 0 0.149 0.445 -0.843 0.121 1.542
factor(worker_id)4:factor(category_id)30 100 0 0.051 0.424 -0.890 0.045 0.901
factor(worker_id)5:factor(category_id)30 100 0 0.078 0.443 -1.035 0.062 1.160
factor(worker_id)2:factor(category_id)31 100 0 -0.086 0.446 -1.234 -0.071 1.003
factor(worker_id)3:factor(category_id)31 100 0 0.036 0.490 -1.035 0.093 1.155
factor(worker_id)4:factor(category_id)31 100 0 -0.039 0.457 -1.530 -0.110 1.074
factor(worker_id)5:factor(category_id)31 100 0 -0.018 0.476 -1.078 -0.014 1.328
factor(worker_id)2:factor(category_id)32 100 0 -0.050 0.517 -1.164 -0.041 1.027
factor(worker_id)3:factor(category_id)32 100 0 0.089 0.470 -0.933 0.054 1.346
factor(worker_id)4:factor(category_id)32 100 0 -0.017 0.463 -1.160 -0.030 1.416
factor(worker_id)5:factor(category_id)32 100 0 0.048 0.453 -1.109 0.108 0.841
factor(worker_id)2:factor(category_id)33 100 0 0.018 0.467 -1.260 0.029 1.143
factor(worker_id)3:factor(category_id)33 100 0 0.103 0.414 -0.951 0.111 1.233
factor(worker_id)4:factor(category_id)33 100 0 0.035 0.443 -1.012 0.034 0.916
factor(worker_id)5:factor(category_id)33 100 0 0.003 0.441 -1.092 -0.013 1.130
factor(worker_id)2:factor(category_id)34 100 0 -0.088 0.425 -1.191 -0.070 0.787
factor(worker_id)3:factor(category_id)34 100 0 0.026 0.441 -1.005 -0.021 1.091
factor(worker_id)4:factor(category_id)34 100 0 -0.016 0.415 -1.356 -0.035 1.126
factor(worker_id)5:factor(category_id)34 100 0 0.004 0.396 -0.945 0.029 0.949
factor(worker_id)2:factor(category_id)35 100 0 -0.009 0.434 -0.999 -0.013 1.043
factor(worker_id)3:factor(category_id)35 100 0 0.077 0.405 -0.865 0.040 1.013
factor(worker_id)4:factor(category_id)35 100 0 0.017 0.391 -0.857 -0.003 1.104
factor(worker_id)5:factor(category_id)35 100 0 0.042 0.392 -0.972 0.039 1.258
factor(worker_id)2:factor(category_id)36 100 0 -0.012 0.498 -1.267 0.008 0.922
factor(worker_id)3:factor(category_id)36 100 0 0.073 0.425 -1.368 0.081 1.274
factor(worker_id)4:factor(category_id)36 100 0 -0.033 0.444 -1.123 -0.076 1.109
factor(worker_id)5:factor(category_id)36 100 0 0.033 0.491 -1.137 0.031 1.355
factor(worker_id)2:factor(category_id)37 100 0 -0.070 0.477 -1.264 -0.093 1.035
factor(worker_id)3:factor(category_id)37 100 0 0.059 0.482 -1.451 0.025 1.315
factor(worker_id)4:factor(category_id)37 100 0 0.013 0.466 -1.061 0.011 1.026
factor(worker_id)5:factor(category_id)37 100 0 0.051 0.479 -1.169 0.007 1.086
factor(worker_id)2:factor(category_id)38 100 0 0.006 0.430 -1.154 0.035 1.137
factor(worker_id)3:factor(category_id)38 100 0 0.061 0.429 -1.163 0.109 1.074
factor(worker_id)4:factor(category_id)38 100 0 0.008 0.426 -1.225 0.025 0.977
factor(worker_id)5:factor(category_id)38 100 0 0.017 0.443 -0.935 0.046 1.104
factor(worker_id)2:factor(category_id)39 100 0 0.027 0.474 -1.260 0.071 1.108
factor(worker_id)3:factor(category_id)39 100 0 0.145 0.480 -1.175 0.066 1.809
factor(worker_id)4:factor(category_id)39 100 0 0.009 0.458 -1.054 0.017 1.036
factor(worker_id)5:factor(category_id)39 100 0 0.037 0.461 -1.273 0.051 1.192
factor(worker_id)2:factor(category_id)40 100 0 0.004 0.475 -1.030 0.017 1.247
factor(worker_id)3:factor(category_id)40 100 0 0.066 0.489 -1.035 0.044 1.704
factor(worker_id)4:factor(category_id)40 100 0 -0.013 0.466 -1.265 -0.023 1.176
factor(worker_id)5:factor(category_id)40 100 0 0.031 0.433 -0.896 0.019 0.993
factor(worker_id)2:factor(category_id)41 100 0 -0.048 0.421 -1.306 -0.082 0.867
factor(worker_id)3:factor(category_id)41 100 0 0.033 0.476 -1.209 0.027 1.014
factor(worker_id)4:factor(category_id)41 100 0 -0.014 0.379 -1.125 -0.025 0.855
factor(worker_id)5:factor(category_id)41 100 0 0.014 0.436 -0.982 0.006 0.965
factor(worker_id)2:factor(category_id)42 100 0 0.083 0.425 -0.947 0.050 1.259
factor(worker_id)3:factor(category_id)42 100 0 0.129 0.424 -0.812 0.082 1.352
factor(worker_id)4:factor(category_id)42 100 0 0.012 0.469 -0.993 0.023 0.987
factor(worker_id)5:factor(category_id)42 100 0 0.101 0.427 -1.129 0.083 1.090
factor(worker_id)2:factor(category_id)43 100 0 0.018 0.483 -1.143 0.040 1.539
factor(worker_id)3:factor(category_id)43 100 0 0.115 0.433 -1.073 0.166 1.214
factor(worker_id)4:factor(category_id)43 100 0 0.022 0.459 -1.085 0.037 1.149
factor(worker_id)5:factor(category_id)43 100 0 0.033 0.455 -0.981 0.066 1.406
factor(worker_id)2:factor(category_id)44 100 0 -0.040 0.447 -1.240 0.021 0.921
factor(worker_id)3:factor(category_id)44 100 0 0.056 0.465 -1.010 0.131 0.973
factor(worker_id)4:factor(category_id)44 100 0 0.015 0.406 -1.010 0.056 0.952
factor(worker_id)5:factor(category_id)44 100 0 0.027 0.473 -1.307 0.024 1.323
factor(worker_id)2:factor(category_id)45 100 0 -0.044 0.478 -1.392 -0.027 1.139
factor(worker_id)3:factor(category_id)45 100 0 0.100 0.457 -1.161 0.109 1.190
factor(worker_id)4:factor(category_id)45 100 0 0.013 0.485 -1.272 0.035 1.107
factor(worker_id)5:factor(category_id)45 100 0 0.006 0.476 -1.207 0.022 1.529
factor(worker_id)2:factor(category_id)46 100 0 -0.005 0.474 -1.235 -0.043 1.328
factor(worker_id)3:factor(category_id)46 100 0 0.078 0.451 -0.978 0.080 1.103
factor(worker_id)4:factor(category_id)46 100 0 -0.012 0.436 -1.011 -0.026 1.323
factor(worker_id)5:factor(category_id)46 100 0 -0.006 0.437 -1.066 -0.008 0.962
factor(worker_id)2:factor(category_id)47 100 0 -0.027 0.421 -1.260 -0.030 0.953
factor(worker_id)3:factor(category_id)47 100 0 0.101 0.390 -1.036 0.102 1.076
factor(worker_id)4:factor(category_id)47 100 0 -0.004 0.412 -1.387 0.008 0.965
factor(worker_id)5:factor(category_id)47 100 0 0.073 0.449 -1.030 0.092 1.044
factor(worker_id)2:factor(category_id)48 100 0 -0.057 0.467 -0.999 -0.022 0.948
factor(worker_id)3:factor(category_id)48 100 0 0.025 0.415 -0.900 0.038 1.161
factor(worker_id)4:factor(category_id)48 100 0 -0.012 0.426 -1.072 0.000 1.278
factor(worker_id)5:factor(category_id)48 100 0 -0.001 0.464 -0.985 -0.015 1.383
factor(worker_id)2:factor(category_id)49 100 0 -0.031 0.476 -1.331 -0.049 0.931
factor(worker_id)3:factor(category_id)49 100 0 0.086 0.497 -1.025 0.082 1.381
factor(worker_id)4:factor(category_id)49 100 0 -0.008 0.496 -1.161 -0.011 1.195
factor(worker_id)5:factor(category_id)49 100 0 0.051 0.451 -0.853 0.024 1.261
factor(worker_id)2:factor(category_id)50 100 0 -0.026 0.463 -1.172 0.018 0.922
factor(worker_id)3:factor(category_id)50 100 0 0.042 0.443 -1.155 0.013 1.148
factor(worker_id)4:factor(category_id)50 100 0 0.012 0.424 -0.865 0.002 1.084
factor(worker_id)5:factor(category_id)50 100 0 0.000 0.461 -1.084 0.075 1.255

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.99
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 1
factor(category_id)3 0.99
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(category_id)31 1
factor(category_id)32 1
factor(category_id)33 1
factor(category_id)34 1
factor(category_id)35 1
factor(category_id)36 1
factor(category_id)37 1
factor(category_id)38 1
factor(category_id)39 1
factor(category_id)40 1
factor(category_id)41 1
factor(category_id)42 1
factor(category_id)43 1
factor(category_id)44 1
factor(category_id)45 1
factor(category_id)46 1
factor(category_id)47 1
factor(category_id)48 1
factor(category_id)49 1
factor(category_id)50 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0.13
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0.01
factor(worker_id)5:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0.03
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 0.55
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 0.67
factor(worker_id)5:factor(category_id)6 0.06
factor(worker_id)2:factor(category_id)7 0.17
factor(worker_id)3:factor(category_id)7 0
factor(worker_id)4:factor(category_id)7 0
factor(worker_id)5:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0.02
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 0
factor(worker_id)5:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)3:factor(category_id)9 0
factor(worker_id)4:factor(category_id)9 0
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)3:factor(category_id)10 0
factor(worker_id)4:factor(category_id)10 0.83
factor(worker_id)5:factor(category_id)10 0.01
factor(worker_id)2:factor(category_id)11 0
factor(worker_id)3:factor(category_id)11 0
factor(worker_id)4:factor(category_id)11 0
factor(worker_id)5:factor(category_id)11 0
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)3:factor(category_id)12 0
factor(worker_id)4:factor(category_id)12 0
factor(worker_id)5:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 0.89
factor(worker_id)3:factor(category_id)13 0
factor(worker_id)4:factor(category_id)13 0.66
factor(worker_id)5:factor(category_id)13 1
factor(worker_id)2:factor(category_id)14 0.99
factor(worker_id)3:factor(category_id)14 0
factor(worker_id)4:factor(category_id)14 0.73
factor(worker_id)5:factor(category_id)14 0.11
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)3:factor(category_id)15 0
factor(worker_id)4:factor(category_id)15 0.11
factor(worker_id)5:factor(category_id)15 0.02
factor(worker_id)2:factor(category_id)16 0
factor(worker_id)3:factor(category_id)16 0
factor(worker_id)4:factor(category_id)16 0
factor(worker_id)5:factor(category_id)16 0
factor(worker_id)2:factor(category_id)17 0.73
factor(worker_id)3:factor(category_id)17 0
factor(worker_id)4:factor(category_id)17 0
factor(worker_id)5:factor(category_id)17 0.1
factor(worker_id)2:factor(category_id)18 0.01
factor(worker_id)3:factor(category_id)18 0
factor(worker_id)4:factor(category_id)18 0
factor(worker_id)5:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 0.08
factor(worker_id)3:factor(category_id)19 0
factor(worker_id)4:factor(category_id)19 0.41
factor(worker_id)5:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 0.01
factor(worker_id)3:factor(category_id)20 0
factor(worker_id)4:factor(category_id)20 0
factor(worker_id)5:factor(category_id)20 0.01
factor(worker_id)2:factor(category_id)21 0
factor(worker_id)3:factor(category_id)21 0
factor(worker_id)4:factor(category_id)21 0
factor(worker_id)5:factor(category_id)21 0
factor(worker_id)2:factor(category_id)22 0
factor(worker_id)3:factor(category_id)22 0
factor(worker_id)4:factor(category_id)22 0.12
factor(worker_id)5:factor(category_id)22 0.91
factor(worker_id)2:factor(category_id)23 0
factor(worker_id)3:factor(category_id)23 0
factor(worker_id)4:factor(category_id)23 0
factor(worker_id)5:factor(category_id)23 0
factor(worker_id)2:factor(category_id)24 1
factor(worker_id)3:factor(category_id)24 0.17
factor(worker_id)4:factor(category_id)24 0.99
factor(worker_id)5:factor(category_id)24 0.72
factor(worker_id)2:factor(category_id)25 0
factor(worker_id)3:factor(category_id)25 0
factor(worker_id)4:factor(category_id)25 0
factor(worker_id)5:factor(category_id)25 0
factor(worker_id)2:factor(category_id)26 0
factor(worker_id)3:factor(category_id)26 0
factor(worker_id)4:factor(category_id)26 0.03
factor(worker_id)5:factor(category_id)26 0.49
factor(worker_id)2:factor(category_id)27 0.99
factor(worker_id)3:factor(category_id)27 0
factor(worker_id)4:factor(category_id)27 1
factor(worker_id)5:factor(category_id)27 1
factor(worker_id)2:factor(category_id)28 0
factor(worker_id)3:factor(category_id)28 0
factor(worker_id)4:factor(category_id)28 0
factor(worker_id)5:factor(category_id)28 0
factor(worker_id)2:factor(category_id)29 0.01
factor(worker_id)3:factor(category_id)29 0
factor(worker_id)4:factor(category_id)29 0
factor(worker_id)5:factor(category_id)29 0
factor(worker_id)2:factor(category_id)30 0
factor(worker_id)3:factor(category_id)30 0
factor(worker_id)4:factor(category_id)30 0
factor(worker_id)5:factor(category_id)30 0.01
factor(worker_id)2:factor(category_id)31 0
factor(worker_id)3:factor(category_id)31 0
factor(worker_id)4:factor(category_id)31 0
factor(worker_id)5:factor(category_id)31 0
factor(worker_id)2:factor(category_id)32 0.1
factor(worker_id)3:factor(category_id)32 0
factor(worker_id)4:factor(category_id)32 0
factor(worker_id)5:factor(category_id)32 0
factor(worker_id)2:factor(category_id)33 0.05
factor(worker_id)3:factor(category_id)33 0
factor(worker_id)4:factor(category_id)33 0
factor(worker_id)5:factor(category_id)33 0.11
factor(worker_id)2:factor(category_id)34 0
factor(worker_id)3:factor(category_id)34 0
factor(worker_id)4:factor(category_id)34 0
factor(worker_id)5:factor(category_id)34 0
factor(worker_id)2:factor(category_id)35 0.83
factor(worker_id)3:factor(category_id)35 0
factor(worker_id)4:factor(category_id)35 0
factor(worker_id)5:factor(category_id)35 0.98
factor(worker_id)2:factor(category_id)36 0.58
factor(worker_id)3:factor(category_id)36 0
factor(worker_id)4:factor(category_id)36 0
factor(worker_id)5:factor(category_id)36 0.56
factor(worker_id)2:factor(category_id)37 0
factor(worker_id)3:factor(category_id)37 0
factor(worker_id)4:factor(category_id)37 0
factor(worker_id)5:factor(category_id)37 1
factor(worker_id)2:factor(category_id)38 0.04
factor(worker_id)3:factor(category_id)38 0
factor(worker_id)4:factor(category_id)38 0
factor(worker_id)5:factor(category_id)38 0
factor(worker_id)2:factor(category_id)39 0
factor(worker_id)3:factor(category_id)39 0
factor(worker_id)4:factor(category_id)39 0
factor(worker_id)5:factor(category_id)39 0
factor(worker_id)2:factor(category_id)40 0.01
factor(worker_id)3:factor(category_id)40 0
factor(worker_id)4:factor(category_id)40 0.01
factor(worker_id)5:factor(category_id)40 1
factor(worker_id)2:factor(category_id)41 0
factor(worker_id)3:factor(category_id)41 0
factor(worker_id)4:factor(category_id)41 0
factor(worker_id)5:factor(category_id)41 0.61
factor(worker_id)2:factor(category_id)42 0
factor(worker_id)3:factor(category_id)42 0
factor(worker_id)4:factor(category_id)42 0
factor(worker_id)5:factor(category_id)42 0
factor(worker_id)2:factor(category_id)43 0.16
factor(worker_id)3:factor(category_id)43 0
factor(worker_id)4:factor(category_id)43 0
factor(worker_id)5:factor(category_id)43 0
factor(worker_id)2:factor(category_id)44 0.21
factor(worker_id)3:factor(category_id)44 0
factor(worker_id)4:factor(category_id)44 0.22
factor(worker_id)5:factor(category_id)44 0.74
factor(worker_id)2:factor(category_id)45 0.99
factor(worker_id)3:factor(category_id)45 0
factor(worker_id)4:factor(category_id)45 0.64
factor(worker_id)5:factor(category_id)45 0.03
factor(worker_id)2:factor(category_id)46 0
factor(worker_id)3:factor(category_id)46 0
factor(worker_id)4:factor(category_id)46 0
factor(worker_id)5:factor(category_id)46 0
factor(worker_id)2:factor(category_id)47 0
factor(worker_id)3:factor(category_id)47 0
factor(worker_id)4:factor(category_id)47 0
factor(worker_id)5:factor(category_id)47 1
factor(worker_id)2:factor(category_id)48 0
factor(worker_id)3:factor(category_id)48 0
factor(worker_id)4:factor(category_id)48 0
factor(worker_id)5:factor(category_id)48 0.32
factor(worker_id)2:factor(category_id)49 0.13
factor(worker_id)3:factor(category_id)49 0
factor(worker_id)4:factor(category_id)49 0.05
factor(worker_id)5:factor(category_id)49 1
factor(worker_id)2:factor(category_id)50 0
factor(worker_id)3:factor(category_id)50 0
factor(worker_id)4:factor(category_id)50 0
factor(worker_id)5:factor(category_id)50 0

Significant match effect number = 19 out of 196

num_process = 30, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.041 0.157 -0.317 -0.059 0.414
factor(worker_id)2 100 0 0.054 0.240 -0.561 0.046 0.673
factor(worker_id)3 100 0 0.036 0.224 -0.511 0.056 0.525
factor(worker_id)4 100 0 0.039 0.221 -0.583 0.034 0.559
factor(worker_id)5 100 0 0.032 0.260 -0.755 0.058 0.728
factor(category_id)2 100 0 0.048 0.231 -0.572 0.087 0.520
factor(category_id)3 100 0 0.072 0.203 -0.442 0.050 0.479
factor(category_id)4 100 0 0.031 0.255 -0.651 0.034 0.678
factor(category_id)5 100 0 0.016 0.226 -0.567 0.020 0.481
factor(category_id)6 100 0 0.081 0.251 -0.753 0.114 0.646
factor(category_id)7 100 0 -0.005 0.228 -0.662 -0.004 0.650
factor(category_id)8 100 0 0.029 0.224 -0.489 0.048 0.634
factor(category_id)9 100 0 0.038 0.222 -0.404 0.050 0.573
factor(category_id)10 100 0 0.046 0.229 -0.502 0.053 0.603
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factor(worker_id)4:factor(category_id)48 100 0 -0.006 0.356 -0.817 -0.038 1.270
factor(worker_id)5:factor(category_id)48 100 0 0.000 0.362 -1.109 0.017 1.112
factor(worker_id)2:factor(category_id)49 100 0 -0.060 0.372 -0.944 -0.025 0.680
factor(worker_id)3:factor(category_id)49 100 0 -0.019 0.348 -0.770 -0.039 0.935
factor(worker_id)4:factor(category_id)49 100 0 -0.041 0.360 -0.841 -0.031 0.894
factor(worker_id)5:factor(category_id)49 100 0 -0.032 0.354 -0.896 -0.050 1.011
factor(worker_id)2:factor(category_id)50 100 0 -0.103 0.342 -0.845 -0.171 0.622
factor(worker_id)3:factor(category_id)50 100 0 -0.041 0.335 -0.784 -0.037 0.848
factor(worker_id)4:factor(category_id)50 100 0 -0.083 0.360 -0.887 -0.110 0.894
factor(worker_id)5:factor(category_id)50 100 0 -0.034 0.384 -1.371 0.002 0.804

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.43
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(category_id)31 1
factor(category_id)32 1
factor(category_id)33 1
factor(category_id)34 1
factor(category_id)35 1
factor(category_id)36 1
factor(category_id)37 1
factor(category_id)38 1
factor(category_id)39 1
factor(category_id)40 1
factor(category_id)41 1
factor(category_id)42 1
factor(category_id)43 1
factor(category_id)44 1
factor(category_id)45 1
factor(category_id)46 1
factor(category_id)47 1
factor(category_id)48 1
factor(category_id)49 1
factor(category_id)50 1
factor(worker_id)2:factor(category_id)2 0.56
factor(worker_id)3:factor(category_id)2 0.29
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0.1
factor(worker_id)2:factor(category_id)4 0.13
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0.6
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0.01
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0.22
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 0.86
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 0.01
factor(worker_id)5:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0.02
factor(worker_id)3:factor(category_id)7 0
factor(worker_id)4:factor(category_id)7 0
factor(worker_id)5:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 0
factor(worker_id)5:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)3:factor(category_id)9 0
factor(worker_id)4:factor(category_id)9 1
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 1
factor(worker_id)3:factor(category_id)10 1
factor(worker_id)4:factor(category_id)10 0.95
factor(worker_id)5:factor(category_id)10 1
factor(worker_id)2:factor(category_id)11 1
factor(worker_id)3:factor(category_id)11 0.03
factor(worker_id)4:factor(category_id)11 0.05
factor(worker_id)5:factor(category_id)11 0.24
factor(worker_id)2:factor(category_id)12 0.01
factor(worker_id)3:factor(category_id)12 0
factor(worker_id)4:factor(category_id)12 0
factor(worker_id)5:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 0
factor(worker_id)3:factor(category_id)13 0
factor(worker_id)4:factor(category_id)13 0
factor(worker_id)5:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 1
factor(worker_id)3:factor(category_id)14 0
factor(worker_id)4:factor(category_id)14 0.52
factor(worker_id)5:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 1
factor(worker_id)3:factor(category_id)15 0
factor(worker_id)4:factor(category_id)15 0.97
factor(worker_id)5:factor(category_id)15 0.45
factor(worker_id)2:factor(category_id)16 0.08
factor(worker_id)3:factor(category_id)16 0.95
factor(worker_id)4:factor(category_id)16 1
factor(worker_id)5:factor(category_id)16 0
factor(worker_id)2:factor(category_id)17 1
factor(worker_id)3:factor(category_id)17 0
factor(worker_id)4:factor(category_id)17 0
factor(worker_id)5:factor(category_id)17 0.07
factor(worker_id)2:factor(category_id)18 0.45
factor(worker_id)3:factor(category_id)18 0
factor(worker_id)4:factor(category_id)18 0.01
factor(worker_id)5:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 0
factor(worker_id)3:factor(category_id)19 0
factor(worker_id)4:factor(category_id)19 0
factor(worker_id)5:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 0.22
factor(worker_id)3:factor(category_id)20 0.42
factor(worker_id)4:factor(category_id)20 0
factor(worker_id)5:factor(category_id)20 0.11
factor(worker_id)2:factor(category_id)21 0
factor(worker_id)3:factor(category_id)21 0
factor(worker_id)4:factor(category_id)21 0.1
factor(worker_id)5:factor(category_id)21 0
factor(worker_id)2:factor(category_id)22 0.99
factor(worker_id)3:factor(category_id)22 0
factor(worker_id)4:factor(category_id)22 1
factor(worker_id)5:factor(category_id)22 0
factor(worker_id)2:factor(category_id)23 1
factor(worker_id)3:factor(category_id)23 0
factor(worker_id)4:factor(category_id)23 0.64
factor(worker_id)5:factor(category_id)23 0
factor(worker_id)2:factor(category_id)24 0.37
factor(worker_id)3:factor(category_id)24 0
factor(worker_id)4:factor(category_id)24 0.27
factor(worker_id)5:factor(category_id)24 0.29
factor(worker_id)2:factor(category_id)25 0
factor(worker_id)3:factor(category_id)25 0
factor(worker_id)4:factor(category_id)25 0
factor(worker_id)5:factor(category_id)25 0
factor(worker_id)2:factor(category_id)26 0.81
factor(worker_id)3:factor(category_id)26 0
factor(worker_id)4:factor(category_id)26 0
factor(worker_id)5:factor(category_id)26 0.01
factor(worker_id)2:factor(category_id)27 1
factor(worker_id)3:factor(category_id)27 0.94
factor(worker_id)4:factor(category_id)27 0
factor(worker_id)5:factor(category_id)27 0.01
factor(worker_id)2:factor(category_id)28 0.04
factor(worker_id)3:factor(category_id)28 0
factor(worker_id)4:factor(category_id)28 0
factor(worker_id)5:factor(category_id)28 0
factor(worker_id)2:factor(category_id)29 0.4
factor(worker_id)3:factor(category_id)29 0
factor(worker_id)4:factor(category_id)29 0
factor(worker_id)5:factor(category_id)29 0
factor(worker_id)2:factor(category_id)30 0.33
factor(worker_id)3:factor(category_id)30 0
factor(worker_id)4:factor(category_id)30 1
factor(worker_id)5:factor(category_id)30 0
factor(worker_id)2:factor(category_id)31 0.91
factor(worker_id)3:factor(category_id)31 0
factor(worker_id)4:factor(category_id)31 0
factor(worker_id)5:factor(category_id)31 0
factor(worker_id)2:factor(category_id)32 0.65
factor(worker_id)3:factor(category_id)32 0
factor(worker_id)4:factor(category_id)32 0.01
factor(worker_id)5:factor(category_id)32 0
factor(worker_id)2:factor(category_id)33 0.94
factor(worker_id)3:factor(category_id)33 0
factor(worker_id)4:factor(category_id)33 0.02
factor(worker_id)5:factor(category_id)33 0
factor(worker_id)2:factor(category_id)34 1
factor(worker_id)3:factor(category_id)34 0.45
factor(worker_id)4:factor(category_id)34 0.96
factor(worker_id)5:factor(category_id)34 0.99
factor(worker_id)2:factor(category_id)35 0
factor(worker_id)3:factor(category_id)35 0
factor(worker_id)4:factor(category_id)35 0
factor(worker_id)5:factor(category_id)35 0
factor(worker_id)2:factor(category_id)36 0
factor(worker_id)3:factor(category_id)36 0
factor(worker_id)4:factor(category_id)36 0
factor(worker_id)5:factor(category_id)36 0
factor(worker_id)2:factor(category_id)37 1
factor(worker_id)3:factor(category_id)37 0
factor(worker_id)4:factor(category_id)37 0
factor(worker_id)5:factor(category_id)37 0
factor(worker_id)2:factor(category_id)38 1
factor(worker_id)3:factor(category_id)38 0.19
factor(worker_id)4:factor(category_id)38 0.94
factor(worker_id)5:factor(category_id)38 0.92
factor(worker_id)2:factor(category_id)39 0.73
factor(worker_id)3:factor(category_id)39 0
factor(worker_id)4:factor(category_id)39 0
factor(worker_id)5:factor(category_id)39 0
factor(worker_id)2:factor(category_id)40 0
factor(worker_id)3:factor(category_id)40 0
factor(worker_id)4:factor(category_id)40 0.21
factor(worker_id)5:factor(category_id)40 0
factor(worker_id)2:factor(category_id)41 0
factor(worker_id)3:factor(category_id)41 0.02
factor(worker_id)4:factor(category_id)41 0
factor(worker_id)5:factor(category_id)41 0
factor(worker_id)2:factor(category_id)42 0
factor(worker_id)3:factor(category_id)42 0
factor(worker_id)4:factor(category_id)42 0
factor(worker_id)5:factor(category_id)42 0
factor(worker_id)2:factor(category_id)43 0.82
factor(worker_id)3:factor(category_id)43 0
factor(worker_id)4:factor(category_id)43 0.78
factor(worker_id)5:factor(category_id)43 0.33
factor(worker_id)2:factor(category_id)44 0.09
factor(worker_id)3:factor(category_id)44 0.12
factor(worker_id)4:factor(category_id)44 1
factor(worker_id)5:factor(category_id)44 0.07
factor(worker_id)2:factor(category_id)45 0
factor(worker_id)3:factor(category_id)45 0
factor(worker_id)4:factor(category_id)45 0.17
factor(worker_id)5:factor(category_id)45 0
factor(worker_id)2:factor(category_id)46 0.02
factor(worker_id)3:factor(category_id)46 0
factor(worker_id)4:factor(category_id)46 0
factor(worker_id)5:factor(category_id)46 0.02
factor(worker_id)2:factor(category_id)47 0
factor(worker_id)3:factor(category_id)47 0
factor(worker_id)4:factor(category_id)47 0
factor(worker_id)5:factor(category_id)47 0
factor(worker_id)2:factor(category_id)48 0
factor(worker_id)3:factor(category_id)48 0
factor(worker_id)4:factor(category_id)48 0.15
factor(worker_id)5:factor(category_id)48 0
factor(worker_id)2:factor(category_id)49 0
factor(worker_id)3:factor(category_id)49 0
factor(worker_id)4:factor(category_id)49 0.26
factor(worker_id)5:factor(category_id)49 0
factor(worker_id)2:factor(category_id)50 0.33
factor(worker_id)3:factor(category_id)50 0.66
factor(worker_id)4:factor(category_id)50 0.17
factor(worker_id)5:factor(category_id)50 0

Significant match effect number = 31 out of 196

num_process = 40, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.000 0.122 -0.307 0.009 0.293
factor(worker_id)2 100 0 -0.014 0.210 -0.728 -0.005 0.614
factor(worker_id)3 100 0 0.003 0.214 -0.489 -0.025 0.639
factor(worker_id)4 100 0 -0.015 0.188 -0.477 -0.010 0.442
factor(worker_id)5 100 0 0.010 0.214 -0.593 -0.006 0.613
factor(category_id)2 100 0 -0.015 0.183 -0.414 -0.019 0.456
factor(category_id)3 100 0 -0.013 0.184 -0.502 -0.009 0.546
factor(category_id)4 100 0 -0.020 0.170 -0.351 -0.010 0.491
factor(category_id)5 100 0 -0.004 0.216 -0.699 0.021 0.490
factor(category_id)6 100 0 0.044 0.208 -0.374 0.037 0.645
factor(category_id)7 100 0 -0.023 0.180 -0.470 -0.016 0.428
factor(category_id)8 100 0 0.022 0.178 -0.516 0.026 0.379
factor(category_id)9 100 0 0.001 0.212 -0.682 -0.012 0.550
factor(category_id)10 100 0 -0.014 0.200 -0.454 -0.033 0.633
factor(category_id)11 100 0 0.027 0.202 -0.338 0.042 0.460
factor(category_id)12 100 0 0.030 0.190 -0.467 -0.001 0.568
factor(category_id)13 100 0 0.005 0.197 -0.389 0.018 0.451
factor(category_id)14 100 0 -0.011 0.208 -0.425 -0.037 0.515
factor(category_id)15 100 0 -0.007 0.180 -0.516 -0.009 0.385
factor(category_id)16 100 0 0.028 0.165 -0.376 0.055 0.386
factor(category_id)17 100 0 0.002 0.185 -0.368 -0.018 0.487
factor(category_id)18 100 0 -0.021 0.197 -0.600 -0.016 0.473
factor(category_id)19 100 0 -0.013 0.195 -0.594 -0.019 0.591
factor(category_id)20 100 0 0.026 0.190 -0.527 0.041 0.521
factor(category_id)21 100 0 0.018 0.213 -0.461 0.041 0.662
factor(category_id)22 100 0 0.029 0.198 -0.376 0.045 0.448
factor(category_id)23 100 0 -0.004 0.223 -0.458 -0.019 0.724
factor(category_id)24 100 0 0.001 0.188 -0.449 0.015 0.418
factor(category_id)25 100 0 0.019 0.201 -0.488 0.027 0.523
factor(category_id)26 100 0 -0.002 0.205 -0.526 0.023 0.525
factor(category_id)27 100 0 -0.025 0.218 -0.526 -0.007 0.440
factor(category_id)28 100 0 -0.019 0.184 -0.394 -0.005 0.389
factor(category_id)29 100 0 0.013 0.214 -0.623 0.014 0.586
factor(category_id)30 100 0 -0.002 0.196 -0.431 0.002 0.516
factor(category_id)31 100 0 -0.015 0.191 -0.500 0.002 0.395
factor(category_id)32 100 0 0.004 0.197 -0.451 0.031 0.557
factor(category_id)33 100 0 -0.035 0.197 -0.575 -0.047 0.471
factor(category_id)34 100 0 -0.005 0.197 -0.461 -0.013 0.477
factor(category_id)35 100 0 0.011 0.197 -0.475 0.019 0.390
factor(category_id)36 100 0 -0.001 0.201 -0.380 -0.032 0.599
factor(category_id)37 100 0 0.005 0.191 -0.471 0.029 0.484
factor(category_id)38 100 0 -0.018 0.204 -0.600 -0.015 0.464
factor(category_id)39 100 0 0.026 0.216 -0.480 0.033 0.589
factor(category_id)40 100 0 -0.008 0.189 -0.412 0.001 0.413
factor(category_id)41 100 0 0.024 0.179 -0.452 0.001 0.505
factor(category_id)42 100 0 0.020 0.227 -0.536 0.030 0.554
factor(category_id)43 100 0 0.043 0.204 -0.554 0.050 0.474
factor(category_id)44 100 0 -0.006 0.173 -0.507 0.007 0.299
factor(category_id)45 100 0 0.028 0.200 -0.448 0.027 0.816
factor(category_id)46 100 0 -0.036 0.180 -0.540 -0.045 0.591
factor(category_id)47 100 0 -0.017 0.186 -0.487 -0.018 0.384
factor(category_id)48 100 0 -0.003 0.212 -0.431 -0.013 0.798
factor(category_id)49 100 0 0.014 0.189 -0.496 0.004 0.484
factor(category_id)50 100 0 0.033 0.203 -0.467 0.038 0.504
factor(worker_id)2:factor(category_id)2 100 0 0.014 0.316 -0.914 0.026 0.838
factor(worker_id)3:factor(category_id)2 100 0 0.018 0.312 -0.788 0.008 0.752
factor(worker_id)4:factor(category_id)2 100 0 -0.017 0.308 -0.840 0.004 0.866
factor(worker_id)5:factor(category_id)2 100 0 -0.019 0.313 -0.987 -0.007 0.775
factor(worker_id)2:factor(category_id)3 100 0 -0.005 0.287 -0.964 -0.016 0.723
factor(worker_id)3:factor(category_id)3 100 0 -0.012 0.301 -0.883 -0.016 0.637
factor(worker_id)4:factor(category_id)3 100 0 0.038 0.283 -0.614 0.051 0.806
factor(worker_id)5:factor(category_id)3 100 0 -0.009 0.317 -0.750 -0.009 0.776
factor(worker_id)2:factor(category_id)4 100 0 0.029 0.278 -1.186 0.024 0.688
factor(worker_id)3:factor(category_id)4 100 0 0.021 0.298 -1.110 0.041 0.721
factor(worker_id)4:factor(category_id)4 100 0 0.024 0.277 -0.608 0.015 0.750
factor(worker_id)5:factor(category_id)4 100 0 0.008 0.302 -0.750 0.048 0.695
factor(worker_id)2:factor(category_id)5 100 0 0.017 0.342 -0.696 0.038 0.908
factor(worker_id)3:factor(category_id)5 100 0 -0.006 0.308 -1.101 -0.034 0.890
factor(worker_id)4:factor(category_id)5 100 0 -0.002 0.297 -0.621 0.039 0.776
factor(worker_id)5:factor(category_id)5 100 0 -0.026 0.330 -0.916 -0.018 0.926
factor(worker_id)2:factor(category_id)6 100 0 -0.042 0.322 -0.757 -0.055 1.002
factor(worker_id)3:factor(category_id)6 100 0 -0.036 0.325 -0.714 -0.047 0.786
factor(worker_id)4:factor(category_id)6 100 0 -0.036 0.285 -0.831 -0.009 0.683
factor(worker_id)5:factor(category_id)6 100 0 -0.064 0.296 -0.808 -0.056 0.726
factor(worker_id)2:factor(category_id)7 100 0 0.031 0.307 -0.982 0.017 0.862
factor(worker_id)3:factor(category_id)7 100 0 0.006 0.299 -0.726 -0.012 0.732
factor(worker_id)4:factor(category_id)7 100 0 0.011 0.278 -0.523 0.007 0.774
factor(worker_id)5:factor(category_id)7 100 0 0.019 0.302 -0.727 0.023 0.598
factor(worker_id)2:factor(category_id)8 100 0 -0.007 0.295 -0.688 0.007 0.918
factor(worker_id)3:factor(category_id)8 100 0 -0.027 0.268 -0.664 -0.025 0.589
factor(worker_id)4:factor(category_id)8 100 0 -0.007 0.263 -0.746 -0.029 0.574
factor(worker_id)5:factor(category_id)8 100 0 -0.014 0.274 -0.661 -0.042 0.808
factor(worker_id)2:factor(category_id)9 100 0 0.037 0.305 -1.041 0.040 1.145
factor(worker_id)3:factor(category_id)9 100 0 0.015 0.325 -0.863 0.028 0.731
factor(worker_id)4:factor(category_id)9 100 0 0.016 0.294 -0.643 0.010 0.744
factor(worker_id)5:factor(category_id)9 100 0 -0.006 0.315 -0.781 0.012 0.962
factor(worker_id)2:factor(category_id)10 100 0 0.004 0.304 -0.774 -0.011 0.606
factor(worker_id)3:factor(category_id)10 100 0 -0.001 0.320 -0.803 0.063 0.605
factor(worker_id)4:factor(category_id)10 100 0 0.014 0.275 -0.640 0.035 0.708
factor(worker_id)5:factor(category_id)10 100 0 -0.009 0.287 -0.656 -0.001 0.585
factor(worker_id)2:factor(category_id)11 100 0 0.011 0.307 -0.633 0.008 0.735
factor(worker_id)3:factor(category_id)11 100 0 -0.061 0.324 -0.780 -0.045 0.618
factor(worker_id)4:factor(category_id)11 100 0 -0.036 0.283 -0.839 -0.031 0.557
factor(worker_id)5:factor(category_id)11 100 0 -0.019 0.337 -1.136 0.010 0.804
factor(worker_id)2:factor(category_id)12 100 0 0.019 0.293 -0.785 0.006 0.849
factor(worker_id)3:factor(category_id)12 100 0 -0.033 0.331 -0.838 -0.010 0.713
factor(worker_id)4:factor(category_id)12 100 0 -0.007 0.289 -0.815 -0.021 0.635
factor(worker_id)5:factor(category_id)12 100 0 -0.048 0.305 -0.809 -0.064 0.689
factor(worker_id)2:factor(category_id)13 100 0 0.036 0.280 -0.700 0.033 0.683
factor(worker_id)3:factor(category_id)13 100 0 -0.003 0.322 -0.759 -0.028 0.825
factor(worker_id)4:factor(category_id)13 100 0 0.020 0.291 -0.673 0.031 0.787
factor(worker_id)5:factor(category_id)13 100 0 0.001 0.295 -0.845 0.003 0.848
factor(worker_id)2:factor(category_id)14 100 0 0.017 0.314 -0.783 0.043 0.973
factor(worker_id)3:factor(category_id)14 100 0 0.014 0.279 -0.663 -0.002 0.548
factor(worker_id)4:factor(category_id)14 100 0 0.027 0.311 -0.714 0.089 0.760
factor(worker_id)5:factor(category_id)14 100 0 0.031 0.298 -0.767 0.049 0.886
factor(worker_id)2:factor(category_id)15 100 0 0.020 0.302 -0.954 -0.011 0.971
factor(worker_id)3:factor(category_id)15 100 0 -0.019 0.267 -0.772 0.012 0.532
factor(worker_id)4:factor(category_id)15 100 0 0.022 0.284 -0.741 0.064 0.620
factor(worker_id)5:factor(category_id)15 100 0 -0.009 0.297 -0.778 0.027 0.649
factor(worker_id)2:factor(category_id)16 100 0 -0.018 0.300 -0.933 -0.018 0.594
factor(worker_id)3:factor(category_id)16 100 0 -0.026 0.276 -0.499 -0.055 0.701
factor(worker_id)4:factor(category_id)16 100 0 -0.038 0.246 -0.591 -0.035 0.568
factor(worker_id)5:factor(category_id)16 100 0 -0.037 0.282 -0.705 -0.024 0.690
factor(worker_id)2:factor(category_id)17 100 0 0.048 0.308 -0.789 0.035 0.828
factor(worker_id)3:factor(category_id)17 100 0 -0.020 0.323 -0.892 -0.004 0.987
factor(worker_id)4:factor(category_id)17 100 0 0.030 0.250 -0.628 0.061 0.658
factor(worker_id)5:factor(category_id)17 100 0 -0.041 0.297 -0.935 -0.016 0.700
factor(worker_id)2:factor(category_id)18 100 0 0.035 0.279 -0.648 0.056 0.647
factor(worker_id)3:factor(category_id)18 100 0 -0.004 0.291 -0.784 -0.011 0.779
factor(worker_id)4:factor(category_id)18 100 0 0.043 0.281 -0.578 0.006 0.661
factor(worker_id)5:factor(category_id)18 100 0 0.027 0.291 -0.701 0.020 0.800
factor(worker_id)2:factor(category_id)19 100 0 0.039 0.334 -0.743 0.035 0.836
factor(worker_id)3:factor(category_id)19 100 0 0.010 0.302 -0.721 0.020 0.775
factor(worker_id)4:factor(category_id)19 100 0 0.040 0.273 -0.604 0.027 0.768
factor(worker_id)5:factor(category_id)19 100 0 0.018 0.314 -0.826 -0.007 1.165
factor(worker_id)2:factor(category_id)20 100 0 -0.015 0.302 -0.947 -0.032 1.122
factor(worker_id)3:factor(category_id)20 100 0 -0.057 0.302 -0.897 -0.048 0.933
factor(worker_id)4:factor(category_id)20 100 0 0.003 0.274 -0.550 -0.006 0.686
factor(worker_id)5:factor(category_id)20 100 0 -0.030 0.330 -0.953 -0.068 0.896
factor(worker_id)2:factor(category_id)21 100 0 0.023 0.305 -0.621 0.011 0.969
factor(worker_id)3:factor(category_id)21 100 0 0.001 0.309 -1.122 0.027 0.632
factor(worker_id)4:factor(category_id)21 100 0 -0.021 0.285 -0.691 -0.013 0.619
factor(worker_id)5:factor(category_id)21 100 0 -0.029 0.315 -0.960 -0.009 0.684
factor(worker_id)2:factor(category_id)22 100 0 -0.002 0.311 -0.904 0.018 0.943
factor(worker_id)3:factor(category_id)22 100 0 -0.001 0.286 -0.766 0.044 0.566
factor(worker_id)4:factor(category_id)22 100 0 -0.010 0.275 -0.682 -0.001 0.535
factor(worker_id)5:factor(category_id)22 100 0 -0.049 0.343 -1.049 -0.046 0.824
factor(worker_id)2:factor(category_id)23 100 0 0.031 0.330 -1.292 -0.007 0.854
factor(worker_id)3:factor(category_id)23 100 0 0.010 0.296 -0.968 0.037 0.641
factor(worker_id)4:factor(category_id)23 100 0 0.004 0.331 -0.864 0.023 0.943
factor(worker_id)5:factor(category_id)23 100 0 -0.013 0.320 -0.883 0.029 0.598
factor(worker_id)2:factor(category_id)24 100 0 0.003 0.278 -0.868 0.014 0.715
factor(worker_id)3:factor(category_id)24 100 0 0.002 0.281 -0.666 0.019 0.611
factor(worker_id)4:factor(category_id)24 100 0 0.022 0.281 -0.634 0.041 0.732
factor(worker_id)5:factor(category_id)24 100 0 -0.004 0.300 -0.945 -0.010 0.721
factor(worker_id)2:factor(category_id)25 100 0 -0.010 0.287 -0.687 -0.006 0.715
factor(worker_id)3:factor(category_id)25 100 0 -0.021 0.336 -0.816 -0.030 0.893
factor(worker_id)4:factor(category_id)25 100 0 -0.019 0.320 -0.849 -0.014 0.760
factor(worker_id)5:factor(category_id)25 100 0 -0.056 0.300 -0.806 -0.065 1.080
factor(worker_id)2:factor(category_id)26 100 0 0.037 0.297 -0.592 0.028 0.793
factor(worker_id)3:factor(category_id)26 100 0 -0.017 0.288 -0.619 -0.051 0.660
factor(worker_id)4:factor(category_id)26 100 0 0.048 0.271 -0.536 0.033 0.692
factor(worker_id)5:factor(category_id)26 100 0 -0.031 0.336 -0.805 -0.070 0.770
factor(worker_id)2:factor(category_id)27 100 0 0.053 0.318 -0.838 0.024 0.933
factor(worker_id)3:factor(category_id)27 100 0 0.034 0.321 -0.890 0.043 0.729
factor(worker_id)4:factor(category_id)27 100 0 0.055 0.324 -0.649 0.061 0.881
factor(worker_id)5:factor(category_id)27 100 0 0.042 0.334 -0.789 0.080 0.769
factor(worker_id)2:factor(category_id)28 100 0 0.040 0.337 -0.817 0.024 1.015
factor(worker_id)3:factor(category_id)28 100 0 0.030 0.328 -0.806 0.048 1.085
factor(worker_id)4:factor(category_id)28 100 0 0.033 0.298 -0.890 0.022 0.709
factor(worker_id)5:factor(category_id)28 100 0 0.029 0.308 -0.833 0.054 0.815
factor(worker_id)2:factor(category_id)29 100 0 0.004 0.328 -0.893 -0.026 0.923
factor(worker_id)3:factor(category_id)29 100 0 -0.010 0.308 -0.876 -0.009 0.596
factor(worker_id)4:factor(category_id)29 100 0 0.002 0.285 -0.626 -0.008 0.716
factor(worker_id)5:factor(category_id)29 100 0 -0.053 0.320 -0.793 -0.080 0.754
factor(worker_id)2:factor(category_id)30 100 0 0.016 0.330 -0.865 -0.031 0.801
factor(worker_id)3:factor(category_id)30 100 0 -0.025 0.304 -0.818 -0.013 0.833
factor(worker_id)4:factor(category_id)30 100 0 0.015 0.271 -0.741 0.029 0.612
factor(worker_id)5:factor(category_id)30 100 0 0.002 0.345 -0.792 -0.008 0.699
factor(worker_id)2:factor(category_id)31 100 0 0.017 0.325 -0.780 0.006 0.989
factor(worker_id)3:factor(category_id)31 100 0 0.018 0.325 -0.712 -0.004 0.852
factor(worker_id)4:factor(category_id)31 100 0 0.040 0.305 -0.569 0.055 0.774
factor(worker_id)5:factor(category_id)31 100 0 0.011 0.285 -0.690 0.007 0.800
factor(worker_id)2:factor(category_id)32 100 0 0.009 0.320 -1.105 0.031 0.809
factor(worker_id)3:factor(category_id)32 100 0 -0.014 0.358 -0.949 -0.006 0.908
factor(worker_id)4:factor(category_id)32 100 0 -0.021 0.318 -0.780 -0.029 0.882
factor(worker_id)5:factor(category_id)32 100 0 0.007 0.323 -0.791 -0.003 0.775
factor(worker_id)2:factor(category_id)33 100 0 0.070 0.316 -0.736 0.075 0.798
factor(worker_id)3:factor(category_id)33 100 0 0.031 0.326 -0.690 0.052 1.035
factor(worker_id)4:factor(category_id)33 100 0 0.040 0.272 -0.605 0.041 0.685
factor(worker_id)5:factor(category_id)33 100 0 0.030 0.334 -0.822 0.025 0.745
factor(worker_id)2:factor(category_id)34 100 0 0.023 0.275 -0.697 0.058 0.724
factor(worker_id)3:factor(category_id)34 100 0 -0.010 0.342 -0.775 -0.004 0.723
factor(worker_id)4:factor(category_id)34 100 0 0.007 0.304 -0.753 0.032 0.894
factor(worker_id)5:factor(category_id)34 100 0 -0.027 0.345 -1.175 -0.023 0.909
factor(worker_id)2:factor(category_id)35 100 0 0.010 0.276 -0.712 0.026 0.649
factor(worker_id)3:factor(category_id)35 100 0 -0.004 0.319 -1.044 0.037 0.972
factor(worker_id)4:factor(category_id)35 100 0 0.020 0.325 -0.861 -0.024 0.849
factor(worker_id)5:factor(category_id)35 100 0 -0.028 0.286 -0.675 -0.043 0.622
factor(worker_id)2:factor(category_id)36 100 0 0.010 0.285 -0.762 0.020 0.737
factor(worker_id)3:factor(category_id)36 100 0 -0.009 0.358 -1.012 0.014 1.042
factor(worker_id)4:factor(category_id)36 100 0 0.029 0.306 -0.925 0.041 0.817
factor(worker_id)5:factor(category_id)36 100 0 -0.014 0.297 -0.811 0.021 0.699
factor(worker_id)2:factor(category_id)37 100 0 0.020 0.296 -0.558 -0.024 0.821
factor(worker_id)3:factor(category_id)37 100 0 -0.031 0.270 -0.745 -0.030 0.741
factor(worker_id)4:factor(category_id)37 100 0 -0.003 0.270 -0.964 0.021 0.577
factor(worker_id)5:factor(category_id)37 100 0 -0.003 0.265 -0.884 0.003 0.683
factor(worker_id)2:factor(category_id)38 100 0 0.029 0.337 -0.800 0.055 0.689
factor(worker_id)3:factor(category_id)38 100 0 -0.001 0.285 -0.619 -0.036 0.735
factor(worker_id)4:factor(category_id)38 100 0 0.054 0.282 -0.593 0.049 0.680
factor(worker_id)5:factor(category_id)38 100 0 0.013 0.282 -0.523 0.015 0.611
factor(worker_id)2:factor(category_id)39 100 0 -0.006 0.291 -0.881 -0.009 0.576
factor(worker_id)3:factor(category_id)39 100 0 -0.017 0.347 -1.027 0.004 0.768
factor(worker_id)4:factor(category_id)39 100 0 0.025 0.311 -0.784 0.010 0.698
factor(worker_id)5:factor(category_id)39 100 0 -0.047 0.296 -1.069 -0.032 0.638
factor(worker_id)2:factor(category_id)40 100 0 0.013 0.312 -0.746 0.009 0.959
factor(worker_id)3:factor(category_id)40 100 0 0.013 0.309 -0.950 -0.009 0.820
factor(worker_id)4:factor(category_id)40 100 0 0.026 0.270 -0.643 0.009 0.711
factor(worker_id)5:factor(category_id)40 100 0 0.012 0.307 -0.634 0.027 0.682
factor(worker_id)2:factor(category_id)41 100 0 0.002 0.315 -0.801 -0.009 0.825
factor(worker_id)3:factor(category_id)41 100 0 -0.021 0.303 -0.924 -0.029 0.859
factor(worker_id)4:factor(category_id)41 100 0 -0.035 0.306 -0.766 -0.028 0.584
factor(worker_id)5:factor(category_id)41 100 0 -0.022 0.276 -0.847 -0.038 0.610
factor(worker_id)2:factor(category_id)42 100 0 -0.008 0.310 -1.070 -0.018 0.785
factor(worker_id)3:factor(category_id)42 100 0 -0.007 0.348 -1.031 -0.012 0.820
factor(worker_id)4:factor(category_id)42 100 0 -0.005 0.335 -0.772 -0.033 0.829
factor(worker_id)5:factor(category_id)42 100 0 -0.048 0.309 -0.767 -0.041 0.636
factor(worker_id)2:factor(category_id)43 100 0 -0.020 0.311 -0.739 -0.032 0.954
factor(worker_id)3:factor(category_id)43 100 0 -0.051 0.303 -1.000 -0.059 0.615
factor(worker_id)4:factor(category_id)43 100 0 -0.036 0.300 -0.698 -0.070 0.776
factor(worker_id)5:factor(category_id)43 100 0 -0.050 0.316 -0.766 -0.038 0.905
factor(worker_id)2:factor(category_id)44 100 0 0.043 0.278 -0.622 0.050 0.623
factor(worker_id)3:factor(category_id)44 100 0 0.013 0.310 -0.912 0.007 0.833
factor(worker_id)4:factor(category_id)44 100 0 0.034 0.250 -0.479 0.031 0.580
factor(worker_id)5:factor(category_id)44 100 0 -0.011 0.305 -0.660 -0.053 0.739
factor(worker_id)2:factor(category_id)45 100 0 0.010 0.298 -0.751 -0.022 0.752
factor(worker_id)3:factor(category_id)45 100 0 -0.022 0.309 -0.888 -0.014 0.694
factor(worker_id)4:factor(category_id)45 100 0 -0.019 0.279 -0.747 -0.014 0.670
factor(worker_id)5:factor(category_id)45 100 0 -0.055 0.294 -0.805 -0.061 0.637
factor(worker_id)2:factor(category_id)46 100 0 0.062 0.287 -0.736 0.100 0.633
factor(worker_id)3:factor(category_id)46 100 0 0.038 0.305 -1.143 0.019 0.971
factor(worker_id)4:factor(category_id)46 100 0 0.035 0.276 -0.916 0.094 0.670
factor(worker_id)5:factor(category_id)46 100 0 0.039 0.336 -0.957 0.055 0.829
factor(worker_id)2:factor(category_id)47 100 0 0.013 0.278 -0.548 -0.010 0.738
factor(worker_id)3:factor(category_id)47 100 0 -0.002 0.301 -0.826 0.006 0.709
factor(worker_id)4:factor(category_id)47 100 0 0.051 0.291 -0.830 0.047 0.652
factor(worker_id)5:factor(category_id)47 100 0 0.024 0.276 -0.599 0.028 0.692
factor(worker_id)2:factor(category_id)48 100 0 0.029 0.290 -0.998 0.069 0.919
factor(worker_id)3:factor(category_id)48 100 0 0.024 0.323 -0.868 0.047 0.655
factor(worker_id)4:factor(category_id)48 100 0 0.023 0.311 -0.978 0.050 0.627
factor(worker_id)5:factor(category_id)48 100 0 -0.045 0.316 -1.006 -0.033 0.589
factor(worker_id)2:factor(category_id)49 100 0 -0.011 0.286 -0.630 -0.016 1.124
factor(worker_id)3:factor(category_id)49 100 0 -0.020 0.326 -0.826 0.006 0.772
factor(worker_id)4:factor(category_id)49 100 0 -0.002 0.272 -0.644 -0.015 0.741
factor(worker_id)5:factor(category_id)49 100 0 -0.054 0.323 -0.817 -0.048 1.039
factor(worker_id)2:factor(category_id)50 100 0 -0.016 0.325 -0.792 0.034 1.056
factor(worker_id)3:factor(category_id)50 100 0 -0.024 0.312 -0.841 -0.014 0.680
factor(worker_id)4:factor(category_id)50 100 0 -0.004 0.314 -0.784 0.017 0.643
factor(worker_id)5:factor(category_id)50 100 0 -0.059 0.299 -0.955 -0.051 0.870

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.87
factor(worker_id)3 0.75
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(category_id)31 1
factor(category_id)32 1
factor(category_id)33 1
factor(category_id)34 1
factor(category_id)35 1
factor(category_id)36 1
factor(category_id)37 1
factor(category_id)38 1
factor(category_id)39 1
factor(category_id)40 1
factor(category_id)41 1
factor(category_id)42 1
factor(category_id)43 1
factor(category_id)44 1
factor(category_id)45 1
factor(category_id)46 1
factor(category_id)47 1
factor(category_id)48 1
factor(category_id)49 1
factor(category_id)50 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0.57
factor(worker_id)4:factor(category_id)2 0.05
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)3:factor(category_id)3 1
factor(worker_id)4:factor(category_id)3 0.69
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0.99
factor(worker_id)3:factor(category_id)4 1
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)3:factor(category_id)5 0.48
factor(worker_id)4:factor(category_id)5 1
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 1
factor(worker_id)3:factor(category_id)6 0.91
factor(worker_id)4:factor(category_id)6 0.01
factor(worker_id)5:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0.32
factor(worker_id)3:factor(category_id)7 0.92
factor(worker_id)4:factor(category_id)7 0.63
factor(worker_id)5:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0.05
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 0
factor(worker_id)5:factor(category_id)8 0.99
factor(worker_id)2:factor(category_id)9 0.01
factor(worker_id)3:factor(category_id)9 0
factor(worker_id)4:factor(category_id)9 0
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0.01
factor(worker_id)3:factor(category_id)10 1
factor(worker_id)4:factor(category_id)10 0.34
factor(worker_id)5:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0
factor(worker_id)3:factor(category_id)11 1
factor(worker_id)4:factor(category_id)11 0
factor(worker_id)5:factor(category_id)11 0
factor(worker_id)2:factor(category_id)12 0.03
factor(worker_id)3:factor(category_id)12 0.78
factor(worker_id)4:factor(category_id)12 0
factor(worker_id)5:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 0
factor(worker_id)3:factor(category_id)13 0.97
factor(worker_id)4:factor(category_id)13 0
factor(worker_id)5:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 1
factor(worker_id)3:factor(category_id)14 1
factor(worker_id)4:factor(category_id)14 1
factor(worker_id)5:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 1
factor(worker_id)3:factor(category_id)15 1
factor(worker_id)4:factor(category_id)15 1
factor(worker_id)5:factor(category_id)15 1
factor(worker_id)2:factor(category_id)16 0
factor(worker_id)3:factor(category_id)16 1
factor(worker_id)4:factor(category_id)16 0
factor(worker_id)5:factor(category_id)16 0
factor(worker_id)2:factor(category_id)17 0
factor(worker_id)3:factor(category_id)17 0
factor(worker_id)4:factor(category_id)17 0
factor(worker_id)5:factor(category_id)17 0
factor(worker_id)2:factor(category_id)18 0.02
factor(worker_id)3:factor(category_id)18 0.98
factor(worker_id)4:factor(category_id)18 0.51
factor(worker_id)5:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 0.5
factor(worker_id)3:factor(category_id)19 1
factor(worker_id)4:factor(category_id)19 1
factor(worker_id)5:factor(category_id)19 1
factor(worker_id)2:factor(category_id)20 1
factor(worker_id)3:factor(category_id)20 1
factor(worker_id)4:factor(category_id)20 0.77
factor(worker_id)5:factor(category_id)20 0
factor(worker_id)2:factor(category_id)21 1
factor(worker_id)3:factor(category_id)21 1
factor(worker_id)4:factor(category_id)21 0
factor(worker_id)5:factor(category_id)21 0.01
factor(worker_id)2:factor(category_id)22 0.08
factor(worker_id)3:factor(category_id)22 0.72
factor(worker_id)4:factor(category_id)22 1
factor(worker_id)5:factor(category_id)22 0
factor(worker_id)2:factor(category_id)23 0
factor(worker_id)3:factor(category_id)23 0
factor(worker_id)4:factor(category_id)23 0
factor(worker_id)5:factor(category_id)23 0
factor(worker_id)2:factor(category_id)24 0.76
factor(worker_id)3:factor(category_id)24 1
factor(worker_id)4:factor(category_id)24 1
factor(worker_id)5:factor(category_id)24 0.08
factor(worker_id)2:factor(category_id)25 0.03
factor(worker_id)3:factor(category_id)25 0.02
factor(worker_id)4:factor(category_id)25 0.65
factor(worker_id)5:factor(category_id)25 0
factor(worker_id)2:factor(category_id)26 1
factor(worker_id)3:factor(category_id)26 1
factor(worker_id)4:factor(category_id)26 1
factor(worker_id)5:factor(category_id)26 0.27
factor(worker_id)2:factor(category_id)27 0.04
factor(worker_id)3:factor(category_id)27 0.03
factor(worker_id)4:factor(category_id)27 0
factor(worker_id)5:factor(category_id)27 0
factor(worker_id)2:factor(category_id)28 0
factor(worker_id)3:factor(category_id)28 0.51
factor(worker_id)4:factor(category_id)28 0.02
factor(worker_id)5:factor(category_id)28 0
factor(worker_id)2:factor(category_id)29 1
factor(worker_id)3:factor(category_id)29 0.88
factor(worker_id)4:factor(category_id)29 0
factor(worker_id)5:factor(category_id)29 0.05
factor(worker_id)2:factor(category_id)30 0.32
factor(worker_id)3:factor(category_id)30 1
factor(worker_id)4:factor(category_id)30 0.73
factor(worker_id)5:factor(category_id)30 0.31
factor(worker_id)2:factor(category_id)31 0.82
factor(worker_id)3:factor(category_id)31 1
factor(worker_id)4:factor(category_id)31 1
factor(worker_id)5:factor(category_id)31 0
factor(worker_id)2:factor(category_id)32 0.02
factor(worker_id)3:factor(category_id)32 0.06
factor(worker_id)4:factor(category_id)32 0.63
factor(worker_id)5:factor(category_id)32 0
factor(worker_id)2:factor(category_id)33 0.45
factor(worker_id)3:factor(category_id)33 0.86
factor(worker_id)4:factor(category_id)33 0
factor(worker_id)5:factor(category_id)33 0
factor(worker_id)2:factor(category_id)34 1
factor(worker_id)3:factor(category_id)34 1
factor(worker_id)4:factor(category_id)34 1
factor(worker_id)5:factor(category_id)34 0.01
factor(worker_id)2:factor(category_id)35 0
factor(worker_id)3:factor(category_id)35 0
factor(worker_id)4:factor(category_id)35 0
factor(worker_id)5:factor(category_id)35 0
factor(worker_id)2:factor(category_id)36 1
factor(worker_id)3:factor(category_id)36 1
factor(worker_id)4:factor(category_id)36 0.51
factor(worker_id)5:factor(category_id)36 0
factor(worker_id)2:factor(category_id)37 0.96
factor(worker_id)3:factor(category_id)37 0.99
factor(worker_id)4:factor(category_id)37 0.77
factor(worker_id)5:factor(category_id)37 0
factor(worker_id)2:factor(category_id)38 0.72
factor(worker_id)3:factor(category_id)38 1
factor(worker_id)4:factor(category_id)38 0.97
factor(worker_id)5:factor(category_id)38 0
factor(worker_id)2:factor(category_id)39 0
factor(worker_id)3:factor(category_id)39 0.59
factor(worker_id)4:factor(category_id)39 1
factor(worker_id)5:factor(category_id)39 0
factor(worker_id)2:factor(category_id)40 0
factor(worker_id)3:factor(category_id)40 0.25
factor(worker_id)4:factor(category_id)40 0.37
factor(worker_id)5:factor(category_id)40 0
factor(worker_id)2:factor(category_id)41 0.09
factor(worker_id)3:factor(category_id)41 1
factor(worker_id)4:factor(category_id)41 0
factor(worker_id)5:factor(category_id)41 0
factor(worker_id)2:factor(category_id)42 0
factor(worker_id)3:factor(category_id)42 0.42
factor(worker_id)4:factor(category_id)42 0.21
factor(worker_id)5:factor(category_id)42 0
factor(worker_id)2:factor(category_id)43 0
factor(worker_id)3:factor(category_id)43 1
factor(worker_id)4:factor(category_id)43 0.34
factor(worker_id)5:factor(category_id)43 0
factor(worker_id)2:factor(category_id)44 0.97
factor(worker_id)3:factor(category_id)44 1
factor(worker_id)4:factor(category_id)44 0.06
factor(worker_id)5:factor(category_id)44 0.24
factor(worker_id)2:factor(category_id)45 0.01
factor(worker_id)3:factor(category_id)45 0.72
factor(worker_id)4:factor(category_id)45 0
factor(worker_id)5:factor(category_id)45 0
factor(worker_id)2:factor(category_id)46 0.11
factor(worker_id)3:factor(category_id)46 0.01
factor(worker_id)4:factor(category_id)46 0
factor(worker_id)5:factor(category_id)46 0.09
factor(worker_id)2:factor(category_id)47 0
factor(worker_id)3:factor(category_id)47 1
factor(worker_id)4:factor(category_id)47 1
factor(worker_id)5:factor(category_id)47 0
factor(worker_id)2:factor(category_id)48 0.03
factor(worker_id)3:factor(category_id)48 0.04
factor(worker_id)4:factor(category_id)48 0.82
factor(worker_id)5:factor(category_id)48 0
factor(worker_id)2:factor(category_id)49 0.22
factor(worker_id)3:factor(category_id)49 1
factor(worker_id)4:factor(category_id)49 0
factor(worker_id)5:factor(category_id)49 0
factor(worker_id)2:factor(category_id)50 0
factor(worker_id)3:factor(category_id)50 0
factor(worker_id)4:factor(category_id)50 0
factor(worker_id)5:factor(category_id)50 0

Significant match effect number = 60 out of 196

num_process = 50, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.000 0.142 -0.435 0.010 0.400
factor(worker_id)2 100 0 0.015 0.221 -0.544 -0.008 0.636
factor(worker_id)3 100 0 -0.001 0.212 -0.503 -0.005 0.580
factor(worker_id)4 100 0 0.028 0.212 -0.418 0.009 0.644
factor(worker_id)5 100 0 0.026 0.208 -0.435 0.023 0.587
factor(category_id)2 100 0 -0.015 0.200 -0.643 -0.007 0.452
factor(category_id)3 100 0 0.023 0.194 -0.493 0.013 0.660
factor(category_id)4 100 0 0.005 0.218 -0.459 -0.009 0.556
factor(category_id)5 100 0 0.000 0.212 -0.524 -0.025 0.529
factor(category_id)6 100 0 -0.005 0.178 -0.557 0.000 0.525
factor(category_id)7 100 0 -0.001 0.194 -0.491 0.008 0.428
factor(category_id)8 100 0 0.010 0.185 -0.347 -0.006 0.661
factor(category_id)9 100 0 0.007 0.181 -0.386 -0.008 0.412
factor(category_id)10 100 0 0.002 0.192 -0.632 0.010 0.525
factor(category_id)11 100 0 -0.005 0.199 -0.588 -0.005 0.627
factor(category_id)12 100 0 -0.014 0.209 -0.454 -0.020 0.545
factor(category_id)13 100 0 0.029 0.206 -0.430 0.033 0.523
factor(category_id)14 100 0 -0.006 0.198 -0.479 -0.005 0.404
factor(category_id)15 100 0 -0.019 0.181 -0.419 -0.030 0.409
factor(category_id)16 100 0 -0.006 0.220 -0.590 -0.009 0.649
factor(category_id)17 100 0 0.007 0.196 -0.410 -0.012 0.512
factor(category_id)18 100 0 -0.006 0.188 -0.486 -0.016 0.468
factor(category_id)19 100 0 0.007 0.205 -0.533 0.000 0.496
factor(category_id)20 100 0 -0.003 0.199 -0.577 0.004 0.618
factor(category_id)21 100 0 0.002 0.197 -0.499 0.017 0.422
factor(category_id)22 100 0 -0.009 0.190 -0.668 -0.002 0.599
factor(category_id)23 100 0 -0.016 0.221 -0.524 -0.031 0.641
factor(category_id)24 100 0 0.003 0.197 -0.534 0.021 0.514
factor(category_id)25 100 0 0.011 0.200 -0.541 0.020 0.563
factor(category_id)26 100 0 0.008 0.207 -0.442 0.010 0.504
factor(category_id)27 100 0 -0.017 0.220 -0.533 -0.019 0.504
factor(category_id)28 100 0 -0.007 0.199 -0.599 -0.008 0.698
factor(category_id)29 100 0 -0.005 0.207 -0.501 -0.031 0.573
factor(category_id)30 100 0 0.011 0.197 -0.418 -0.036 0.496
factor(category_id)31 100 0 0.002 0.192 -0.426 -0.001 0.566
factor(category_id)32 100 0 -0.007 0.197 -0.487 0.020 0.536
factor(category_id)33 100 0 -0.006 0.209 -0.404 -0.006 0.616
factor(category_id)34 100 0 -0.023 0.186 -0.527 -0.023 0.523
factor(category_id)35 100 0 -0.008 0.212 -0.524 -0.015 0.609
factor(category_id)36 100 0 0.014 0.187 -0.456 0.015 0.491
factor(category_id)37 100 0 0.001 0.212 -0.613 0.015 0.524
factor(category_id)38 100 0 0.000 0.206 -0.529 -0.019 0.580
factor(category_id)39 100 0 0.017 0.189 -0.533 0.028 0.557
factor(category_id)40 100 0 0.008 0.198 -0.366 0.002 0.490
factor(category_id)41 100 0 0.018 0.181 -0.390 0.026 0.401
factor(category_id)42 100 0 -0.013 0.190 -0.518 -0.018 0.411
factor(category_id)43 100 0 -0.006 0.209 -0.550 -0.007 0.551
factor(category_id)44 100 0 0.036 0.205 -0.568 0.054 0.694
factor(category_id)45 100 0 -0.012 0.216 -0.466 -0.042 0.565
factor(category_id)46 100 0 -0.012 0.206 -0.643 0.009 0.478
factor(category_id)47 100 0 -0.009 0.192 -0.402 -0.031 0.479
factor(category_id)48 100 0 0.013 0.189 -0.412 0.027 0.460
factor(category_id)49 100 0 -0.004 0.223 -0.586 -0.018 0.512
factor(category_id)50 100 0 -0.011 0.211 -0.443 -0.016 0.515
factor(worker_id)2:factor(category_id)2 100 0 0.005 0.300 -0.672 -0.013 0.815
factor(worker_id)3:factor(category_id)2 100 0 0.021 0.284 -0.746 0.035 0.783
factor(worker_id)4:factor(category_id)2 100 0 0.007 0.279 -0.716 -0.017 0.751
factor(worker_id)5:factor(category_id)2 100 0 -0.029 0.284 -0.543 -0.014 0.780
factor(worker_id)2:factor(category_id)3 100 0 -0.049 0.305 -0.912 -0.037 0.553
factor(worker_id)3:factor(category_id)3 100 0 -0.047 0.264 -0.632 -0.049 0.977
factor(worker_id)4:factor(category_id)3 100 0 -0.067 0.279 -1.094 -0.036 0.617
factor(worker_id)5:factor(category_id)3 100 0 -0.070 0.295 -0.700 -0.066 0.530
factor(worker_id)2:factor(category_id)4 100 0 0.004 0.290 -1.039 0.014 0.658
factor(worker_id)3:factor(category_id)4 100 0 -0.019 0.311 -0.991 0.011 0.630
factor(worker_id)4:factor(category_id)4 100 0 -0.027 0.287 -0.721 -0.030 0.621
factor(worker_id)5:factor(category_id)4 100 0 -0.042 0.274 -0.634 -0.060 0.568
factor(worker_id)2:factor(category_id)5 100 0 -0.013 0.304 -0.840 -0.043 0.697
factor(worker_id)3:factor(category_id)5 100 0 0.012 0.275 -0.564 0.014 0.746
factor(worker_id)4:factor(category_id)5 100 0 -0.038 0.304 -0.844 -0.042 0.496
factor(worker_id)5:factor(category_id)5 100 0 -0.018 0.276 -0.790 -0.003 0.697
factor(worker_id)2:factor(category_id)6 100 0 0.011 0.296 -0.830 0.011 0.681
factor(worker_id)3:factor(category_id)6 100 0 0.023 0.275 -0.586 0.009 0.655
factor(worker_id)4:factor(category_id)6 100 0 -0.018 0.255 -0.676 0.005 0.482
factor(worker_id)5:factor(category_id)6 100 0 -0.021 0.277 -0.722 -0.037 0.670
factor(worker_id)2:factor(category_id)7 100 0 -0.027 0.288 -0.763 0.006 0.819
factor(worker_id)3:factor(category_id)7 100 0 0.005 0.294 -0.631 -0.005 0.766
factor(worker_id)4:factor(category_id)7 100 0 -0.038 0.258 -0.670 -0.063 0.573
factor(worker_id)5:factor(category_id)7 100 0 -0.035 0.299 -0.839 -0.021 0.672
factor(worker_id)2:factor(category_id)8 100 0 -0.036 0.294 -0.868 0.026 0.564
factor(worker_id)3:factor(category_id)8 100 0 -0.007 0.289 -0.696 0.015 0.659
factor(worker_id)4:factor(category_id)8 100 0 -0.030 0.308 -1.343 0.016 0.626
factor(worker_id)5:factor(category_id)8 100 0 -0.055 0.284 -0.801 -0.037 0.480
factor(worker_id)2:factor(category_id)9 100 0 -0.029 0.275 -0.702 -0.012 0.610
factor(worker_id)3:factor(category_id)9 100 0 -0.004 0.275 -0.611 0.010 0.577
factor(worker_id)4:factor(category_id)9 100 0 -0.034 0.282 -0.768 -0.042 0.610
factor(worker_id)5:factor(category_id)9 100 0 -0.024 0.273 -0.726 -0.007 0.556
factor(worker_id)2:factor(category_id)10 100 0 0.000 0.293 -0.741 -0.010 0.647
factor(worker_id)3:factor(category_id)10 100 0 0.024 0.302 -0.760 0.012 0.683
factor(worker_id)4:factor(category_id)10 100 0 -0.031 0.268 -0.666 -0.030 0.617
factor(worker_id)5:factor(category_id)10 100 0 -0.050 0.263 -0.643 -0.088 0.597
factor(worker_id)2:factor(category_id)11 100 0 -0.007 0.293 -0.653 -0.001 0.734
factor(worker_id)3:factor(category_id)11 100 0 0.006 0.289 -0.838 -0.012 0.655
factor(worker_id)4:factor(category_id)11 100 0 -0.026 0.291 -0.800 -0.017 0.612
factor(worker_id)5:factor(category_id)11 100 0 -0.039 0.296 -0.820 -0.027 0.893
factor(worker_id)2:factor(category_id)12 100 0 0.006 0.330 -0.740 0.055 0.740
factor(worker_id)3:factor(category_id)12 100 0 0.027 0.302 -0.669 0.004 0.654
factor(worker_id)4:factor(category_id)12 100 0 -0.020 0.316 -0.656 -0.037 0.732
factor(worker_id)5:factor(category_id)12 100 0 -0.027 0.298 -0.715 -0.015 0.567
factor(worker_id)2:factor(category_id)13 100 0 -0.050 0.293 -0.892 -0.088 0.671
factor(worker_id)3:factor(category_id)13 100 0 -0.040 0.279 -0.827 -0.026 0.572
factor(worker_id)4:factor(category_id)13 100 0 -0.055 0.321 -0.668 -0.076 0.682
factor(worker_id)5:factor(category_id)13 100 0 -0.072 0.300 -0.956 -0.053 0.650
factor(worker_id)2:factor(category_id)14 100 0 -0.037 0.302 -0.742 -0.020 0.905
factor(worker_id)3:factor(category_id)14 100 0 0.000 0.267 -0.613 -0.005 0.610
factor(worker_id)4:factor(category_id)14 100 0 -0.016 0.284 -0.602 -0.013 0.610
factor(worker_id)5:factor(category_id)14 100 0 -0.014 0.308 -0.788 0.007 0.648
factor(worker_id)2:factor(category_id)15 100 0 0.020 0.295 -0.848 0.063 0.514
factor(worker_id)3:factor(category_id)15 100 0 0.025 0.276 -0.765 0.019 0.580
factor(worker_id)4:factor(category_id)15 100 0 -0.006 0.285 -0.832 -0.014 0.669
factor(worker_id)5:factor(category_id)15 100 0 0.016 0.293 -0.627 0.043 0.723
factor(worker_id)2:factor(category_id)16 100 0 -0.013 0.330 -0.905 0.015 0.631
factor(worker_id)3:factor(category_id)16 100 0 0.000 0.301 -0.960 0.024 0.611
factor(worker_id)4:factor(category_id)16 100 0 -0.006 0.301 -0.915 -0.002 0.769
factor(worker_id)5:factor(category_id)16 100 0 -0.015 0.304 -0.906 0.021 0.645
factor(worker_id)2:factor(category_id)17 100 0 -0.028 0.292 -0.836 0.009 0.710
factor(worker_id)3:factor(category_id)17 100 0 0.001 0.281 -0.824 0.010 0.578
factor(worker_id)4:factor(category_id)17 100 0 -0.031 0.317 -0.708 -0.045 0.753
factor(worker_id)5:factor(category_id)17 100 0 -0.014 0.297 -0.696 0.024 0.829
factor(worker_id)2:factor(category_id)18 100 0 -0.008 0.292 -0.697 -0.033 0.686
factor(worker_id)3:factor(category_id)18 100 0 0.004 0.290 -0.659 0.021 0.907
factor(worker_id)4:factor(category_id)18 100 0 -0.006 0.314 -0.750 0.008 0.809
factor(worker_id)5:factor(category_id)18 100 0 -0.022 0.268 -0.614 -0.035 0.639
factor(worker_id)2:factor(category_id)19 100 0 -0.021 0.306 -0.655 0.009 0.640
factor(worker_id)3:factor(category_id)19 100 0 -0.006 0.294 -0.688 0.007 0.684
factor(worker_id)4:factor(category_id)19 100 0 -0.026 0.281 -0.959 0.008 0.665
factor(worker_id)5:factor(category_id)19 100 0 -0.023 0.302 -0.643 -0.051 0.703
factor(worker_id)2:factor(category_id)20 100 0 0.007 0.308 -0.703 0.025 0.752
factor(worker_id)3:factor(category_id)20 100 0 0.010 0.287 -0.746 0.008 0.896
factor(worker_id)4:factor(category_id)20 100 0 -0.017 0.280 -0.838 -0.003 0.568
factor(worker_id)5:factor(category_id)20 100 0 -0.017 0.294 -0.721 0.004 0.827
factor(worker_id)2:factor(category_id)21 100 0 -0.002 0.300 -0.644 -0.022 0.772
factor(worker_id)3:factor(category_id)21 100 0 -0.008 0.305 -0.768 -0.003 0.639
factor(worker_id)4:factor(category_id)21 100 0 -0.037 0.275 -0.627 -0.057 0.671
factor(worker_id)5:factor(category_id)21 100 0 -0.035 0.320 -0.763 -0.026 0.721
factor(worker_id)2:factor(category_id)22 100 0 -0.013 0.285 -1.014 0.006 0.506
factor(worker_id)3:factor(category_id)22 100 0 0.016 0.286 -0.743 -0.014 0.673
factor(worker_id)4:factor(category_id)22 100 0 -0.056 0.269 -0.701 -0.088 0.582
factor(worker_id)5:factor(category_id)22 100 0 0.014 0.302 -0.653 0.049 0.913
factor(worker_id)2:factor(category_id)23 100 0 -0.001 0.328 -0.871 0.005 0.730
factor(worker_id)3:factor(category_id)23 100 0 0.020 0.321 -0.787 0.073 0.704
factor(worker_id)4:factor(category_id)23 100 0 -0.021 0.311 -0.753 0.023 0.817
factor(worker_id)5:factor(category_id)23 100 0 0.000 0.305 -0.761 0.026 0.624
factor(worker_id)2:factor(category_id)24 100 0 0.005 0.284 -0.742 0.056 0.661
factor(worker_id)3:factor(category_id)24 100 0 0.023 0.282 -0.711 0.011 0.780
factor(worker_id)4:factor(category_id)24 100 0 -0.050 0.290 -0.903 -0.074 0.677
factor(worker_id)5:factor(category_id)24 100 0 -0.030 0.292 -0.760 -0.053 0.721
factor(worker_id)2:factor(category_id)25 100 0 -0.031 0.258 -0.815 -0.003 0.706
factor(worker_id)3:factor(category_id)25 100 0 0.001 0.298 -0.846 0.015 0.930
factor(worker_id)4:factor(category_id)25 100 0 -0.052 0.299 -0.641 -0.024 0.752
factor(worker_id)5:factor(category_id)25 100 0 -0.029 0.276 -0.689 -0.017 0.698
factor(worker_id)2:factor(category_id)26 100 0 -0.049 0.314 -0.942 -0.090 0.608
factor(worker_id)3:factor(category_id)26 100 0 -0.018 0.295 -0.632 -0.052 0.801
factor(worker_id)4:factor(category_id)26 100 0 -0.029 0.289 -0.727 -0.032 0.581
factor(worker_id)5:factor(category_id)26 100 0 -0.047 0.303 -0.693 -0.010 0.712
factor(worker_id)2:factor(category_id)27 100 0 0.021 0.314 -0.984 0.025 0.786
factor(worker_id)3:factor(category_id)27 100 0 0.014 0.328 -0.904 0.027 0.831
factor(worker_id)4:factor(category_id)27 100 0 -0.024 0.316 -0.776 -0.022 0.800
factor(worker_id)5:factor(category_id)27 100 0 -0.012 0.307 -0.781 0.001 0.804
factor(worker_id)2:factor(category_id)28 100 0 -0.014 0.283 -0.856 0.023 0.773
factor(worker_id)3:factor(category_id)28 100 0 0.038 0.277 -0.733 0.012 0.815
factor(worker_id)4:factor(category_id)28 100 0 -0.025 0.287 -0.940 -0.046 0.627
factor(worker_id)5:factor(category_id)28 100 0 -0.015 0.287 -0.714 0.009 0.783
factor(worker_id)2:factor(category_id)29 100 0 -0.002 0.303 -0.754 -0.002 0.542
factor(worker_id)3:factor(category_id)29 100 0 0.004 0.286 -0.781 0.031 0.752
factor(worker_id)4:factor(category_id)29 100 0 -0.039 0.290 -0.778 -0.017 0.678
factor(worker_id)5:factor(category_id)29 100 0 0.003 0.285 -0.859 0.043 0.817
factor(worker_id)2:factor(category_id)30 100 0 -0.036 0.315 -0.805 -0.036 0.607
factor(worker_id)3:factor(category_id)30 100 0 -0.024 0.280 -0.785 0.007 0.487
factor(worker_id)4:factor(category_id)30 100 0 -0.071 0.265 -0.763 -0.064 0.842
factor(worker_id)5:factor(category_id)30 100 0 -0.047 0.276 -0.632 -0.024 0.566
factor(worker_id)2:factor(category_id)31 100 0 -0.006 0.270 -0.753 -0.023 0.753
factor(worker_id)3:factor(category_id)31 100 0 -0.019 0.290 -0.995 0.000 0.615
factor(worker_id)4:factor(category_id)31 100 0 -0.051 0.295 -0.893 -0.055 0.559
factor(worker_id)5:factor(category_id)31 100 0 -0.022 0.275 -0.549 -0.055 0.735
factor(worker_id)2:factor(category_id)32 100 0 -0.039 0.308 -0.729 -0.065 0.680
factor(worker_id)3:factor(category_id)32 100 0 -0.013 0.288 -0.760 -0.033 0.639
factor(worker_id)4:factor(category_id)32 100 0 -0.030 0.291 -0.869 -0.042 0.847
factor(worker_id)5:factor(category_id)32 100 0 -0.032 0.285 -0.567 -0.043 0.849
factor(worker_id)2:factor(category_id)33 100 0 -0.002 0.309 -0.980 0.039 0.663
factor(worker_id)3:factor(category_id)33 100 0 0.009 0.274 -0.638 0.033 0.628
factor(worker_id)4:factor(category_id)33 100 0 -0.026 0.291 -0.641 -0.018 0.592
factor(worker_id)5:factor(category_id)33 100 0 -0.025 0.289 -0.963 -0.012 0.565
factor(worker_id)2:factor(category_id)34 100 0 -0.026 0.282 -0.673 -0.017 0.836
factor(worker_id)3:factor(category_id)34 100 0 0.043 0.276 -0.679 0.058 0.810
factor(worker_id)4:factor(category_id)34 100 0 -0.002 0.268 -0.608 -0.022 0.655
factor(worker_id)5:factor(category_id)34 100 0 -0.015 0.250 -0.622 -0.011 0.543
factor(worker_id)2:factor(category_id)35 100 0 -0.014 0.315 -0.725 -0.011 0.755
factor(worker_id)3:factor(category_id)35 100 0 0.003 0.321 -0.855 0.011 0.670
factor(worker_id)4:factor(category_id)35 100 0 -0.007 0.303 -1.033 0.014 0.690
factor(worker_id)5:factor(category_id)35 100 0 -0.025 0.327 -0.962 -0.017 0.810
factor(worker_id)2:factor(category_id)36 100 0 -0.029 0.276 -0.723 -0.003 0.672
factor(worker_id)3:factor(category_id)36 100 0 -0.011 0.290 -0.756 -0.023 0.810
factor(worker_id)4:factor(category_id)36 100 0 -0.073 0.280 -0.763 -0.062 0.634
factor(worker_id)5:factor(category_id)36 100 0 -0.042 0.292 -0.630 -0.041 0.738
factor(worker_id)2:factor(category_id)37 100 0 -0.009 0.300 -0.953 -0.016 0.750
factor(worker_id)3:factor(category_id)37 100 0 -0.027 0.296 -0.743 -0.007 0.740
factor(worker_id)4:factor(category_id)37 100 0 -0.036 0.291 -0.761 -0.030 0.731
factor(worker_id)5:factor(category_id)37 100 0 -0.044 0.276 -0.728 -0.031 0.709
factor(worker_id)2:factor(category_id)38 100 0 -0.033 0.330 -0.952 -0.053 0.769
factor(worker_id)3:factor(category_id)38 100 0 -0.023 0.296 -0.676 -0.040 0.737
factor(worker_id)4:factor(category_id)38 100 0 -0.013 0.285 -0.728 0.030 0.603
factor(worker_id)5:factor(category_id)38 100 0 -0.027 0.300 -0.857 -0.025 0.655
factor(worker_id)2:factor(category_id)39 100 0 -0.029 0.294 -0.673 -0.018 0.632
factor(worker_id)3:factor(category_id)39 100 0 -0.032 0.299 -0.726 -0.042 0.781
factor(worker_id)4:factor(category_id)39 100 0 -0.036 0.270 -0.816 -0.040 0.661
factor(worker_id)5:factor(category_id)39 100 0 -0.036 0.274 -0.623 -0.027 0.608
factor(worker_id)2:factor(category_id)40 100 0 -0.019 0.285 -0.811 -0.017 0.502
factor(worker_id)3:factor(category_id)40 100 0 -0.021 0.275 -0.697 -0.009 0.499
factor(worker_id)4:factor(category_id)40 100 0 -0.015 0.286 -0.738 -0.005 0.628
factor(worker_id)5:factor(category_id)40 100 0 -0.028 0.285 -0.788 -0.017 0.535
factor(worker_id)2:factor(category_id)41 100 0 -0.027 0.288 -0.604 -0.032 0.712
factor(worker_id)3:factor(category_id)41 100 0 0.000 0.256 -0.689 -0.006 0.573
factor(worker_id)4:factor(category_id)41 100 0 -0.062 0.277 -0.738 -0.046 0.425
factor(worker_id)5:factor(category_id)41 100 0 -0.031 0.263 -0.698 -0.019 0.565
factor(worker_id)2:factor(category_id)42 100 0 -0.007 0.297 -0.659 -0.005 0.595
factor(worker_id)3:factor(category_id)42 100 0 0.014 0.259 -0.607 0.010 0.593
factor(worker_id)4:factor(category_id)42 100 0 0.010 0.319 -0.909 -0.002 0.888
factor(worker_id)5:factor(category_id)42 100 0 -0.005 0.289 -0.737 -0.008 0.547
factor(worker_id)2:factor(category_id)43 100 0 -0.018 0.282 -0.926 -0.025 0.824
factor(worker_id)3:factor(category_id)43 100 0 0.002 0.287 -0.919 -0.025 0.703
factor(worker_id)4:factor(category_id)43 100 0 -0.033 0.305 -0.825 -0.002 0.930
factor(worker_id)5:factor(category_id)43 100 0 -0.014 0.303 -0.720 0.012 0.829
factor(worker_id)2:factor(category_id)44 100 0 -0.058 0.303 -1.077 -0.025 0.570
factor(worker_id)3:factor(category_id)44 100 0 -0.016 0.303 -0.704 -0.019 0.834
factor(worker_id)4:factor(category_id)44 100 0 -0.092 0.318 -1.072 -0.086 0.730
factor(worker_id)5:factor(category_id)44 100 0 -0.065 0.304 -0.806 -0.088 0.863
factor(worker_id)2:factor(category_id)45 100 0 0.017 0.290 -0.732 0.044 0.738
factor(worker_id)3:factor(category_id)45 100 0 0.002 0.295 -0.743 0.028 0.569
factor(worker_id)4:factor(category_id)45 100 0 -0.022 0.264 -0.608 -0.012 0.594
factor(worker_id)5:factor(category_id)45 100 0 -0.040 0.291 -0.851 -0.025 0.691
factor(worker_id)2:factor(category_id)46 100 0 -0.009 0.300 -0.742 0.005 0.696
factor(worker_id)3:factor(category_id)46 100 0 0.034 0.302 -0.659 0.034 0.880
factor(worker_id)4:factor(category_id)46 100 0 -0.020 0.282 -0.619 -0.026 0.690
factor(worker_id)5:factor(category_id)46 100 0 -0.010 0.288 -0.626 0.011 0.735
factor(worker_id)2:factor(category_id)47 100 0 0.004 0.296 -0.760 -0.015 0.762
factor(worker_id)3:factor(category_id)47 100 0 0.024 0.285 -0.644 0.056 0.897
factor(worker_id)4:factor(category_id)47 100 0 -0.013 0.305 -0.792 -0.010 0.861
factor(worker_id)5:factor(category_id)47 100 0 0.013 0.320 -1.051 0.033 0.610
factor(worker_id)2:factor(category_id)48 100 0 -0.021 0.285 -0.649 -0.032 0.689
factor(worker_id)3:factor(category_id)48 100 0 0.012 0.278 -0.551 -0.021 0.914
factor(worker_id)4:factor(category_id)48 100 0 -0.046 0.274 -0.715 -0.072 0.569
factor(worker_id)5:factor(category_id)48 100 0 -0.038 0.276 -0.741 0.006 0.627
factor(worker_id)2:factor(category_id)49 100 0 -0.019 0.325 -0.853 0.003 0.803
factor(worker_id)3:factor(category_id)49 100 0 0.007 0.306 -0.700 0.004 0.619
factor(worker_id)4:factor(category_id)49 100 0 -0.020 0.329 -0.932 0.004 0.700
factor(worker_id)5:factor(category_id)49 100 0 -0.001 0.289 -0.610 -0.017 0.676
factor(worker_id)2:factor(category_id)50 100 0 -0.013 0.284 -0.735 -0.038 0.583
factor(worker_id)3:factor(category_id)50 100 0 -0.005 0.303 -0.714 0.009 0.575
factor(worker_id)4:factor(category_id)50 100 0 -0.015 0.308 -0.855 -0.006 0.622
factor(worker_id)5:factor(category_id)50 100 0 -0.028 0.318 -0.678 -0.042 0.785

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 0.01
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(category_id)31 1
factor(category_id)32 1
factor(category_id)33 1
factor(category_id)34 1
factor(category_id)35 1
factor(category_id)36 1
factor(category_id)37 1
factor(category_id)38 1
factor(category_id)39 1
factor(category_id)40 1
factor(category_id)41 1
factor(category_id)42 1
factor(category_id)43 1
factor(category_id)44 1
factor(category_id)45 1
factor(category_id)46 1
factor(category_id)47 1
factor(category_id)48 1
factor(category_id)49 1
factor(category_id)50 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 0.02
factor(worker_id)4:factor(category_id)2 1
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)2:factor(category_id)3 0.71
factor(worker_id)3:factor(category_id)3 0.22
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)3:factor(category_id)4 1
factor(worker_id)4:factor(category_id)4 0.57
factor(worker_id)5:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 1
factor(worker_id)5:factor(category_id)5 0.07
factor(worker_id)2:factor(category_id)6 0.99
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 0.82
factor(worker_id)5:factor(category_id)6 0.2
factor(worker_id)2:factor(category_id)7 0.98
factor(worker_id)3:factor(category_id)7 0.8
factor(worker_id)4:factor(category_id)7 1
factor(worker_id)5:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0.71
factor(worker_id)3:factor(category_id)8 1
factor(worker_id)4:factor(category_id)8 0
factor(worker_id)5:factor(category_id)8 1
factor(worker_id)2:factor(category_id)9 1
factor(worker_id)3:factor(category_id)9 1
factor(worker_id)4:factor(category_id)9 1
factor(worker_id)5:factor(category_id)9 1
factor(worker_id)2:factor(category_id)10 0.1
factor(worker_id)3:factor(category_id)10 0.99
factor(worker_id)4:factor(category_id)10 0.73
factor(worker_id)5:factor(category_id)10 0.95
factor(worker_id)2:factor(category_id)11 1
factor(worker_id)3:factor(category_id)11 0.25
factor(worker_id)4:factor(category_id)11 1
factor(worker_id)5:factor(category_id)11 0.71
factor(worker_id)2:factor(category_id)12 1
factor(worker_id)3:factor(category_id)12 1
factor(worker_id)4:factor(category_id)12 0
factor(worker_id)5:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 0.99
factor(worker_id)3:factor(category_id)13 0.53
factor(worker_id)4:factor(category_id)13 0.32
factor(worker_id)5:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 1
factor(worker_id)3:factor(category_id)14 1
factor(worker_id)4:factor(category_id)14 1
factor(worker_id)5:factor(category_id)14 1
factor(worker_id)2:factor(category_id)15 0.91
factor(worker_id)3:factor(category_id)15 1
factor(worker_id)4:factor(category_id)15 1
factor(worker_id)5:factor(category_id)15 0.92
factor(worker_id)2:factor(category_id)16 1
factor(worker_id)3:factor(category_id)16 1
factor(worker_id)4:factor(category_id)16 1
factor(worker_id)5:factor(category_id)16 1
factor(worker_id)2:factor(category_id)17 1
factor(worker_id)3:factor(category_id)17 0.84
factor(worker_id)4:factor(category_id)17 1
factor(worker_id)5:factor(category_id)17 1
factor(worker_id)2:factor(category_id)18 1
factor(worker_id)3:factor(category_id)18 0.91
factor(worker_id)4:factor(category_id)18 1
factor(worker_id)5:factor(category_id)18 0.67
factor(worker_id)2:factor(category_id)19 1
factor(worker_id)3:factor(category_id)19 1
factor(worker_id)4:factor(category_id)19 0.99
factor(worker_id)5:factor(category_id)19 0.23
factor(worker_id)2:factor(category_id)20 0.96
factor(worker_id)3:factor(category_id)20 0.35
factor(worker_id)4:factor(category_id)20 0
factor(worker_id)5:factor(category_id)20 0.02
factor(worker_id)2:factor(category_id)21 0.87
factor(worker_id)3:factor(category_id)21 1
factor(worker_id)4:factor(category_id)21 1
factor(worker_id)5:factor(category_id)21 0.84
factor(worker_id)2:factor(category_id)22 0.02
factor(worker_id)3:factor(category_id)22 0
factor(worker_id)4:factor(category_id)22 1
factor(worker_id)5:factor(category_id)22 1
factor(worker_id)2:factor(category_id)23 0.99
factor(worker_id)3:factor(category_id)23 0
factor(worker_id)4:factor(category_id)23 0.6
factor(worker_id)5:factor(category_id)23 0
factor(worker_id)2:factor(category_id)24 1
factor(worker_id)3:factor(category_id)24 1
factor(worker_id)4:factor(category_id)24 1
factor(worker_id)5:factor(category_id)24 0.99
factor(worker_id)2:factor(category_id)25 0.99
factor(worker_id)3:factor(category_id)25 0
factor(worker_id)4:factor(category_id)25 1
factor(worker_id)5:factor(category_id)25 0.61
factor(worker_id)2:factor(category_id)26 1
factor(worker_id)3:factor(category_id)26 0.23
factor(worker_id)4:factor(category_id)26 1
factor(worker_id)5:factor(category_id)26 0.76
factor(worker_id)2:factor(category_id)27 1
factor(worker_id)3:factor(category_id)27 1
factor(worker_id)4:factor(category_id)27 1
factor(worker_id)5:factor(category_id)27 1
factor(worker_id)2:factor(category_id)28 1
factor(worker_id)3:factor(category_id)28 0.94
factor(worker_id)4:factor(category_id)28 0
factor(worker_id)5:factor(category_id)28 1
factor(worker_id)2:factor(category_id)29 0.96
factor(worker_id)3:factor(category_id)29 1
factor(worker_id)4:factor(category_id)29 1
factor(worker_id)5:factor(category_id)29 1
factor(worker_id)2:factor(category_id)30 0.52
factor(worker_id)3:factor(category_id)30 0.25
factor(worker_id)4:factor(category_id)30 1
factor(worker_id)5:factor(category_id)30 0.87
factor(worker_id)2:factor(category_id)31 0.09
factor(worker_id)3:factor(category_id)31 0.96
factor(worker_id)4:factor(category_id)31 0
factor(worker_id)5:factor(category_id)31 0
factor(worker_id)2:factor(category_id)32 0.92
factor(worker_id)3:factor(category_id)32 1
factor(worker_id)4:factor(category_id)32 0.26
factor(worker_id)5:factor(category_id)32 0.01
factor(worker_id)2:factor(category_id)33 1
factor(worker_id)3:factor(category_id)33 1
factor(worker_id)4:factor(category_id)33 1
factor(worker_id)5:factor(category_id)33 1
factor(worker_id)2:factor(category_id)34 1
factor(worker_id)3:factor(category_id)34 0.03
factor(worker_id)4:factor(category_id)34 0.92
factor(worker_id)5:factor(category_id)34 0
factor(worker_id)2:factor(category_id)35 0.05
factor(worker_id)3:factor(category_id)35 0
factor(worker_id)4:factor(category_id)35 0
factor(worker_id)5:factor(category_id)35 0
factor(worker_id)2:factor(category_id)36 0.71
factor(worker_id)3:factor(category_id)36 0
factor(worker_id)4:factor(category_id)36 0
factor(worker_id)5:factor(category_id)36 0
factor(worker_id)2:factor(category_id)37 1
factor(worker_id)3:factor(category_id)37 1
factor(worker_id)4:factor(category_id)37 1
factor(worker_id)5:factor(category_id)37 1
factor(worker_id)2:factor(category_id)38 1
factor(worker_id)3:factor(category_id)38 0.54
factor(worker_id)4:factor(category_id)38 0.69
factor(worker_id)5:factor(category_id)38 0
factor(worker_id)2:factor(category_id)39 1
factor(worker_id)3:factor(category_id)39 1
factor(worker_id)4:factor(category_id)39 1
factor(worker_id)5:factor(category_id)39 1
factor(worker_id)2:factor(category_id)40 1
factor(worker_id)3:factor(category_id)40 0.99
factor(worker_id)4:factor(category_id)40 1
factor(worker_id)5:factor(category_id)40 0
factor(worker_id)2:factor(category_id)41 0.05
factor(worker_id)3:factor(category_id)41 1
factor(worker_id)4:factor(category_id)41 1
factor(worker_id)5:factor(category_id)41 0
factor(worker_id)2:factor(category_id)42 1
factor(worker_id)3:factor(category_id)42 1
factor(worker_id)4:factor(category_id)42 0.6
factor(worker_id)5:factor(category_id)42 0.84
factor(worker_id)2:factor(category_id)43 0.99
factor(worker_id)3:factor(category_id)43 1
factor(worker_id)4:factor(category_id)43 0.96
factor(worker_id)5:factor(category_id)43 0.32
factor(worker_id)2:factor(category_id)44 0.4
factor(worker_id)3:factor(category_id)44 0
factor(worker_id)4:factor(category_id)44 0
factor(worker_id)5:factor(category_id)44 0.98
factor(worker_id)2:factor(category_id)45 1
factor(worker_id)3:factor(category_id)45 0
factor(worker_id)4:factor(category_id)45 0
factor(worker_id)5:factor(category_id)45 0.91
factor(worker_id)2:factor(category_id)46 0.98
factor(worker_id)3:factor(category_id)46 0
factor(worker_id)4:factor(category_id)46 0
factor(worker_id)5:factor(category_id)46 0
factor(worker_id)2:factor(category_id)47 1
factor(worker_id)3:factor(category_id)47 1
factor(worker_id)4:factor(category_id)47 1
factor(worker_id)5:factor(category_id)47 0.9
factor(worker_id)2:factor(category_id)48 0.8
factor(worker_id)3:factor(category_id)48 0.95
factor(worker_id)4:factor(category_id)48 1
factor(worker_id)5:factor(category_id)48 0
factor(worker_id)2:factor(category_id)49 1
factor(worker_id)3:factor(category_id)49 1
factor(worker_id)4:factor(category_id)49 1
factor(worker_id)5:factor(category_id)49 0
factor(worker_id)2:factor(category_id)50 1
factor(worker_id)3:factor(category_id)50 1
factor(worker_id)4:factor(category_id)50 1
factor(worker_id)5:factor(category_id)50 1

Significant match effect number = 123 out of 196

num_process = 100, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.012 0.095 -0.201 -0.015 0.203
factor(worker_id)2 100 0 -0.003 0.141 -0.540 0.002 0.379
factor(worker_id)3 100 0 0.010 0.147 -0.288 0.008 0.363
factor(worker_id)4 100 0 0.029 0.137 -0.257 0.022 0.323
factor(worker_id)5 100 0 0.014 0.130 -0.262 0.028 0.297
factor(category_id)2 100 0 0.013 0.134 -0.281 0.028 0.348
factor(category_id)3 100 0 0.014 0.146 -0.315 0.013 0.378
factor(category_id)4 100 0 0.028 0.136 -0.392 0.039 0.390
factor(category_id)5 100 0 0.011 0.129 -0.272 0.017 0.299
factor(category_id)6 100 0 0.039 0.123 -0.251 0.046 0.312
factor(category_id)7 100 0 0.022 0.154 -0.438 0.017 0.398
factor(category_id)8 100 0 -0.001 0.136 -0.324 0.008 0.263
factor(category_id)9 100 0 -0.003 0.152 -0.324 -0.014 0.360
factor(category_id)10 100 0 0.020 0.139 -0.330 0.026 0.381
factor(category_id)11 100 0 0.001 0.143 -0.322 0.006 0.378
factor(category_id)12 100 0 0.017 0.155 -0.319 0.023 0.351
factor(category_id)13 100 0 0.000 0.136 -0.254 0.006 0.355
factor(category_id)14 100 0 0.002 0.151 -0.495 0.008 0.323
factor(category_id)15 100 0 0.004 0.147 -0.382 0.002 0.402
factor(category_id)16 100 0 0.004 0.136 -0.245 0.001 0.419
factor(category_id)17 100 0 0.013 0.141 -0.278 0.017 0.449
factor(category_id)18 100 0 0.015 0.147 -0.358 0.023 0.412
factor(category_id)19 100 0 0.018 0.127 -0.250 0.001 0.368
factor(category_id)20 100 0 0.022 0.143 -0.421 0.036 0.294
factor(category_id)21 100 0 -0.012 0.130 -0.299 -0.007 0.292
factor(category_id)22 100 0 0.020 0.153 -0.299 0.047 0.328
factor(category_id)23 100 0 0.017 0.126 -0.306 0.007 0.323
factor(category_id)24 100 0 -0.007 0.141 -0.372 -0.016 0.332
factor(category_id)25 100 0 0.025 0.148 -0.370 0.022 0.465
factor(category_id)26 100 0 0.018 0.133 -0.404 0.015 0.386
factor(category_id)27 100 0 0.000 0.135 -0.423 0.017 0.267
factor(category_id)28 100 0 -0.002 0.125 -0.356 0.005 0.291
factor(category_id)29 100 0 0.027 0.141 -0.328 0.034 0.314
factor(category_id)30 100 0 0.030 0.143 -0.342 0.047 0.429
factor(category_id)31 100 0 0.027 0.125 -0.293 0.030 0.315
factor(category_id)32 100 0 0.003 0.133 -0.333 -0.009 0.281
factor(category_id)33 100 0 0.004 0.135 -0.323 0.010 0.343
factor(category_id)34 100 0 0.005 0.145 -0.339 0.022 0.314
factor(category_id)35 100 0 0.020 0.133 -0.316 0.016 0.332
factor(category_id)36 100 0 0.022 0.142 -0.302 0.007 0.474
factor(category_id)37 100 0 -0.004 0.141 -0.412 0.014 0.313
factor(category_id)38 100 0 0.006 0.155 -0.463 0.017 0.343
factor(category_id)39 100 0 0.010 0.131 -0.312 0.001 0.320
factor(category_id)40 100 0 0.014 0.153 -0.419 0.023 0.459
factor(category_id)41 100 0 0.004 0.134 -0.298 0.002 0.293
factor(category_id)42 100 0 0.018 0.132 -0.309 0.011 0.283
factor(category_id)43 100 0 0.000 0.132 -0.370 0.018 0.280
factor(category_id)44 100 0 0.016 0.133 -0.372 0.024 0.285
factor(category_id)45 100 0 0.010 0.130 -0.284 0.024 0.317
factor(category_id)46 100 0 0.002 0.154 -0.314 -0.006 0.394
factor(category_id)47 100 0 -0.005 0.155 -0.344 -0.020 0.316
factor(category_id)48 100 0 0.028 0.136 -0.366 0.050 0.416
factor(category_id)49 100 0 -0.010 0.145 -0.455 0.013 0.398
factor(category_id)50 100 0 0.015 0.136 -0.315 0.010 0.310
factor(worker_id)2:factor(category_id)2 100 0 -0.009 0.206 -0.605 -0.020 0.496
factor(worker_id)3:factor(category_id)2 100 0 0.001 0.199 -0.553 -0.009 0.424
factor(worker_id)4:factor(category_id)2 100 0 -0.023 0.169 -0.510 -0.019 0.369
factor(worker_id)5:factor(category_id)2 100 0 -0.018 0.194 -0.394 -0.039 0.466
factor(worker_id)2:factor(category_id)3 100 0 -0.003 0.210 -0.405 -0.010 0.679
factor(worker_id)3:factor(category_id)3 100 0 -0.007 0.213 -0.544 -0.002 0.457
factor(worker_id)4:factor(category_id)3 100 0 -0.021 0.203 -0.534 -0.005 0.460
factor(worker_id)5:factor(category_id)3 100 0 -0.031 0.192 -0.636 -0.028 0.399
factor(worker_id)2:factor(category_id)4 100 0 0.000 0.197 -0.564 0.002 0.515
factor(worker_id)3:factor(category_id)4 100 0 -0.030 0.211 -0.559 -0.030 0.474
factor(worker_id)4:factor(category_id)4 100 0 -0.043 0.190 -0.445 -0.054 0.463
factor(worker_id)5:factor(category_id)4 100 0 -0.027 0.194 -0.402 -0.044 0.422
factor(worker_id)2:factor(category_id)5 100 0 0.026 0.188 -0.389 -0.007 0.534
factor(worker_id)3:factor(category_id)5 100 0 -0.013 0.186 -0.420 -0.002 0.470
factor(worker_id)4:factor(category_id)5 100 0 -0.044 0.187 -0.472 -0.037 0.326
factor(worker_id)5:factor(category_id)5 100 0 -0.015 0.190 -0.433 -0.019 0.456
factor(worker_id)2:factor(category_id)6 100 0 -0.029 0.191 -0.454 -0.038 0.634
factor(worker_id)3:factor(category_id)6 100 0 -0.045 0.209 -0.601 -0.048 0.437
factor(worker_id)4:factor(category_id)6 100 0 -0.040 0.201 -0.587 -0.030 0.385
factor(worker_id)5:factor(category_id)6 100 0 -0.048 0.170 -0.551 -0.060 0.367
factor(worker_id)2:factor(category_id)7 100 0 -0.002 0.211 -0.438 -0.022 0.470
factor(worker_id)3:factor(category_id)7 100 0 -0.022 0.221 -0.628 -0.017 0.377
factor(worker_id)4:factor(category_id)7 100 0 -0.032 0.208 -0.465 -0.054 0.519
factor(worker_id)5:factor(category_id)7 100 0 -0.004 0.207 -0.496 0.000 0.601
factor(worker_id)2:factor(category_id)8 100 0 0.024 0.198 -0.419 0.006 0.874
factor(worker_id)3:factor(category_id)8 100 0 0.010 0.186 -0.497 0.021 0.512
factor(worker_id)4:factor(category_id)8 100 0 -0.017 0.184 -0.504 -0.029 0.446
factor(worker_id)5:factor(category_id)8 100 0 0.013 0.187 -0.470 -0.002 0.421
factor(worker_id)2:factor(category_id)9 100 0 0.002 0.214 -0.470 0.003 0.527
factor(worker_id)3:factor(category_id)9 100 0 0.020 0.211 -0.433 0.035 0.533
factor(worker_id)4:factor(category_id)9 100 0 -0.017 0.197 -0.491 -0.001 0.503
factor(worker_id)5:factor(category_id)9 100 0 0.022 0.217 -0.589 0.001 0.657
factor(worker_id)2:factor(category_id)10 100 0 0.008 0.205 -0.476 0.019 0.541
factor(worker_id)3:factor(category_id)10 100 0 0.003 0.210 -0.457 0.000 0.579
factor(worker_id)4:factor(category_id)10 100 0 -0.035 0.197 -0.592 -0.021 0.388
factor(worker_id)5:factor(category_id)10 100 0 -0.016 0.183 -0.393 -0.013 0.395
factor(worker_id)2:factor(category_id)11 100 0 0.031 0.205 -0.400 0.014 0.518
factor(worker_id)3:factor(category_id)11 100 0 0.004 0.196 -0.413 0.025 0.511
factor(worker_id)4:factor(category_id)11 100 0 0.006 0.192 -0.386 -0.023 0.470
factor(worker_id)5:factor(category_id)11 100 0 0.002 0.200 -0.432 0.001 0.511
factor(worker_id)2:factor(category_id)12 100 0 -0.008 0.212 -0.473 -0.007 0.768
factor(worker_id)3:factor(category_id)12 100 0 -0.034 0.225 -0.489 -0.020 0.401
factor(worker_id)4:factor(category_id)12 100 0 -0.051 0.209 -0.571 -0.075 0.516
factor(worker_id)5:factor(category_id)12 100 0 0.000 0.199 -0.429 0.003 0.511
factor(worker_id)2:factor(category_id)13 100 0 0.011 0.206 -0.641 0.033 0.614
factor(worker_id)3:factor(category_id)13 100 0 0.015 0.199 -0.508 0.024 0.467
factor(worker_id)4:factor(category_id)13 100 0 -0.020 0.215 -0.733 -0.002 0.466
factor(worker_id)5:factor(category_id)13 100 0 -0.019 0.198 -0.492 -0.001 0.521
factor(worker_id)2:factor(category_id)14 100 0 0.005 0.232 -0.622 0.009 0.477
factor(worker_id)3:factor(category_id)14 100 0 0.009 0.227 -0.452 -0.026 0.603
factor(worker_id)4:factor(category_id)14 100 0 -0.018 0.209 -0.473 -0.038 0.490
factor(worker_id)5:factor(category_id)14 100 0 -0.006 0.195 -0.612 -0.014 0.531
factor(worker_id)2:factor(category_id)15 100 0 0.010 0.223 -0.468 0.011 0.707
factor(worker_id)3:factor(category_id)15 100 0 0.017 0.220 -0.591 0.020 0.513
factor(worker_id)4:factor(category_id)15 100 0 -0.017 0.205 -0.617 -0.019 0.464
factor(worker_id)5:factor(category_id)15 100 0 -0.009 0.200 -0.676 -0.012 0.397
factor(worker_id)2:factor(category_id)16 100 0 0.011 0.190 -0.406 0.018 0.620
factor(worker_id)3:factor(category_id)16 100 0 -0.001 0.215 -0.552 0.004 0.559
factor(worker_id)4:factor(category_id)16 100 0 -0.017 0.195 -0.524 -0.023 0.380
factor(worker_id)5:factor(category_id)16 100 0 -0.006 0.187 -0.584 -0.004 0.501
factor(worker_id)2:factor(category_id)17 100 0 0.003 0.198 -0.481 0.014 0.451
factor(worker_id)3:factor(category_id)17 100 0 -0.014 0.234 -0.614 -0.014 0.570
factor(worker_id)4:factor(category_id)17 100 0 -0.022 0.207 -0.577 -0.025 0.523
factor(worker_id)5:factor(category_id)17 100 0 -0.017 0.188 -0.480 -0.035 0.452
factor(worker_id)2:factor(category_id)18 100 0 -0.009 0.190 -0.533 -0.010 0.531
factor(worker_id)3:factor(category_id)18 100 0 0.000 0.211 -0.530 0.005 0.537
factor(worker_id)4:factor(category_id)18 100 0 -0.024 0.185 -0.386 -0.002 0.324
factor(worker_id)5:factor(category_id)18 100 0 -0.006 0.197 -0.588 -0.003 0.572
factor(worker_id)2:factor(category_id)19 100 0 0.023 0.211 -0.434 0.028 0.708
factor(worker_id)3:factor(category_id)19 100 0 0.000 0.198 -0.520 0.020 0.368
factor(worker_id)4:factor(category_id)19 100 0 -0.036 0.184 -0.445 -0.044 0.373
factor(worker_id)5:factor(category_id)19 100 0 -0.020 0.185 -0.462 -0.010 0.411
factor(worker_id)2:factor(category_id)20 100 0 -0.012 0.208 -0.617 0.012 0.538
factor(worker_id)3:factor(category_id)20 100 0 -0.018 0.206 -0.544 -0.024 0.662
factor(worker_id)4:factor(category_id)20 100 0 -0.048 0.180 -0.568 -0.054 0.343
factor(worker_id)5:factor(category_id)20 100 0 -0.051 0.185 -0.470 -0.055 0.495
factor(worker_id)2:factor(category_id)21 100 0 0.036 0.207 -0.610 0.038 0.672
factor(worker_id)3:factor(category_id)21 100 0 0.032 0.184 -0.330 0.017 0.514
factor(worker_id)4:factor(category_id)21 100 0 0.000 0.190 -0.529 0.004 0.423
factor(worker_id)5:factor(category_id)21 100 0 0.015 0.191 -0.596 0.013 0.524
factor(worker_id)2:factor(category_id)22 100 0 -0.015 0.200 -0.478 -0.039 0.464
factor(worker_id)3:factor(category_id)22 100 0 -0.030 0.218 -0.537 -0.024 0.483
factor(worker_id)4:factor(category_id)22 100 0 -0.047 0.220 -0.503 -0.037 0.431
factor(worker_id)5:factor(category_id)22 100 0 -0.011 0.195 -0.422 -0.022 0.431
factor(worker_id)2:factor(category_id)23 100 0 0.000 0.190 -0.525 -0.009 0.487
factor(worker_id)3:factor(category_id)23 100 0 -0.007 0.186 -0.530 0.015 0.470
factor(worker_id)4:factor(category_id)23 100 0 -0.008 0.182 -0.402 -0.024 0.467
factor(worker_id)5:factor(category_id)23 100 0 -0.039 0.190 -0.545 -0.021 0.513
factor(worker_id)2:factor(category_id)24 100 0 0.035 0.212 -0.523 0.052 0.659
factor(worker_id)3:factor(category_id)24 100 0 0.016 0.196 -0.455 0.029 0.422
factor(worker_id)4:factor(category_id)24 100 0 -0.010 0.204 -0.562 -0.028 0.457
factor(worker_id)5:factor(category_id)24 100 0 0.018 0.200 -0.486 0.023 0.428
factor(worker_id)2:factor(category_id)25 100 0 0.004 0.211 -0.594 -0.002 0.617
factor(worker_id)3:factor(category_id)25 100 0 -0.019 0.215 -0.692 0.002 0.434
factor(worker_id)4:factor(category_id)25 100 0 -0.040 0.218 -0.645 -0.029 0.478
factor(worker_id)5:factor(category_id)25 100 0 -0.041 0.199 -0.549 -0.048 0.427
factor(worker_id)2:factor(category_id)26 100 0 0.005 0.188 -0.521 0.006 0.557
factor(worker_id)3:factor(category_id)26 100 0 -0.015 0.189 -0.535 0.007 0.481
factor(worker_id)4:factor(category_id)26 100 0 -0.043 0.179 -0.532 -0.042 0.320
factor(worker_id)5:factor(category_id)26 100 0 -0.006 0.179 -0.384 0.010 0.418
factor(worker_id)2:factor(category_id)27 100 0 0.013 0.201 -0.508 0.020 0.486
factor(worker_id)3:factor(category_id)27 100 0 -0.002 0.208 -0.489 0.000 0.540
factor(worker_id)4:factor(category_id)27 100 0 -0.011 0.199 -0.465 -0.005 0.444
factor(worker_id)5:factor(category_id)27 100 0 0.004 0.219 -0.387 -0.027 0.697
factor(worker_id)2:factor(category_id)28 100 0 0.030 0.197 -0.529 0.013 0.630
factor(worker_id)3:factor(category_id)28 100 0 -0.004 0.179 -0.400 0.007 0.453
factor(worker_id)4:factor(category_id)28 100 0 -0.013 0.185 -0.404 -0.035 0.441
factor(worker_id)5:factor(category_id)28 100 0 0.018 0.194 -0.465 0.014 0.604
factor(worker_id)2:factor(category_id)29 100 0 -0.029 0.194 -0.487 -0.033 0.361
factor(worker_id)3:factor(category_id)29 100 0 -0.041 0.186 -0.477 -0.036 0.482
factor(worker_id)4:factor(category_id)29 100 0 -0.049 0.213 -0.576 -0.058 0.479
factor(worker_id)5:factor(category_id)29 100 0 -0.037 0.184 -0.480 -0.054 0.432
factor(worker_id)2:factor(category_id)30 100 0 -0.020 0.204 -0.515 -0.038 0.572
factor(worker_id)3:factor(category_id)30 100 0 -0.045 0.222 -0.755 -0.030 0.359
factor(worker_id)4:factor(category_id)30 100 0 -0.067 0.196 -0.503 -0.069 0.422
factor(worker_id)5:factor(category_id)30 100 0 -0.009 0.210 -0.472 0.007 0.436
factor(worker_id)2:factor(category_id)31 100 0 -0.018 0.170 -0.422 -0.009 0.427
factor(worker_id)3:factor(category_id)31 100 0 -0.025 0.208 -0.450 -0.056 0.564
factor(worker_id)4:factor(category_id)31 100 0 -0.036 0.174 -0.373 -0.050 0.380
factor(worker_id)5:factor(category_id)31 100 0 -0.043 0.184 -0.507 -0.031 0.341
factor(worker_id)2:factor(category_id)32 100 0 0.009 0.197 -0.429 0.001 0.652
factor(worker_id)3:factor(category_id)32 100 0 -0.010 0.194 -0.518 -0.001 0.543
factor(worker_id)4:factor(category_id)32 100 0 -0.015 0.189 -0.603 -0.011 0.480
factor(worker_id)5:factor(category_id)32 100 0 -0.018 0.180 -0.390 -0.039 0.393
factor(worker_id)2:factor(category_id)33 100 0 0.021 0.212 -0.614 0.031 0.767
factor(worker_id)3:factor(category_id)33 100 0 0.007 0.195 -0.476 0.038 0.377
factor(worker_id)4:factor(category_id)33 100 0 -0.018 0.201 -0.486 -0.032 0.393
factor(worker_id)5:factor(category_id)33 100 0 -0.001 0.188 -0.400 0.006 0.459
factor(worker_id)2:factor(category_id)34 100 0 -0.004 0.221 -0.486 0.037 0.663
factor(worker_id)3:factor(category_id)34 100 0 -0.013 0.212 -0.664 -0.016 0.425
factor(worker_id)4:factor(category_id)34 100 0 -0.018 0.216 -0.516 0.001 0.648
factor(worker_id)5:factor(category_id)34 100 0 -0.010 0.205 -0.603 0.001 0.410
factor(worker_id)2:factor(category_id)35 100 0 -0.005 0.178 -0.473 -0.011 0.453
factor(worker_id)3:factor(category_id)35 100 0 -0.029 0.216 -0.573 -0.029 0.470
factor(worker_id)4:factor(category_id)35 100 0 -0.043 0.198 -0.674 -0.028 0.409
factor(worker_id)5:factor(category_id)35 100 0 -0.026 0.180 -0.404 -0.037 0.389
factor(worker_id)2:factor(category_id)36 100 0 -0.011 0.199 -0.506 -0.011 0.723
factor(worker_id)3:factor(category_id)36 100 0 -0.020 0.219 -0.559 -0.020 0.445
factor(worker_id)4:factor(category_id)36 100 0 -0.037 0.212 -0.594 -0.019 0.516
factor(worker_id)5:factor(category_id)36 100 0 -0.016 0.192 -0.488 -0.021 0.419
factor(worker_id)2:factor(category_id)37 100 0 0.026 0.192 -0.525 0.031 0.473
factor(worker_id)3:factor(category_id)37 100 0 -0.018 0.210 -0.516 -0.026 0.532
factor(worker_id)4:factor(category_id)37 100 0 -0.008 0.217 -0.458 -0.015 0.501
factor(worker_id)5:factor(category_id)37 100 0 0.013 0.211 -0.421 -0.009 0.556
factor(worker_id)2:factor(category_id)38 100 0 0.007 0.195 -0.489 0.001 0.618
factor(worker_id)3:factor(category_id)38 100 0 -0.004 0.229 -0.527 -0.018 0.475
factor(worker_id)4:factor(category_id)38 100 0 -0.024 0.222 -0.524 -0.037 0.572
factor(worker_id)5:factor(category_id)38 100 0 -0.009 0.222 -0.544 -0.002 0.572
factor(worker_id)2:factor(category_id)39 100 0 -0.023 0.203 -0.498 0.006 0.503
factor(worker_id)3:factor(category_id)39 100 0 -0.020 0.211 -0.646 -0.036 0.410
factor(worker_id)4:factor(category_id)39 100 0 -0.026 0.189 -0.432 -0.022 0.377
factor(worker_id)5:factor(category_id)39 100 0 0.002 0.209 -0.468 0.013 0.608
factor(worker_id)2:factor(category_id)40 100 0 0.003 0.205 -0.449 0.005 0.558
factor(worker_id)3:factor(category_id)40 100 0 -0.006 0.217 -0.546 0.016 0.556
factor(worker_id)4:factor(category_id)40 100 0 -0.050 0.206 -0.700 -0.040 0.395
factor(worker_id)5:factor(category_id)40 100 0 0.000 0.187 -0.504 -0.018 0.521
factor(worker_id)2:factor(category_id)41 100 0 0.000 0.198 -0.535 0.004 0.871
factor(worker_id)3:factor(category_id)41 100 0 -0.005 0.206 -0.503 0.010 0.536
factor(worker_id)4:factor(category_id)41 100 0 -0.023 0.195 -0.477 -0.028 0.405
factor(worker_id)5:factor(category_id)41 100 0 0.007 0.191 -0.410 0.025 0.487
factor(worker_id)2:factor(category_id)42 100 0 0.002 0.205 -0.433 -0.007 0.566
factor(worker_id)3:factor(category_id)42 100 0 -0.021 0.180 -0.426 -0.026 0.417
factor(worker_id)4:factor(category_id)42 100 0 -0.040 0.208 -0.510 -0.031 0.488
factor(worker_id)5:factor(category_id)42 100 0 -0.034 0.209 -0.464 -0.028 0.472
factor(worker_id)2:factor(category_id)43 100 0 0.026 0.189 -0.410 0.005 0.584
factor(worker_id)3:factor(category_id)43 100 0 -0.004 0.198 -0.637 -0.024 0.562
factor(worker_id)4:factor(category_id)43 100 0 -0.006 0.201 -0.384 -0.010 0.641
factor(worker_id)5:factor(category_id)43 100 0 -0.022 0.176 -0.424 -0.016 0.520
factor(worker_id)2:factor(category_id)44 100 0 -0.013 0.196 -0.527 -0.010 0.588
factor(worker_id)3:factor(category_id)44 100 0 -0.003 0.194 -0.516 0.014 0.406
factor(worker_id)4:factor(category_id)44 100 0 -0.037 0.192 -0.567 -0.029 0.425
factor(worker_id)5:factor(category_id)44 100 0 -0.021 0.215 -0.550 -0.022 0.558
factor(worker_id)2:factor(category_id)45 100 0 0.002 0.199 -0.567 0.027 0.676
factor(worker_id)3:factor(category_id)45 100 0 -0.007 0.204 -0.544 -0.022 0.511
factor(worker_id)4:factor(category_id)45 100 0 -0.056 0.196 -0.457 -0.082 0.460
factor(worker_id)5:factor(category_id)45 100 0 -0.008 0.176 -0.590 -0.003 0.348
factor(worker_id)2:factor(category_id)46 100 0 0.032 0.193 -0.500 0.020 0.622
factor(worker_id)3:factor(category_id)46 100 0 0.017 0.215 -0.509 0.015 0.570
factor(worker_id)4:factor(category_id)46 100 0 -0.018 0.192 -0.419 -0.047 0.532
factor(worker_id)5:factor(category_id)46 100 0 -0.002 0.223 -0.551 0.023 0.572
factor(worker_id)2:factor(category_id)47 100 0 0.026 0.219 -0.523 0.037 0.852
factor(worker_id)3:factor(category_id)47 100 0 0.019 0.219 -0.647 0.005 0.527
factor(worker_id)4:factor(category_id)47 100 0 -0.024 0.217 -0.468 -0.048 0.436
factor(worker_id)5:factor(category_id)47 100 0 0.008 0.216 -0.487 0.006 0.545
factor(worker_id)2:factor(category_id)48 100 0 -0.021 0.186 -0.475 -0.021 0.428
factor(worker_id)3:factor(category_id)48 100 0 -0.028 0.218 -0.577 -0.019 0.697
factor(worker_id)4:factor(category_id)48 100 0 -0.054 0.191 -0.523 -0.057 0.390
factor(worker_id)5:factor(category_id)48 100 0 -0.038 0.191 -0.670 0.002 0.431
factor(worker_id)2:factor(category_id)49 100 0 0.026 0.209 -0.498 0.010 0.518
factor(worker_id)3:factor(category_id)49 100 0 0.016 0.243 -0.642 -0.020 0.675
factor(worker_id)4:factor(category_id)49 100 0 -0.005 0.193 -0.433 -0.012 0.483
factor(worker_id)5:factor(category_id)49 100 0 0.007 0.182 -0.440 -0.025 0.411
factor(worker_id)2:factor(category_id)50 100 0 -0.006 0.202 -0.502 0.018 0.568
factor(worker_id)3:factor(category_id)50 100 0 -0.017 0.205 -0.448 -0.019 0.510
factor(worker_id)4:factor(category_id)50 100 0 0.011 0.195 -0.415 0.032 0.454
factor(worker_id)5:factor(category_id)50 100 0 -0.017 0.205 -0.613 0.010 0.592

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 0.99
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(category_id)31 1
factor(category_id)32 1
factor(category_id)33 1
factor(category_id)34 1
factor(category_id)35 1
factor(category_id)36 1
factor(category_id)37 1
factor(category_id)38 1
factor(category_id)39 1
factor(category_id)40 1
factor(category_id)41 1
factor(category_id)42 1
factor(category_id)43 1
factor(category_id)44 1
factor(category_id)45 1
factor(category_id)46 1
factor(category_id)47 1
factor(category_id)48 1
factor(category_id)49 1
factor(category_id)50 1
factor(worker_id)2:factor(category_id)2 0.23
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0.94
factor(worker_id)3:factor(category_id)3 0.88
factor(worker_id)4:factor(category_id)3 1
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0.42
factor(worker_id)2:factor(category_id)5 0.94
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0.76
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 0
factor(worker_id)5:factor(category_id)6 1
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)3:factor(category_id)7 0
factor(worker_id)4:factor(category_id)7 0
factor(worker_id)5:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 0
factor(worker_id)5:factor(category_id)8 1
factor(worker_id)2:factor(category_id)9 1
factor(worker_id)3:factor(category_id)9 1
factor(worker_id)4:factor(category_id)9 1
factor(worker_id)5:factor(category_id)9 1
factor(worker_id)2:factor(category_id)10 1
factor(worker_id)3:factor(category_id)10 0.28
factor(worker_id)4:factor(category_id)10 0
factor(worker_id)5:factor(category_id)10 0.53
factor(worker_id)2:factor(category_id)11 1
factor(worker_id)3:factor(category_id)11 0
factor(worker_id)4:factor(category_id)11 1
factor(worker_id)5:factor(category_id)11 0.04
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)3:factor(category_id)12 0
factor(worker_id)4:factor(category_id)12 0
factor(worker_id)5:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 0.93
factor(worker_id)3:factor(category_id)13 0
factor(worker_id)4:factor(category_id)13 0
factor(worker_id)5:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)3:factor(category_id)14 0
factor(worker_id)4:factor(category_id)14 0
factor(worker_id)5:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 0.94
factor(worker_id)3:factor(category_id)15 1
factor(worker_id)4:factor(category_id)15 0.79
factor(worker_id)5:factor(category_id)15 1
factor(worker_id)2:factor(category_id)16 1
factor(worker_id)3:factor(category_id)16 0
factor(worker_id)4:factor(category_id)16 0
factor(worker_id)5:factor(category_id)16 0.01
factor(worker_id)2:factor(category_id)17 0.03
factor(worker_id)3:factor(category_id)17 0
factor(worker_id)4:factor(category_id)17 0
factor(worker_id)5:factor(category_id)17 0
factor(worker_id)2:factor(category_id)18 0
factor(worker_id)3:factor(category_id)18 0.97
factor(worker_id)4:factor(category_id)18 0
factor(worker_id)5:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 1
factor(worker_id)3:factor(category_id)19 0
factor(worker_id)4:factor(category_id)19 0
factor(worker_id)5:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 1
factor(worker_id)3:factor(category_id)20 1
factor(worker_id)4:factor(category_id)20 0.01
factor(worker_id)5:factor(category_id)20 1
factor(worker_id)2:factor(category_id)21 0
factor(worker_id)3:factor(category_id)21 0
factor(worker_id)4:factor(category_id)21 0
factor(worker_id)5:factor(category_id)21 0
factor(worker_id)2:factor(category_id)22 1
factor(worker_id)3:factor(category_id)22 0
factor(worker_id)4:factor(category_id)22 0.84
factor(worker_id)5:factor(category_id)22 1
factor(worker_id)2:factor(category_id)23 0.75
factor(worker_id)3:factor(category_id)23 0
factor(worker_id)4:factor(category_id)23 0
factor(worker_id)5:factor(category_id)23 0
factor(worker_id)2:factor(category_id)24 1
factor(worker_id)3:factor(category_id)24 1
factor(worker_id)4:factor(category_id)24 0.97
factor(worker_id)5:factor(category_id)24 1
factor(worker_id)2:factor(category_id)25 1
factor(worker_id)3:factor(category_id)25 1
factor(worker_id)4:factor(category_id)25 0.93
factor(worker_id)5:factor(category_id)25 1
factor(worker_id)2:factor(category_id)26 1
factor(worker_id)3:factor(category_id)26 1
factor(worker_id)4:factor(category_id)26 0
factor(worker_id)5:factor(category_id)26 0.95
factor(worker_id)2:factor(category_id)27 0.24
factor(worker_id)3:factor(category_id)27 0.03
factor(worker_id)4:factor(category_id)27 1
factor(worker_id)5:factor(category_id)27 1
factor(worker_id)2:factor(category_id)28 1
factor(worker_id)3:factor(category_id)28 0.09
factor(worker_id)4:factor(category_id)28 0.05
factor(worker_id)5:factor(category_id)28 0.99
factor(worker_id)2:factor(category_id)29 0.94
factor(worker_id)3:factor(category_id)29 0
factor(worker_id)4:factor(category_id)29 0
factor(worker_id)5:factor(category_id)29 0
factor(worker_id)2:factor(category_id)30 0.55
factor(worker_id)3:factor(category_id)30 0
factor(worker_id)4:factor(category_id)30 0.56
factor(worker_id)5:factor(category_id)30 1
factor(worker_id)2:factor(category_id)31 0
factor(worker_id)3:factor(category_id)31 0
factor(worker_id)4:factor(category_id)31 0
factor(worker_id)5:factor(category_id)31 1
factor(worker_id)2:factor(category_id)32 0
factor(worker_id)3:factor(category_id)32 0
factor(worker_id)4:factor(category_id)32 0.82
factor(worker_id)5:factor(category_id)32 0.08
factor(worker_id)2:factor(category_id)33 0.08
factor(worker_id)3:factor(category_id)33 0.14
factor(worker_id)4:factor(category_id)33 0.91
factor(worker_id)5:factor(category_id)33 0.52
factor(worker_id)2:factor(category_id)34 0
factor(worker_id)3:factor(category_id)34 0
factor(worker_id)4:factor(category_id)34 0
factor(worker_id)5:factor(category_id)34 0
factor(worker_id)2:factor(category_id)35 0
factor(worker_id)3:factor(category_id)35 0
factor(worker_id)4:factor(category_id)35 0
factor(worker_id)5:factor(category_id)35 0
factor(worker_id)2:factor(category_id)36 0
factor(worker_id)3:factor(category_id)36 0
factor(worker_id)4:factor(category_id)36 0
factor(worker_id)5:factor(category_id)36 0
factor(worker_id)2:factor(category_id)37 0
factor(worker_id)3:factor(category_id)37 0
factor(worker_id)4:factor(category_id)37 0
factor(worker_id)5:factor(category_id)37 0
factor(worker_id)2:factor(category_id)38 0.04
factor(worker_id)3:factor(category_id)38 1
factor(worker_id)4:factor(category_id)38 0
factor(worker_id)5:factor(category_id)38 1
factor(worker_id)2:factor(category_id)39 0.04
factor(worker_id)3:factor(category_id)39 0
factor(worker_id)4:factor(category_id)39 0
factor(worker_id)5:factor(category_id)39 0
factor(worker_id)2:factor(category_id)40 0
factor(worker_id)3:factor(category_id)40 0.74
factor(worker_id)4:factor(category_id)40 0.01
factor(worker_id)5:factor(category_id)40 0
factor(worker_id)2:factor(category_id)41 1
factor(worker_id)3:factor(category_id)41 1
factor(worker_id)4:factor(category_id)41 1
factor(worker_id)5:factor(category_id)41 1
factor(worker_id)2:factor(category_id)42 0
factor(worker_id)3:factor(category_id)42 0
factor(worker_id)4:factor(category_id)42 0
factor(worker_id)5:factor(category_id)42 1
factor(worker_id)2:factor(category_id)43 1
factor(worker_id)3:factor(category_id)43 1
factor(worker_id)4:factor(category_id)43 0
factor(worker_id)5:factor(category_id)43 1
factor(worker_id)2:factor(category_id)44 0.02
factor(worker_id)3:factor(category_id)44 0
factor(worker_id)4:factor(category_id)44 0
factor(worker_id)5:factor(category_id)44 0
factor(worker_id)2:factor(category_id)45 0
factor(worker_id)3:factor(category_id)45 0
factor(worker_id)4:factor(category_id)45 0
factor(worker_id)5:factor(category_id)45 1
factor(worker_id)2:factor(category_id)46 0
factor(worker_id)3:factor(category_id)46 0
factor(worker_id)4:factor(category_id)46 0
factor(worker_id)5:factor(category_id)46 0
factor(worker_id)2:factor(category_id)47 0
factor(worker_id)3:factor(category_id)47 0
factor(worker_id)4:factor(category_id)47 0
factor(worker_id)5:factor(category_id)47 0
factor(worker_id)2:factor(category_id)48 1
factor(worker_id)3:factor(category_id)48 0
factor(worker_id)4:factor(category_id)48 0
factor(worker_id)5:factor(category_id)48 1
factor(worker_id)2:factor(category_id)49 0.54
factor(worker_id)3:factor(category_id)49 0
factor(worker_id)4:factor(category_id)49 0
factor(worker_id)5:factor(category_id)49 1
factor(worker_id)2:factor(category_id)50 0.98
factor(worker_id)3:factor(category_id)50 0
factor(worker_id)4:factor(category_id)50 0
factor(worker_id)5:factor(category_id)50 0.84

Significant match effect number = 62 out of 196

num_process = 500, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.012 0.043 -0.133 0.011 0.119
factor(worker_id)2 100 0 -0.014 0.057 -0.158 -0.015 0.125
factor(worker_id)3 100 0 -0.014 0.059 -0.153 -0.009 0.154
factor(worker_id)4 100 0 -0.017 0.063 -0.171 -0.023 0.194
factor(worker_id)5 100 0 -0.019 0.063 -0.160 -0.014 0.133
factor(category_id)2 100 0 -0.016 0.061 -0.167 -0.021 0.191
factor(category_id)3 100 0 -0.011 0.055 -0.123 -0.006 0.180
factor(category_id)4 100 0 -0.010 0.068 -0.166 -0.002 0.159
factor(category_id)5 100 0 -0.008 0.058 -0.156 -0.005 0.121
factor(category_id)6 100 0 -0.013 0.061 -0.185 -0.014 0.163
factor(category_id)7 100 0 -0.010 0.061 -0.153 -0.011 0.149
factor(category_id)8 100 0 -0.006 0.061 -0.188 -0.005 0.164
factor(category_id)9 100 0 -0.016 0.065 -0.173 -0.018 0.184
factor(category_id)10 100 0 -0.015 0.058 -0.166 -0.015 0.187
factor(category_id)11 100 0 -0.012 0.062 -0.175 -0.014 0.140
factor(category_id)12 100 0 -0.014 0.064 -0.167 -0.016 0.120
factor(category_id)13 100 0 -0.015 0.058 -0.172 -0.019 0.117
factor(category_id)14 100 0 -0.012 0.060 -0.154 -0.010 0.130
factor(category_id)15 100 0 -0.016 0.062 -0.138 -0.014 0.128
factor(category_id)16 100 0 -0.015 0.066 -0.180 -0.016 0.156
factor(category_id)17 100 0 -0.014 0.061 -0.184 -0.011 0.117
factor(category_id)18 100 0 -0.008 0.068 -0.217 -0.007 0.162
factor(category_id)19 100 0 -0.009 0.063 -0.166 -0.012 0.145
factor(category_id)20 100 0 -0.014 0.066 -0.143 -0.024 0.202
factor(category_id)21 100 0 -0.014 0.063 -0.157 -0.009 0.124
factor(category_id)22 100 0 -0.007 0.058 -0.150 -0.001 0.119
factor(category_id)23 100 0 -0.012 0.060 -0.161 0.003 0.144
factor(category_id)24 100 0 -0.007 0.060 -0.161 -0.008 0.142
factor(category_id)25 100 0 -0.007 0.060 -0.164 -0.007 0.179
factor(category_id)26 100 0 -0.012 0.058 -0.143 -0.023 0.123
factor(category_id)27 100 0 -0.013 0.063 -0.173 -0.004 0.162
factor(category_id)28 100 0 -0.026 0.064 -0.188 -0.029 0.155
factor(category_id)29 100 0 -0.005 0.064 -0.171 -0.007 0.162
factor(category_id)30 100 0 -0.005 0.062 -0.154 -0.006 0.210
factor(category_id)31 100 0 -0.015 0.066 -0.158 -0.008 0.147
factor(category_id)32 100 0 -0.017 0.067 -0.175 -0.018 0.184
factor(category_id)33 100 0 -0.012 0.068 -0.166 -0.015 0.163
factor(category_id)34 100 0 -0.005 0.061 -0.157 -0.002 0.165
factor(category_id)35 100 0 -0.012 0.057 -0.136 -0.006 0.146
factor(category_id)36 100 0 -0.011 0.061 -0.164 -0.009 0.158
factor(category_id)37 100 0 -0.008 0.058 -0.132 -0.012 0.219
factor(category_id)38 100 0 -0.014 0.067 -0.142 -0.011 0.192
factor(category_id)39 100 0 -0.006 0.063 -0.193 -0.007 0.166
factor(category_id)40 100 0 -0.009 0.056 -0.116 -0.014 0.144
factor(category_id)41 100 0 -0.007 0.070 -0.189 0.000 0.159
factor(category_id)42 100 0 -0.012 0.066 -0.146 -0.016 0.126
factor(category_id)43 100 0 -0.017 0.057 -0.151 -0.012 0.153
factor(category_id)44 100 0 -0.014 0.065 -0.192 -0.014 0.161
factor(category_id)45 100 0 -0.016 0.066 -0.163 -0.014 0.165
factor(category_id)46 100 0 -0.013 0.065 -0.144 -0.010 0.155
factor(category_id)47 100 0 -0.009 0.061 -0.158 -0.016 0.138
factor(category_id)48 100 0 -0.013 0.065 -0.198 -0.014 0.197
factor(category_id)49 100 0 -0.011 0.058 -0.179 -0.010 0.180
factor(category_id)50 100 0 -0.009 0.064 -0.157 -0.010 0.225
factor(worker_id)2:factor(category_id)2 100 0 0.015 0.086 -0.186 0.027 0.301
factor(worker_id)3:factor(category_id)2 100 0 0.018 0.078 -0.185 0.013 0.204
factor(worker_id)4:factor(category_id)2 100 0 0.024 0.085 -0.190 0.024 0.193
factor(worker_id)5:factor(category_id)2 100 0 0.028 0.088 -0.148 0.018 0.281
factor(worker_id)2:factor(category_id)3 100 0 0.010 0.079 -0.233 0.016 0.152
factor(worker_id)3:factor(category_id)3 100 0 0.014 0.082 -0.178 0.012 0.245
factor(worker_id)4:factor(category_id)3 100 0 0.014 0.094 -0.301 0.031 0.222
factor(worker_id)5:factor(category_id)3 100 0 0.020 0.082 -0.210 0.015 0.211
factor(worker_id)2:factor(category_id)4 100 0 0.008 0.090 -0.234 0.017 0.214
factor(worker_id)3:factor(category_id)4 100 0 0.012 0.089 -0.251 0.012 0.236
factor(worker_id)4:factor(category_id)4 100 0 0.022 0.097 -0.256 0.016 0.242
factor(worker_id)5:factor(category_id)4 100 0 0.017 0.097 -0.148 0.008 0.256
factor(worker_id)2:factor(category_id)5 100 0 0.014 0.086 -0.208 0.006 0.241
factor(worker_id)3:factor(category_id)5 100 0 0.004 0.084 -0.213 0.003 0.254
factor(worker_id)4:factor(category_id)5 100 0 0.006 0.087 -0.205 0.000 0.200
factor(worker_id)5:factor(category_id)5 100 0 0.020 0.079 -0.191 0.022 0.191
factor(worker_id)2:factor(category_id)6 100 0 0.012 0.085 -0.198 0.019 0.237
factor(worker_id)3:factor(category_id)6 100 0 0.016 0.092 -0.274 0.028 0.204
factor(worker_id)4:factor(category_id)6 100 0 0.018 0.100 -0.270 0.014 0.331
factor(worker_id)5:factor(category_id)6 100 0 0.016 0.091 -0.207 0.008 0.300
factor(worker_id)2:factor(category_id)7 100 0 0.009 0.087 -0.190 0.011 0.188
factor(worker_id)3:factor(category_id)7 100 0 0.006 0.082 -0.190 0.012 0.261
factor(worker_id)4:factor(category_id)7 100 0 0.011 0.087 -0.241 0.024 0.220
factor(worker_id)5:factor(category_id)7 100 0 0.016 0.082 -0.144 0.015 0.256
factor(worker_id)2:factor(category_id)8 100 0 0.006 0.092 -0.212 -0.002 0.269
factor(worker_id)3:factor(category_id)8 100 0 0.008 0.078 -0.197 0.011 0.214
factor(worker_id)4:factor(category_id)8 100 0 0.015 0.091 -0.303 0.021 0.249
factor(worker_id)5:factor(category_id)8 100 0 0.014 0.084 -0.178 0.018 0.202
factor(worker_id)2:factor(category_id)9 100 0 0.022 0.080 -0.181 0.017 0.256
factor(worker_id)3:factor(category_id)9 100 0 0.034 0.095 -0.212 0.038 0.245
factor(worker_id)4:factor(category_id)9 100 0 0.029 0.088 -0.262 0.025 0.232
factor(worker_id)5:factor(category_id)9 100 0 0.021 0.094 -0.223 0.020 0.260
factor(worker_id)2:factor(category_id)10 100 0 0.019 0.082 -0.184 0.031 0.212
factor(worker_id)3:factor(category_id)10 100 0 0.016 0.083 -0.211 0.020 0.188
factor(worker_id)4:factor(category_id)10 100 0 0.023 0.086 -0.233 0.026 0.249
factor(worker_id)5:factor(category_id)10 100 0 0.024 0.090 -0.209 0.016 0.263
factor(worker_id)2:factor(category_id)11 100 0 0.018 0.086 -0.232 0.006 0.233
factor(worker_id)3:factor(category_id)11 100 0 0.016 0.090 -0.184 0.019 0.197
factor(worker_id)4:factor(category_id)11 100 0 0.014 0.098 -0.262 0.020 0.267
factor(worker_id)5:factor(category_id)11 100 0 0.019 0.090 -0.217 0.014 0.205
factor(worker_id)2:factor(category_id)12 100 0 0.023 0.094 -0.245 0.033 0.255
factor(worker_id)3:factor(category_id)12 100 0 0.016 0.089 -0.196 0.014 0.265
factor(worker_id)4:factor(category_id)12 100 0 0.017 0.092 -0.205 0.021 0.224
factor(worker_id)5:factor(category_id)12 100 0 0.023 0.086 -0.157 0.023 0.227
factor(worker_id)2:factor(category_id)13 100 0 0.022 0.077 -0.152 0.023 0.194
factor(worker_id)3:factor(category_id)13 100 0 0.022 0.083 -0.154 0.022 0.243
factor(worker_id)4:factor(category_id)13 100 0 0.017 0.086 -0.150 0.011 0.346
factor(worker_id)5:factor(category_id)13 100 0 0.019 0.092 -0.225 0.022 0.218
factor(worker_id)2:factor(category_id)14 100 0 0.013 0.086 -0.193 0.019 0.211
factor(worker_id)3:factor(category_id)14 100 0 0.016 0.087 -0.218 0.024 0.290
factor(worker_id)4:factor(category_id)14 100 0 0.021 0.080 -0.159 0.023 0.173
factor(worker_id)5:factor(category_id)14 100 0 0.018 0.088 -0.181 0.007 0.218
factor(worker_id)2:factor(category_id)15 100 0 0.022 0.082 -0.142 0.024 0.230
factor(worker_id)3:factor(category_id)15 100 0 0.017 0.092 -0.197 0.015 0.206
factor(worker_id)4:factor(category_id)15 100 0 0.020 0.095 -0.239 0.022 0.238
factor(worker_id)5:factor(category_id)15 100 0 0.030 0.095 -0.185 0.030 0.276
factor(worker_id)2:factor(category_id)16 100 0 0.022 0.091 -0.140 0.018 0.287
factor(worker_id)3:factor(category_id)16 100 0 0.015 0.086 -0.138 0.006 0.240
factor(worker_id)4:factor(category_id)16 100 0 0.021 0.093 -0.209 0.020 0.222
factor(worker_id)5:factor(category_id)16 100 0 0.010 0.088 -0.166 0.009 0.211
factor(worker_id)2:factor(category_id)17 100 0 0.021 0.084 -0.216 0.015 0.206
factor(worker_id)3:factor(category_id)17 100 0 0.015 0.085 -0.198 0.010 0.246
factor(worker_id)4:factor(category_id)17 100 0 0.014 0.083 -0.191 0.015 0.220
factor(worker_id)5:factor(category_id)17 100 0 0.020 0.085 -0.187 0.016 0.246
factor(worker_id)2:factor(category_id)18 100 0 0.006 0.095 -0.229 0.000 0.279
factor(worker_id)3:factor(category_id)18 100 0 0.010 0.087 -0.198 0.017 0.192
factor(worker_id)4:factor(category_id)18 100 0 0.010 0.099 -0.206 0.018 0.296
factor(worker_id)5:factor(category_id)18 100 0 0.024 0.096 -0.232 0.035 0.268
factor(worker_id)2:factor(category_id)19 100 0 0.022 0.083 -0.173 0.024 0.227
factor(worker_id)3:factor(category_id)19 100 0 0.017 0.086 -0.170 0.017 0.237
factor(worker_id)4:factor(category_id)19 100 0 0.012 0.092 -0.228 0.014 0.238
factor(worker_id)5:factor(category_id)19 100 0 0.006 0.088 -0.168 -0.004 0.219
factor(worker_id)2:factor(category_id)20 100 0 0.023 0.089 -0.209 0.028 0.202
factor(worker_id)3:factor(category_id)20 100 0 0.015 0.084 -0.185 0.006 0.221
factor(worker_id)4:factor(category_id)20 100 0 0.020 0.088 -0.210 0.021 0.253
factor(worker_id)5:factor(category_id)20 100 0 0.022 0.089 -0.218 0.029 0.215
factor(worker_id)2:factor(category_id)21 100 0 0.010 0.084 -0.195 0.017 0.237
factor(worker_id)3:factor(category_id)21 100 0 0.014 0.082 -0.235 0.015 0.173
factor(worker_id)4:factor(category_id)21 100 0 0.023 0.099 -0.171 0.021 0.258
factor(worker_id)5:factor(category_id)21 100 0 0.022 0.092 -0.180 0.013 0.229
factor(worker_id)2:factor(category_id)22 100 0 0.011 0.076 -0.182 0.010 0.160
factor(worker_id)3:factor(category_id)22 100 0 0.010 0.085 -0.153 0.012 0.206
factor(worker_id)4:factor(category_id)22 100 0 0.011 0.091 -0.212 -0.001 0.261
factor(worker_id)5:factor(category_id)22 100 0 0.020 0.085 -0.171 0.007 0.212
factor(worker_id)2:factor(category_id)23 100 0 0.010 0.082 -0.203 0.004 0.234
factor(worker_id)3:factor(category_id)23 100 0 0.018 0.084 -0.200 0.016 0.246
factor(worker_id)4:factor(category_id)23 100 0 0.018 0.088 -0.197 0.013 0.206
factor(worker_id)5:factor(category_id)23 100 0 0.015 0.084 -0.204 0.009 0.221
factor(worker_id)2:factor(category_id)24 100 0 0.010 0.090 -0.219 0.017 0.195
factor(worker_id)3:factor(category_id)24 100 0 0.010 0.084 -0.177 0.015 0.195
factor(worker_id)4:factor(category_id)24 100 0 0.005 0.088 -0.240 0.004 0.219
factor(worker_id)5:factor(category_id)24 100 0 0.015 0.076 -0.154 0.006 0.216
factor(worker_id)2:factor(category_id)25 100 0 0.008 0.085 -0.238 0.012 0.258
factor(worker_id)3:factor(category_id)25 100 0 0.009 0.089 -0.186 0.014 0.225
factor(worker_id)4:factor(category_id)25 100 0 0.010 0.093 -0.262 0.019 0.175
factor(worker_id)5:factor(category_id)25 100 0 0.009 0.086 -0.273 0.006 0.224
factor(worker_id)2:factor(category_id)26 100 0 0.012 0.091 -0.226 0.004 0.278
factor(worker_id)3:factor(category_id)26 100 0 0.019 0.085 -0.186 0.026 0.242
factor(worker_id)4:factor(category_id)26 100 0 0.017 0.080 -0.215 0.024 0.224
factor(worker_id)5:factor(category_id)26 100 0 0.024 0.084 -0.185 0.029 0.180
factor(worker_id)2:factor(category_id)27 100 0 0.016 0.088 -0.223 0.017 0.296
factor(worker_id)3:factor(category_id)27 100 0 0.019 0.089 -0.220 0.019 0.255
factor(worker_id)4:factor(category_id)27 100 0 0.015 0.096 -0.207 0.016 0.303
factor(worker_id)5:factor(category_id)27 100 0 0.024 0.091 -0.152 0.020 0.265
factor(worker_id)2:factor(category_id)28 100 0 0.028 0.093 -0.146 0.028 0.293
factor(worker_id)3:factor(category_id)28 100 0 0.029 0.083 -0.155 0.027 0.250
factor(worker_id)4:factor(category_id)28 100 0 0.029 0.089 -0.197 0.031 0.289
factor(worker_id)5:factor(category_id)28 100 0 0.038 0.088 -0.226 0.027 0.282
factor(worker_id)2:factor(category_id)29 100 0 0.001 0.085 -0.211 -0.006 0.216
factor(worker_id)3:factor(category_id)29 100 0 0.008 0.096 -0.238 0.005 0.251
factor(worker_id)4:factor(category_id)29 100 0 0.008 0.089 -0.203 0.019 0.223
factor(worker_id)5:factor(category_id)29 100 0 0.014 0.083 -0.191 0.023 0.227
factor(worker_id)2:factor(category_id)30 100 0 0.008 0.089 -0.221 0.004 0.245
factor(worker_id)3:factor(category_id)30 100 0 0.010 0.080 -0.237 0.008 0.184
factor(worker_id)4:factor(category_id)30 100 0 0.015 0.089 -0.335 0.025 0.218
factor(worker_id)5:factor(category_id)30 100 0 0.016 0.083 -0.210 0.021 0.210
factor(worker_id)2:factor(category_id)31 100 0 0.009 0.090 -0.178 0.003 0.245
factor(worker_id)3:factor(category_id)31 100 0 0.020 0.090 -0.233 0.018 0.260
factor(worker_id)4:factor(category_id)31 100 0 0.021 0.097 -0.242 0.024 0.236
factor(worker_id)5:factor(category_id)31 100 0 0.020 0.093 -0.212 0.010 0.252
factor(worker_id)2:factor(category_id)32 100 0 0.014 0.087 -0.173 0.016 0.248
factor(worker_id)3:factor(category_id)32 100 0 0.013 0.085 -0.155 0.016 0.178
factor(worker_id)4:factor(category_id)32 100 0 0.026 0.093 -0.230 0.024 0.275
factor(worker_id)5:factor(category_id)32 100 0 0.026 0.089 -0.245 0.033 0.250
factor(worker_id)2:factor(category_id)33 100 0 0.013 0.083 -0.199 0.015 0.185
factor(worker_id)3:factor(category_id)33 100 0 0.014 0.084 -0.181 0.015 0.203
factor(worker_id)4:factor(category_id)33 100 0 0.016 0.081 -0.220 0.022 0.208
factor(worker_id)5:factor(category_id)33 100 0 0.018 0.097 -0.215 0.012 0.254
factor(worker_id)2:factor(category_id)34 100 0 0.005 0.102 -0.250 0.009 0.278
factor(worker_id)3:factor(category_id)34 100 0 0.005 0.079 -0.234 -0.002 0.184
factor(worker_id)4:factor(category_id)34 100 0 0.014 0.085 -0.189 0.017 0.252
factor(worker_id)5:factor(category_id)34 100 0 0.017 0.087 -0.193 0.008 0.247
factor(worker_id)2:factor(category_id)35 100 0 0.015 0.078 -0.165 0.009 0.182
factor(worker_id)3:factor(category_id)35 100 0 0.013 0.080 -0.172 0.006 0.190
factor(worker_id)4:factor(category_id)35 100 0 0.014 0.081 -0.193 0.008 0.179
factor(worker_id)5:factor(category_id)35 100 0 0.022 0.087 -0.213 0.017 0.247
factor(worker_id)2:factor(category_id)36 100 0 0.013 0.088 -0.173 0.019 0.192
factor(worker_id)3:factor(category_id)36 100 0 0.005 0.081 -0.195 0.000 0.241
factor(worker_id)4:factor(category_id)36 100 0 0.016 0.086 -0.212 0.018 0.242
factor(worker_id)5:factor(category_id)36 100 0 0.020 0.091 -0.253 0.012 0.332
factor(worker_id)2:factor(category_id)37 100 0 0.002 0.089 -0.224 0.003 0.276
factor(worker_id)3:factor(category_id)37 100 0 0.009 0.092 -0.239 0.004 0.186
factor(worker_id)4:factor(category_id)37 100 0 0.012 0.085 -0.240 0.010 0.236
factor(worker_id)5:factor(category_id)37 100 0 0.012 0.088 -0.235 0.019 0.182
factor(worker_id)2:factor(category_id)38 100 0 0.013 0.071 -0.113 0.015 0.187
factor(worker_id)3:factor(category_id)38 100 0 0.013 0.089 -0.233 0.014 0.191
factor(worker_id)4:factor(category_id)38 100 0 0.019 0.086 -0.250 0.016 0.195
factor(worker_id)5:factor(category_id)38 100 0 0.023 0.090 -0.193 0.013 0.253
factor(worker_id)2:factor(category_id)39 100 0 0.018 0.084 -0.164 0.011 0.217
factor(worker_id)3:factor(category_id)39 100 0 0.011 0.085 -0.194 0.023 0.223
factor(worker_id)4:factor(category_id)39 100 0 0.016 0.092 -0.234 0.015 0.309
factor(worker_id)5:factor(category_id)39 100 0 0.019 0.090 -0.223 0.024 0.266
factor(worker_id)2:factor(category_id)40 100 0 0.004 0.071 -0.170 -0.002 0.182
factor(worker_id)3:factor(category_id)40 100 0 0.007 0.083 -0.255 0.014 0.187
factor(worker_id)4:factor(category_id)40 100 0 0.009 0.080 -0.227 0.017 0.230
factor(worker_id)5:factor(category_id)40 100 0 0.011 0.079 -0.159 0.009 0.167
factor(worker_id)2:factor(category_id)41 100 0 0.012 0.103 -0.209 0.016 0.249
factor(worker_id)3:factor(category_id)41 100 0 0.008 0.093 -0.178 0.007 0.228
factor(worker_id)4:factor(category_id)41 100 0 0.015 0.097 -0.241 0.003 0.340
factor(worker_id)5:factor(category_id)41 100 0 0.018 0.093 -0.218 0.028 0.311
factor(worker_id)2:factor(category_id)42 100 0 0.013 0.084 -0.216 0.007 0.219
factor(worker_id)3:factor(category_id)42 100 0 0.025 0.088 -0.169 0.037 0.224
factor(worker_id)4:factor(category_id)42 100 0 0.011 0.093 -0.224 0.021 0.208
factor(worker_id)5:factor(category_id)42 100 0 0.018 0.093 -0.178 0.025 0.226
factor(worker_id)2:factor(category_id)43 100 0 0.020 0.072 -0.190 0.023 0.186
factor(worker_id)3:factor(category_id)43 100 0 0.017 0.076 -0.176 0.015 0.216
factor(worker_id)4:factor(category_id)43 100 0 0.027 0.081 -0.219 0.028 0.205
factor(worker_id)5:factor(category_id)43 100 0 0.029 0.078 -0.201 0.030 0.257
factor(worker_id)2:factor(category_id)44 100 0 0.013 0.089 -0.222 0.018 0.234
factor(worker_id)3:factor(category_id)44 100 0 0.010 0.083 -0.191 0.011 0.228
factor(worker_id)4:factor(category_id)44 100 0 0.021 0.104 -0.239 0.023 0.250
factor(worker_id)5:factor(category_id)44 100 0 0.020 0.092 -0.238 0.024 0.242
factor(worker_id)2:factor(category_id)45 100 0 0.016 0.082 -0.202 0.017 0.207
factor(worker_id)3:factor(category_id)45 100 0 0.020 0.093 -0.214 0.008 0.239
factor(worker_id)4:factor(category_id)45 100 0 0.021 0.081 -0.150 0.024 0.208
factor(worker_id)5:factor(category_id)45 100 0 0.024 0.097 -0.224 0.028 0.252
factor(worker_id)2:factor(category_id)46 100 0 0.017 0.083 -0.189 0.021 0.291
factor(worker_id)3:factor(category_id)46 100 0 0.009 0.084 -0.161 0.000 0.301
factor(worker_id)4:factor(category_id)46 100 0 0.011 0.088 -0.220 0.012 0.184
factor(worker_id)5:factor(category_id)46 100 0 0.030 0.085 -0.226 0.028 0.294
factor(worker_id)2:factor(category_id)47 100 0 0.003 0.082 -0.203 0.003 0.265
factor(worker_id)3:factor(category_id)47 100 0 0.022 0.085 -0.190 0.013 0.258
factor(worker_id)4:factor(category_id)47 100 0 0.007 0.081 -0.182 0.000 0.217
factor(worker_id)5:factor(category_id)47 100 0 0.018 0.096 -0.180 0.011 0.324
factor(worker_id)2:factor(category_id)48 100 0 0.022 0.093 -0.234 0.027 0.216
factor(worker_id)3:factor(category_id)48 100 0 0.024 0.084 -0.221 0.025 0.249
factor(worker_id)4:factor(category_id)48 100 0 0.013 0.089 -0.265 0.006 0.240
factor(worker_id)5:factor(category_id)48 100 0 0.014 0.095 -0.304 0.004 0.260
factor(worker_id)2:factor(category_id)49 100 0 0.007 0.079 -0.231 0.009 0.156
factor(worker_id)3:factor(category_id)49 100 0 0.018 0.077 -0.182 0.018 0.215
factor(worker_id)4:factor(category_id)49 100 0 0.015 0.087 -0.262 0.021 0.229
factor(worker_id)5:factor(category_id)49 100 0 0.016 0.097 -0.187 0.016 0.234
factor(worker_id)2:factor(category_id)50 100 0 0.018 0.081 -0.230 0.017 0.194
factor(worker_id)3:factor(category_id)50 100 0 0.016 0.090 -0.181 0.012 0.277
factor(worker_id)4:factor(category_id)50 100 0 0.016 0.095 -0.321 0.024 0.248
factor(worker_id)5:factor(category_id)50 100 0 0.012 0.091 -0.227 0.010 0.222

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(category_id)21 1
factor(category_id)22 1
factor(category_id)23 1
factor(category_id)24 1
factor(category_id)25 1
factor(category_id)26 1
factor(category_id)27 1
factor(category_id)28 1
factor(category_id)29 1
factor(category_id)30 1
factor(category_id)31 1
factor(category_id)32 1
factor(category_id)33 1
factor(category_id)34 1
factor(category_id)35 1
factor(category_id)36 1
factor(category_id)37 1
factor(category_id)38 1
factor(category_id)39 1
factor(category_id)40 1
factor(category_id)41 1
factor(category_id)42 1
factor(category_id)43 1
factor(category_id)44 1
factor(category_id)45 1
factor(category_id)46 1
factor(category_id)47 1
factor(category_id)48 1
factor(category_id)49 1
factor(category_id)50 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 1
factor(worker_id)4:factor(category_id)2 1
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0.02
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0.52
factor(worker_id)5:factor(category_id)4 0.09
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 1
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 0
factor(worker_id)5:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)3:factor(category_id)7 0.62
factor(worker_id)4:factor(category_id)7 0.99
factor(worker_id)5:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 1
factor(worker_id)5:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)3:factor(category_id)9 0
factor(worker_id)4:factor(category_id)9 1
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)3:factor(category_id)10 0
factor(worker_id)4:factor(category_id)10 1
factor(worker_id)5:factor(category_id)10 1
factor(worker_id)2:factor(category_id)11 0
factor(worker_id)3:factor(category_id)11 0
factor(worker_id)4:factor(category_id)11 0
factor(worker_id)5:factor(category_id)11 0
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)3:factor(category_id)12 0
factor(worker_id)4:factor(category_id)12 1
factor(worker_id)5:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 0.02
factor(worker_id)3:factor(category_id)13 0
factor(worker_id)4:factor(category_id)13 0.01
factor(worker_id)5:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)3:factor(category_id)14 0
factor(worker_id)4:factor(category_id)14 0
factor(worker_id)5:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)3:factor(category_id)15 0
factor(worker_id)4:factor(category_id)15 1
factor(worker_id)5:factor(category_id)15 0
factor(worker_id)2:factor(category_id)16 0
factor(worker_id)3:factor(category_id)16 0
factor(worker_id)4:factor(category_id)16 1
factor(worker_id)5:factor(category_id)16 1
factor(worker_id)2:factor(category_id)17 0
factor(worker_id)3:factor(category_id)17 0
factor(worker_id)4:factor(category_id)17 1
factor(worker_id)5:factor(category_id)17 0.03
factor(worker_id)2:factor(category_id)18 1
factor(worker_id)3:factor(category_id)18 0
factor(worker_id)4:factor(category_id)18 1
factor(worker_id)5:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 0
factor(worker_id)3:factor(category_id)19 0
factor(worker_id)4:factor(category_id)19 0
factor(worker_id)5:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 0
factor(worker_id)3:factor(category_id)20 1
factor(worker_id)4:factor(category_id)20 0.99
factor(worker_id)5:factor(category_id)20 0
factor(worker_id)2:factor(category_id)21 0
factor(worker_id)3:factor(category_id)21 0
factor(worker_id)4:factor(category_id)21 1
factor(worker_id)5:factor(category_id)21 1
factor(worker_id)2:factor(category_id)22 0
factor(worker_id)3:factor(category_id)22 0
factor(worker_id)4:factor(category_id)22 0
factor(worker_id)5:factor(category_id)22 0
factor(worker_id)2:factor(category_id)23 1
factor(worker_id)3:factor(category_id)23 0
factor(worker_id)4:factor(category_id)23 1
factor(worker_id)5:factor(category_id)23 1
factor(worker_id)2:factor(category_id)24 1
factor(worker_id)3:factor(category_id)24 0
factor(worker_id)4:factor(category_id)24 1
factor(worker_id)5:factor(category_id)24 0
factor(worker_id)2:factor(category_id)25 0
factor(worker_id)3:factor(category_id)25 0.77
factor(worker_id)4:factor(category_id)25 1
factor(worker_id)5:factor(category_id)25 0.85
factor(worker_id)2:factor(category_id)26 0
factor(worker_id)3:factor(category_id)26 0
factor(worker_id)4:factor(category_id)26 0
factor(worker_id)5:factor(category_id)26 0
factor(worker_id)2:factor(category_id)27 0
factor(worker_id)3:factor(category_id)27 1
factor(worker_id)4:factor(category_id)27 0
factor(worker_id)5:factor(category_id)27 1
factor(worker_id)2:factor(category_id)28 0
factor(worker_id)3:factor(category_id)28 0
factor(worker_id)4:factor(category_id)28 1
factor(worker_id)5:factor(category_id)28 0
factor(worker_id)2:factor(category_id)29 0
factor(worker_id)3:factor(category_id)29 0
factor(worker_id)4:factor(category_id)29 0
factor(worker_id)5:factor(category_id)29 0
factor(worker_id)2:factor(category_id)30 1
factor(worker_id)3:factor(category_id)30 0
factor(worker_id)4:factor(category_id)30 1
factor(worker_id)5:factor(category_id)30 0.01
factor(worker_id)2:factor(category_id)31 1
factor(worker_id)3:factor(category_id)31 1
factor(worker_id)4:factor(category_id)31 1
factor(worker_id)5:factor(category_id)31 1
factor(worker_id)2:factor(category_id)32 0
factor(worker_id)3:factor(category_id)32 0
factor(worker_id)4:factor(category_id)32 0
factor(worker_id)5:factor(category_id)32 0
factor(worker_id)2:factor(category_id)33 1
factor(worker_id)3:factor(category_id)33 0
factor(worker_id)4:factor(category_id)33 1
factor(worker_id)5:factor(category_id)33 1
factor(worker_id)2:factor(category_id)34 0
factor(worker_id)3:factor(category_id)34 0
factor(worker_id)4:factor(category_id)34 0
factor(worker_id)5:factor(category_id)34 0
factor(worker_id)2:factor(category_id)35 0
factor(worker_id)3:factor(category_id)35 0
factor(worker_id)4:factor(category_id)35 0
factor(worker_id)5:factor(category_id)35 0
factor(worker_id)2:factor(category_id)36 0
factor(worker_id)3:factor(category_id)36 1
factor(worker_id)4:factor(category_id)36 1
factor(worker_id)5:factor(category_id)36 1
factor(worker_id)2:factor(category_id)37 1
factor(worker_id)3:factor(category_id)37 0
factor(worker_id)4:factor(category_id)37 1
factor(worker_id)5:factor(category_id)37 0
factor(worker_id)2:factor(category_id)38 0
factor(worker_id)3:factor(category_id)38 0
factor(worker_id)4:factor(category_id)38 0
factor(worker_id)5:factor(category_id)38 0
factor(worker_id)2:factor(category_id)39 0
factor(worker_id)3:factor(category_id)39 0
factor(worker_id)4:factor(category_id)39 1
factor(worker_id)5:factor(category_id)39 0
factor(worker_id)2:factor(category_id)40 0
factor(worker_id)3:factor(category_id)40 0
factor(worker_id)4:factor(category_id)40 1
factor(worker_id)5:factor(category_id)40 0
factor(worker_id)2:factor(category_id)41 0
factor(worker_id)3:factor(category_id)41 0
factor(worker_id)4:factor(category_id)41 0
factor(worker_id)5:factor(category_id)41 0
factor(worker_id)2:factor(category_id)42 0
factor(worker_id)3:factor(category_id)42 0
factor(worker_id)4:factor(category_id)42 0.02
factor(worker_id)5:factor(category_id)42 0
factor(worker_id)2:factor(category_id)43 0
factor(worker_id)3:factor(category_id)43 0
factor(worker_id)4:factor(category_id)43 1
factor(worker_id)5:factor(category_id)43 1
factor(worker_id)2:factor(category_id)44 0
factor(worker_id)3:factor(category_id)44 0
factor(worker_id)4:factor(category_id)44 1
factor(worker_id)5:factor(category_id)44 0
factor(worker_id)2:factor(category_id)45 0
factor(worker_id)3:factor(category_id)45 0.08
factor(worker_id)4:factor(category_id)45 1
factor(worker_id)5:factor(category_id)45 0
factor(worker_id)2:factor(category_id)46 0
factor(worker_id)3:factor(category_id)46 0
factor(worker_id)4:factor(category_id)46 0
factor(worker_id)5:factor(category_id)46 0
factor(worker_id)2:factor(category_id)47 0
factor(worker_id)3:factor(category_id)47 0
factor(worker_id)4:factor(category_id)47 0
factor(worker_id)5:factor(category_id)47 0
factor(worker_id)2:factor(category_id)48 0
factor(worker_id)3:factor(category_id)48 0
factor(worker_id)4:factor(category_id)48 1
factor(worker_id)5:factor(category_id)48 0
factor(worker_id)2:factor(category_id)49 0
factor(worker_id)3:factor(category_id)49 0
factor(worker_id)4:factor(category_id)49 0
factor(worker_id)5:factor(category_id)49 0
factor(worker_id)2:factor(category_id)50 1
factor(worker_id)3:factor(category_id)50 1
factor(worker_id)4:factor(category_id)50 1
factor(worker_id)5:factor(category_id)50 1

Significant match effect number = 55 out of 196

worker=10 category=5 data

num_process = 10, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.027 0.294 -0.752 -0.048 0.702
factor(worker_id)2 100 0 -0.017 0.443 -1.068 0.029 1.044
factor(worker_id)3 100 0 0.048 0.434 -1.080 0.081 1.039
factor(worker_id)4 100 0 0.008 0.437 -1.032 -0.021 1.383
factor(worker_id)5 100 0 0.024 0.466 -0.889 0.000 1.108
factor(worker_id)6 100 0 -0.010 0.406 -0.979 -0.069 0.933
factor(worker_id)7 100 0 0.019 0.458 -1.074 -0.065 1.212
factor(worker_id)8 100 0 0.044 0.454 -0.929 0.028 1.139
factor(worker_id)9 100 0 0.069 0.422 -1.083 0.058 1.072
factor(worker_id)10 100 0 0.033 0.473 -1.267 0.053 1.008
factor(category_id)2 100 0 0.001 0.400 -0.994 -0.034 1.162
factor(category_id)3 100 0 -0.003 0.406 -0.830 -0.001 1.269
factor(category_id)4 100 0 0.031 0.444 -1.021 0.010 1.385
factor(category_id)5 100 0 0.002 0.460 -1.131 -0.030 1.193
factor(worker_id)2:factor(category_id)2 100 0 0.038 0.714 -2.358 0.002 1.966
factor(worker_id)3:factor(category_id)2 100 0 -0.106 0.564 -1.582 -0.059 1.213
factor(worker_id)4:factor(category_id)2 100 0 0.019 0.632 -1.697 0.088 1.699
factor(worker_id)5:factor(category_id)2 100 0 -0.026 0.596 -1.702 -0.023 1.572
factor(worker_id)6:factor(category_id)2 100 0 0.062 0.640 -1.677 0.085 1.758
factor(worker_id)7:factor(category_id)2 100 0 0.006 0.628 -1.691 0.041 1.490
factor(worker_id)8:factor(category_id)2 100 0 -0.037 0.627 -1.457 -0.083 1.636
factor(worker_id)9:factor(category_id)2 100 0 -0.048 0.587 -1.468 0.007 1.703
factor(worker_id)10:factor(category_id)2 100 0 -0.032 0.650 -1.753 -0.003 1.770
factor(worker_id)2:factor(category_id)3 100 0 0.033 0.590 -1.334 0.035 1.589
factor(worker_id)3:factor(category_id)3 100 0 -0.035 0.598 -1.955 -0.053 1.296
factor(worker_id)4:factor(category_id)3 100 0 0.019 0.638 -1.833 0.041 1.381
factor(worker_id)5:factor(category_id)3 100 0 0.018 0.632 -1.458 -0.034 1.810
factor(worker_id)6:factor(category_id)3 100 0 0.074 0.618 -1.498 0.032 1.272
factor(worker_id)7:factor(category_id)3 100 0 -0.038 0.555 -1.572 -0.087 1.579
factor(worker_id)8:factor(category_id)3 100 0 -0.031 0.633 -1.631 -0.007 1.436
factor(worker_id)9:factor(category_id)3 100 0 -0.019 0.595 -1.466 0.011 1.468
factor(worker_id)10:factor(category_id)3 100 0 0.020 0.642 -1.555 0.048 1.445
factor(worker_id)2:factor(category_id)4 100 0 -0.010 0.620 -1.340 0.047 1.150
factor(worker_id)3:factor(category_id)4 100 0 -0.046 0.585 -1.313 -0.048 1.290
factor(worker_id)4:factor(category_id)4 100 0 0.081 0.674 -1.482 0.046 1.673
factor(worker_id)5:factor(category_id)4 100 0 -0.087 0.649 -1.715 -0.074 1.537
factor(worker_id)6:factor(category_id)4 100 0 0.041 0.598 -1.468 0.021 1.365
factor(worker_id)7:factor(category_id)4 100 0 -0.057 0.699 -1.680 -0.065 1.348
factor(worker_id)8:factor(category_id)4 100 0 -0.107 0.628 -1.684 -0.010 1.402
factor(worker_id)9:factor(category_id)4 100 0 -0.095 0.578 -1.377 -0.169 1.325
factor(worker_id)10:factor(category_id)4 100 0 -0.072 0.680 -1.358 -0.018 1.326
factor(worker_id)2:factor(category_id)5 100 0 0.016 0.611 -1.616 0.042 1.617
factor(worker_id)3:factor(category_id)5 100 0 0.005 0.649 -1.462 -0.047 1.631
factor(worker_id)4:factor(category_id)5 100 0 0.067 0.635 -1.379 -0.026 1.583
factor(worker_id)5:factor(category_id)5 100 0 -0.021 0.690 -1.602 -0.004 1.451
factor(worker_id)6:factor(category_id)5 100 0 0.002 0.618 -1.634 -0.060 1.617
factor(worker_id)7:factor(category_id)5 100 0 0.044 0.661 -1.608 0.061 1.490
factor(worker_id)8:factor(category_id)5 100 0 0.000 0.691 -1.701 0.016 1.400
factor(worker_id)9:factor(category_id)5 100 0 -0.044 0.636 -1.732 -0.055 1.391
factor(worker_id)10:factor(category_id)5 100 0 -0.046 0.614 -2.021 0.069 1.190

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(worker_id)3 0.01
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 0.16
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0.83
factor(worker_id)3:factor(category_id)2 0.43
factor(worker_id)4:factor(category_id)2 0.01
factor(worker_id)5:factor(category_id)2 0.35
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0.69
factor(worker_id)10:factor(category_id)2 0.05
factor(worker_id)2:factor(category_id)3 0.06
factor(worker_id)3:factor(category_id)3 0.43
factor(worker_id)4:factor(category_id)3 0.05
factor(worker_id)5:factor(category_id)3 0.12
factor(worker_id)6:factor(category_id)3 0.06
factor(worker_id)7:factor(category_id)3 0
factor(worker_id)8:factor(category_id)3 0
factor(worker_id)9:factor(category_id)3 0.02
factor(worker_id)10:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)3:factor(category_id)4 0.78
factor(worker_id)4:factor(category_id)4 0.46
factor(worker_id)5:factor(category_id)4 0.6
factor(worker_id)6:factor(category_id)4 0.95
factor(worker_id)7:factor(category_id)4 0.9
factor(worker_id)8:factor(category_id)4 0
factor(worker_id)9:factor(category_id)4 0.96
factor(worker_id)10:factor(category_id)4 0.05
factor(worker_id)2:factor(category_id)5 0.97
factor(worker_id)3:factor(category_id)5 0.71
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0.9
factor(worker_id)6:factor(category_id)5 0.5
factor(worker_id)7:factor(category_id)5 1
factor(worker_id)8:factor(category_id)5 0.02
factor(worker_id)9:factor(category_id)5 0.11
factor(worker_id)10:factor(category_id)5 0.03

Significant match effect number = 8 out of 36

num_process = 20, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.018 0.218 -0.636 -0.011 0.439
factor(worker_id)2 100 0 0.006 0.336 -1.071 0.018 0.836
factor(worker_id)3 100 0 -0.010 0.288 -0.683 -0.043 0.830
factor(worker_id)4 100 0 -0.002 0.297 -0.622 0.009 0.836
factor(worker_id)5 100 0 -0.014 0.311 -0.567 -0.072 0.623
factor(worker_id)6 100 0 0.022 0.321 -0.800 0.009 0.851
factor(worker_id)7 100 0 0.015 0.326 -0.728 -0.037 0.814
factor(worker_id)8 100 0 -0.006 0.296 -0.637 -0.001 0.686
factor(worker_id)9 100 0 -0.013 0.344 -0.755 0.011 0.761
factor(worker_id)10 100 0 -0.018 0.350 -1.160 -0.004 0.769
factor(category_id)2 100 0 -0.014 0.288 -0.650 -0.017 0.694
factor(category_id)3 100 0 -0.016 0.309 -0.893 0.002 0.702
factor(category_id)4 100 0 0.010 0.286 -0.735 0.017 0.645
factor(category_id)5 100 0 0.003 0.306 -0.855 0.011 0.683
factor(worker_id)2:factor(category_id)2 100 0 0.014 0.407 -1.141 -0.027 0.841
factor(worker_id)3:factor(category_id)2 100 0 0.027 0.436 -1.071 0.039 1.007
factor(worker_id)4:factor(category_id)2 100 0 0.045 0.413 -0.963 0.022 1.219
factor(worker_id)5:factor(category_id)2 100 0 0.041 0.415 -0.741 0.024 0.938
factor(worker_id)6:factor(category_id)2 100 0 -0.032 0.433 -1.142 -0.047 0.958
factor(worker_id)7:factor(category_id)2 100 0 -0.004 0.492 -1.032 -0.017 1.130
factor(worker_id)8:factor(category_id)2 100 0 0.084 0.394 -0.856 0.065 0.908
factor(worker_id)9:factor(category_id)2 100 0 0.030 0.416 -0.966 0.049 0.946
factor(worker_id)10:factor(category_id)2 100 0 0.001 0.462 -1.191 0.022 0.962
factor(worker_id)2:factor(category_id)3 100 0 0.017 0.456 -0.915 0.018 1.332
factor(worker_id)3:factor(category_id)3 100 0 0.029 0.470 -1.284 0.076 1.450
factor(worker_id)4:factor(category_id)3 100 0 0.060 0.483 -0.949 0.030 1.236
factor(worker_id)5:factor(category_id)3 100 0 0.038 0.502 -1.099 0.032 1.227
factor(worker_id)6:factor(category_id)3 100 0 0.017 0.425 -1.292 0.060 0.896
factor(worker_id)7:factor(category_id)3 100 0 0.042 0.488 -1.188 0.067 1.242
factor(worker_id)8:factor(category_id)3 100 0 0.049 0.456 -1.043 0.091 1.057
factor(worker_id)9:factor(category_id)3 100 0 0.042 0.436 -1.110 0.044 0.997
factor(worker_id)10:factor(category_id)3 100 0 0.040 0.440 -0.939 0.061 1.356
factor(worker_id)2:factor(category_id)4 100 0 -0.047 0.432 -0.924 -0.098 1.221
factor(worker_id)3:factor(category_id)4 100 0 -0.008 0.425 -1.149 -0.007 1.479
factor(worker_id)4:factor(category_id)4 100 0 0.021 0.378 -0.761 0.014 0.920
factor(worker_id)5:factor(category_id)4 100 0 0.017 0.440 -1.113 0.062 1.014
factor(worker_id)6:factor(category_id)4 100 0 0.022 0.442 -1.382 0.070 0.928
factor(worker_id)7:factor(category_id)4 100 0 0.005 0.471 -1.167 0.043 1.069
factor(worker_id)8:factor(category_id)4 100 0 0.004 0.442 -0.882 0.002 1.259
factor(worker_id)9:factor(category_id)4 100 0 -0.015 0.462 -1.096 -0.049 0.892
factor(worker_id)10:factor(category_id)4 100 0 0.051 0.431 -0.786 -0.002 1.206
factor(worker_id)2:factor(category_id)5 100 0 0.008 0.483 -0.940 0.035 1.278
factor(worker_id)3:factor(category_id)5 100 0 0.008 0.428 -1.186 0.026 1.003
factor(worker_id)4:factor(category_id)5 100 0 -0.014 0.431 -1.207 -0.011 0.847
factor(worker_id)5:factor(category_id)5 100 0 -0.012 0.432 -1.048 0.003 1.068
factor(worker_id)6:factor(category_id)5 100 0 -0.014 0.440 -0.950 -0.043 1.205
factor(worker_id)7:factor(category_id)5 100 0 0.005 0.447 -0.971 0.050 1.274
factor(worker_id)8:factor(category_id)5 100 0 -0.005 0.415 -0.969 -0.021 0.994
factor(worker_id)9:factor(category_id)5 100 0 0.048 0.540 -1.072 -0.001 1.383
factor(worker_id)10:factor(category_id)5 100 0 0.056 0.445 -1.148 0.078 1.433

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.34
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 0.61
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 0.05
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0.1
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)6:factor(category_id)2 0.85
factor(worker_id)7:factor(category_id)2 1
factor(worker_id)8:factor(category_id)2 1
factor(worker_id)9:factor(category_id)2 1
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 1
factor(worker_id)6:factor(category_id)3 0.42
factor(worker_id)7:factor(category_id)3 0.77
factor(worker_id)8:factor(category_id)3 0.03
factor(worker_id)9:factor(category_id)3 0
factor(worker_id)10:factor(category_id)3 0.02
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0.01
factor(worker_id)6:factor(category_id)4 0
factor(worker_id)7:factor(category_id)4 0
factor(worker_id)8:factor(category_id)4 0
factor(worker_id)9:factor(category_id)4 0
factor(worker_id)10:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 1
factor(worker_id)6:factor(category_id)5 0.01
factor(worker_id)7:factor(category_id)5 0.87
factor(worker_id)8:factor(category_id)5 0.53
factor(worker_id)9:factor(category_id)5 1
factor(worker_id)10:factor(category_id)5 0.02

Significant match effect number = 10 out of 36

num_process = 30, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.002 0.199 -0.486 0.015 0.521
factor(worker_id)2 100 0 -0.026 0.261 -0.838 -0.036 0.675
factor(worker_id)3 100 0 -0.005 0.277 -0.721 0.013 0.687
factor(worker_id)4 100 0 -0.023 0.271 -0.836 0.019 0.533
factor(worker_id)5 100 0 0.003 0.285 -0.819 -0.003 0.791
factor(worker_id)6 100 0 0.027 0.261 -0.639 0.058 0.555
factor(worker_id)7 100 0 0.004 0.274 -0.625 -0.013 0.647
factor(worker_id)8 100 0 -0.004 0.268 -0.774 -0.004 0.540
factor(worker_id)9 100 0 -0.005 0.259 -0.640 0.008 0.587
factor(worker_id)10 100 0 0.011 0.299 -0.621 0.033 0.718
factor(category_id)2 100 0 0.000 0.281 -0.825 0.007 0.679
factor(category_id)3 100 0 -0.030 0.266 -0.670 -0.023 0.517
factor(category_id)4 100 0 0.056 0.267 -0.418 0.063 0.558
factor(category_id)5 100 0 -0.037 0.246 -0.640 -0.032 0.524
factor(worker_id)2:factor(category_id)2 100 0 0.003 0.355 -0.935 0.003 1.081
factor(worker_id)3:factor(category_id)2 100 0 0.005 0.396 -0.895 -0.008 1.125
factor(worker_id)4:factor(category_id)2 100 0 0.008 0.397 -0.733 -0.060 0.982
factor(worker_id)5:factor(category_id)2 100 0 0.005 0.393 -0.754 0.041 1.032
factor(worker_id)6:factor(category_id)2 100 0 -0.020 0.377 -0.703 -0.027 1.033
factor(worker_id)7:factor(category_id)2 100 0 -0.022 0.379 -0.850 -0.033 0.786
factor(worker_id)8:factor(category_id)2 100 0 -0.011 0.361 -0.852 0.023 0.917
factor(worker_id)9:factor(category_id)2 100 0 -0.010 0.378 -0.923 -0.058 0.731
factor(worker_id)10:factor(category_id)2 100 0 -0.049 0.388 -0.804 -0.026 1.004
factor(worker_id)2:factor(category_id)3 100 0 0.045 0.376 -0.776 0.086 1.196
factor(worker_id)3:factor(category_id)3 100 0 -0.003 0.416 -1.040 -0.008 0.958
factor(worker_id)4:factor(category_id)3 100 0 0.070 0.348 -0.740 0.029 1.072
factor(worker_id)5:factor(category_id)3 100 0 0.009 0.408 -0.937 -0.038 0.980
factor(worker_id)6:factor(category_id)3 100 0 0.005 0.364 -0.833 -0.018 0.819
factor(worker_id)7:factor(category_id)3 100 0 0.002 0.376 -0.837 -0.035 1.254
factor(worker_id)8:factor(category_id)3 100 0 0.032 0.365 -0.795 0.033 0.899
factor(worker_id)9:factor(category_id)3 100 0 0.029 0.372 -0.699 0.013 1.168
factor(worker_id)10:factor(category_id)3 100 0 0.027 0.415 -0.901 0.022 1.045
factor(worker_id)2:factor(category_id)4 100 0 -0.028 0.371 -1.226 -0.025 0.871
factor(worker_id)3:factor(category_id)4 100 0 -0.082 0.399 -1.001 -0.082 0.757
factor(worker_id)4:factor(category_id)4 100 0 -0.035 0.380 -0.773 -0.041 0.831
factor(worker_id)5:factor(category_id)4 100 0 -0.051 0.369 -0.900 -0.090 0.964
factor(worker_id)6:factor(category_id)4 100 0 -0.078 0.356 -0.846 -0.101 0.818
factor(worker_id)7:factor(category_id)4 100 0 -0.061 0.358 -0.919 -0.067 0.959
factor(worker_id)8:factor(category_id)4 100 0 -0.047 0.338 -0.784 -0.010 0.776
factor(worker_id)9:factor(category_id)4 100 0 -0.046 0.342 -1.017 -0.037 0.805
factor(worker_id)10:factor(category_id)4 100 0 -0.052 0.428 -1.146 -0.029 0.886
factor(worker_id)2:factor(category_id)5 100 0 0.079 0.324 -0.810 0.072 1.072
factor(worker_id)3:factor(category_id)5 100 0 0.075 0.352 -0.765 0.069 1.084
factor(worker_id)4:factor(category_id)5 100 0 0.024 0.390 -0.666 -0.017 1.080
factor(worker_id)5:factor(category_id)5 100 0 -0.001 0.373 -1.049 0.016 0.954
factor(worker_id)6:factor(category_id)5 100 0 0.019 0.362 -0.811 0.012 0.767
factor(worker_id)7:factor(category_id)5 100 0 0.053 0.329 -0.919 0.031 0.815
factor(worker_id)8:factor(category_id)5 100 0 0.066 0.380 -0.756 0.068 1.303
factor(worker_id)9:factor(category_id)5 100 0 -0.002 0.330 -0.845 -0.009 0.908
factor(worker_id)10:factor(category_id)5 100 0 0.029 0.393 -0.992 0.061 1.076

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(worker_id)3 0.9
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 0.6
factor(category_id)3 1
factor(category_id)4 0.32
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 0.01
factor(worker_id)4:factor(category_id)2 0.1
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 1
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 1
factor(worker_id)9:factor(category_id)2 0.01
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0.05
factor(worker_id)5:factor(category_id)3 0.08
factor(worker_id)6:factor(category_id)3 1
factor(worker_id)7:factor(category_id)3 0.04
factor(worker_id)8:factor(category_id)3 1
factor(worker_id)9:factor(category_id)3 1
factor(worker_id)10:factor(category_id)3 0.04
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)3:factor(category_id)4 0.88
factor(worker_id)4:factor(category_id)4 0.7
factor(worker_id)5:factor(category_id)4 0.11
factor(worker_id)6:factor(category_id)4 1
factor(worker_id)7:factor(category_id)4 0.06
factor(worker_id)8:factor(category_id)4 1
factor(worker_id)9:factor(category_id)4 1
factor(worker_id)10:factor(category_id)4 0.98
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0.93
factor(worker_id)6:factor(category_id)5 1
factor(worker_id)7:factor(category_id)5 1
factor(worker_id)8:factor(category_id)5 1
factor(worker_id)9:factor(category_id)5 1
factor(worker_id)10:factor(category_id)5 1

Significant match effect number = 21 out of 36

num_process = 40, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.012 0.168 -0.451 -0.016 0.573
factor(worker_id)2 100 0 0.027 0.205 -0.567 0.023 0.604
factor(worker_id)3 100 0 0.008 0.218 -0.524 0.029 0.540
factor(worker_id)4 100 0 0.011 0.233 -0.756 0.020 0.604
factor(worker_id)5 100 0 0.007 0.230 -0.613 0.003 0.733
factor(worker_id)6 100 0 0.009 0.254 -0.745 0.000 0.785
factor(worker_id)7 100 0 0.008 0.221 -0.480 0.001 0.771
factor(worker_id)8 100 0 0.007 0.220 -0.514 -0.014 0.628
factor(worker_id)9 100 0 0.005 0.222 -0.566 -0.020 0.549
factor(worker_id)10 100 0 -0.013 0.237 -0.700 0.002 0.722
factor(category_id)2 100 0 -0.014 0.225 -0.651 -0.033 0.692
factor(category_id)3 100 0 0.030 0.205 -0.422 0.038 0.567
factor(category_id)4 100 0 0.036 0.218 -0.694 0.030 0.602
factor(category_id)5 100 0 0.009 0.229 -0.756 0.024 0.657
factor(worker_id)2:factor(category_id)2 100 0 -0.006 0.308 -0.780 -0.010 1.072
factor(worker_id)3:factor(category_id)2 100 0 0.032 0.304 -0.699 0.003 0.614
factor(worker_id)4:factor(category_id)2 100 0 -0.002 0.336 -1.004 -0.018 0.736
factor(worker_id)5:factor(category_id)2 100 0 0.008 0.353 -1.296 -0.001 0.859
factor(worker_id)6:factor(category_id)2 100 0 0.031 0.326 -0.933 0.036 0.902
factor(worker_id)7:factor(category_id)2 100 0 0.010 0.316 -0.967 -0.006 0.787
factor(worker_id)8:factor(category_id)2 100 0 0.050 0.310 -0.728 0.066 0.856
factor(worker_id)9:factor(category_id)2 100 0 0.011 0.288 -0.752 0.032 0.718
factor(worker_id)10:factor(category_id)2 100 0 0.023 0.315 -0.926 0.045 0.819
factor(worker_id)2:factor(category_id)3 100 0 -0.067 0.273 -0.617 -0.054 0.562
factor(worker_id)3:factor(category_id)3 100 0 -0.051 0.301 -0.774 -0.014 0.608
factor(worker_id)4:factor(category_id)3 100 0 -0.024 0.301 -0.833 -0.038 0.764
factor(worker_id)5:factor(category_id)3 100 0 -0.019 0.313 -0.907 0.016 0.637
factor(worker_id)6:factor(category_id)3 100 0 -0.053 0.316 -0.856 -0.070 0.759
factor(worker_id)7:factor(category_id)3 100 0 -0.048 0.286 -0.879 -0.050 0.563
factor(worker_id)8:factor(category_id)3 100 0 -0.030 0.271 -0.785 -0.026 0.664
factor(worker_id)9:factor(category_id)3 100 0 -0.049 0.323 -0.850 -0.019 0.746
factor(worker_id)10:factor(category_id)3 100 0 -0.019 0.284 -1.065 -0.037 0.805
factor(worker_id)2:factor(category_id)4 100 0 -0.053 0.279 -0.879 -0.055 0.564
factor(worker_id)3:factor(category_id)4 100 0 -0.023 0.311 -0.806 0.021 0.636
factor(worker_id)4:factor(category_id)4 100 0 -0.029 0.299 -0.686 -0.049 1.001
factor(worker_id)5:factor(category_id)4 100 0 -0.037 0.323 -0.842 -0.023 0.738
factor(worker_id)6:factor(category_id)4 100 0 -0.037 0.343 -0.829 -0.032 0.948
factor(worker_id)7:factor(category_id)4 100 0 -0.033 0.311 -1.211 -0.020 0.683
factor(worker_id)8:factor(category_id)4 100 0 -0.015 0.289 -0.628 -0.014 0.732
factor(worker_id)9:factor(category_id)4 100 0 -0.013 0.307 -0.928 -0.039 0.844
factor(worker_id)10:factor(category_id)4 100 0 -0.002 0.320 -0.943 -0.015 0.781
factor(worker_id)2:factor(category_id)5 100 0 -0.014 0.292 -0.790 -0.022 0.680
factor(worker_id)3:factor(category_id)5 100 0 -0.011 0.314 -0.867 -0.007 0.607
factor(worker_id)4:factor(category_id)5 100 0 -0.017 0.328 -0.957 -0.004 0.794
factor(worker_id)5:factor(category_id)5 100 0 -0.004 0.348 -0.917 0.001 0.965
factor(worker_id)6:factor(category_id)5 100 0 -0.003 0.329 -0.890 -0.017 0.839
factor(worker_id)7:factor(category_id)5 100 0 -0.009 0.298 -0.893 -0.034 0.852
factor(worker_id)8:factor(category_id)5 100 0 -0.010 0.303 -0.920 0.008 0.732
factor(worker_id)9:factor(category_id)5 100 0 0.013 0.322 -0.823 0.026 0.777
factor(worker_id)10:factor(category_id)5 100 0 0.005 0.304 -0.800 0.029 1.025

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.98
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0.01
factor(worker_id)3:factor(category_id)2 0.34
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0.02
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0.01
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)6:factor(category_id)3 0
factor(worker_id)7:factor(category_id)3 0
factor(worker_id)8:factor(category_id)3 0
factor(worker_id)9:factor(category_id)3 0
factor(worker_id)10:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0.94
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 1
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)6:factor(category_id)4 0.02
factor(worker_id)7:factor(category_id)4 0
factor(worker_id)8:factor(category_id)4 0
factor(worker_id)9:factor(category_id)4 0
factor(worker_id)10:factor(category_id)4 0.03
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)6:factor(category_id)5 0
factor(worker_id)7:factor(category_id)5 0
factor(worker_id)8:factor(category_id)5 0
factor(worker_id)9:factor(category_id)5 0
factor(worker_id)10:factor(category_id)5 0

Significant match effect number = 2 out of 36

num_process = 50, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.003 0.154 -0.368 0.026 0.429
factor(worker_id)2 100 0 -0.003 0.199 -0.598 0.003 0.435
factor(worker_id)3 100 0 0.004 0.215 -0.567 -0.004 0.525
factor(worker_id)4 100 0 -0.011 0.210 -0.477 -0.008 0.462
factor(worker_id)5 100 0 0.006 0.212 -0.486 0.010 0.568
factor(worker_id)6 100 0 -0.001 0.201 -0.426 -0.011 0.516
factor(worker_id)7 100 0 -0.013 0.211 -0.456 -0.029 0.453
factor(worker_id)8 100 0 0.019 0.228 -0.671 0.014 0.568
factor(worker_id)9 100 0 -0.011 0.190 -0.359 -0.025 0.528
factor(worker_id)10 100 0 0.030 0.199 -0.463 0.024 0.563
factor(category_id)2 100 0 0.013 0.204 -0.411 0.017 0.571
factor(category_id)3 100 0 -0.001 0.225 -0.571 -0.010 0.524
factor(category_id)4 100 0 0.011 0.216 -0.442 0.007 0.651
factor(category_id)5 100 0 0.007 0.201 -0.510 0.016 0.439
factor(worker_id)2:factor(category_id)2 100 0 -0.010 0.284 -0.789 -0.016 0.721
factor(worker_id)3:factor(category_id)2 100 0 -0.039 0.295 -0.980 0.001 0.732
factor(worker_id)4:factor(category_id)2 100 0 0.019 0.310 -0.776 0.005 0.702
factor(worker_id)5:factor(category_id)2 100 0 -0.001 0.291 -0.658 -0.016 0.751
factor(worker_id)6:factor(category_id)2 100 0 -0.004 0.281 -0.747 -0.009 0.571
factor(worker_id)7:factor(category_id)2 100 0 0.021 0.273 -0.748 -0.011 0.604
factor(worker_id)8:factor(category_id)2 100 0 -0.019 0.309 -0.668 -0.070 1.147
factor(worker_id)9:factor(category_id)2 100 0 -0.005 0.267 -0.777 0.025 0.591
factor(worker_id)10:factor(category_id)2 100 0 -0.064 0.269 -0.771 -0.064 0.391
factor(worker_id)2:factor(category_id)3 100 0 0.023 0.300 -0.614 0.027 0.890
factor(worker_id)3:factor(category_id)3 100 0 -0.011 0.295 -0.635 -0.005 0.616
factor(worker_id)4:factor(category_id)3 100 0 0.009 0.316 -0.645 -0.014 0.715
factor(worker_id)5:factor(category_id)3 100 0 -0.031 0.335 -0.872 -0.036 0.744
factor(worker_id)6:factor(category_id)3 100 0 0.008 0.292 -0.629 -0.017 0.614
factor(worker_id)7:factor(category_id)3 100 0 0.028 0.293 -0.757 0.083 0.565
factor(worker_id)8:factor(category_id)3 100 0 -0.023 0.322 -0.863 -0.032 0.707
factor(worker_id)9:factor(category_id)3 100 0 0.007 0.288 -0.554 -0.007 0.788
factor(worker_id)10:factor(category_id)3 100 0 -0.045 0.320 -0.662 -0.046 0.795
factor(worker_id)2:factor(category_id)4 100 0 -0.014 0.298 -0.638 -0.030 0.711
factor(worker_id)3:factor(category_id)4 100 0 -0.009 0.319 -0.877 0.011 0.807
factor(worker_id)4:factor(category_id)4 100 0 0.009 0.299 -0.741 0.033 0.773
factor(worker_id)5:factor(category_id)4 100 0 -0.023 0.312 -0.869 -0.009 0.640
factor(worker_id)6:factor(category_id)4 100 0 0.002 0.282 -0.762 0.001 0.553
factor(worker_id)7:factor(category_id)4 100 0 0.018 0.278 -0.732 -0.015 0.708
factor(worker_id)8:factor(category_id)4 100 0 -0.014 0.322 -0.772 0.007 0.669
factor(worker_id)9:factor(category_id)4 100 0 0.007 0.296 -0.719 -0.004 0.706
factor(worker_id)10:factor(category_id)4 100 0 -0.032 0.290 -0.673 -0.045 0.566
factor(worker_id)2:factor(category_id)5 100 0 -0.008 0.278 -0.660 -0.014 0.638
factor(worker_id)3:factor(category_id)5 100 0 -0.018 0.273 -0.826 -0.028 0.834
factor(worker_id)4:factor(category_id)5 100 0 -0.012 0.296 -0.696 -0.031 0.650
factor(worker_id)5:factor(category_id)5 100 0 0.004 0.279 -0.800 0.012 0.618
factor(worker_id)6:factor(category_id)5 100 0 -0.016 0.284 -0.731 -0.055 0.641
factor(worker_id)7:factor(category_id)5 100 0 -0.013 0.282 -0.712 -0.037 0.662
factor(worker_id)8:factor(category_id)5 100 0 -0.003 0.290 -0.652 0.006 0.798
factor(worker_id)9:factor(category_id)5 100 0 0.020 0.238 -0.461 -0.007 0.650
factor(worker_id)10:factor(category_id)5 100 0 -0.051 0.275 -0.689 -0.054 0.610

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 0.25
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0.51
factor(worker_id)3:factor(category_id)2 1
factor(worker_id)4:factor(category_id)2 1
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 1
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0.84
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)6:factor(category_id)3 0
factor(worker_id)7:factor(category_id)3 0
factor(worker_id)8:factor(category_id)3 0.82
factor(worker_id)9:factor(category_id)3 0
factor(worker_id)10:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0.9
factor(worker_id)3:factor(category_id)4 0.68
factor(worker_id)4:factor(category_id)4 1
factor(worker_id)5:factor(category_id)4 1
factor(worker_id)6:factor(category_id)4 0
factor(worker_id)7:factor(category_id)4 0.94
factor(worker_id)8:factor(category_id)4 0
factor(worker_id)9:factor(category_id)4 0
factor(worker_id)10:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)6:factor(category_id)5 0
factor(worker_id)7:factor(category_id)5 0
factor(worker_id)8:factor(category_id)5 0.2
factor(worker_id)9:factor(category_id)5 0
factor(worker_id)10:factor(category_id)5 0

Significant match effect number = 10 out of 36

num_process = 100, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.001 0.091 -0.169 -0.001 0.215
factor(worker_id)2 100 0 -0.017 0.139 -0.294 -0.014 0.290
factor(worker_id)3 100 0 -0.007 0.127 -0.360 0.000 0.258
factor(worker_id)4 100 0 -0.010 0.133 -0.315 -0.012 0.277
factor(worker_id)5 100 0 0.014 0.124 -0.323 0.016 0.359
factor(worker_id)6 100 0 0.000 0.141 -0.279 -0.015 0.401
factor(worker_id)7 100 0 -0.001 0.135 -0.369 0.016 0.374
factor(worker_id)8 100 0 -0.004 0.121 -0.284 -0.020 0.284
factor(worker_id)9 100 0 -0.008 0.132 -0.328 -0.014 0.344
factor(worker_id)10 100 0 -0.004 0.144 -0.306 -0.004 0.392
factor(category_id)2 100 0 -0.009 0.127 -0.395 0.000 0.221
factor(category_id)3 100 0 -0.004 0.144 -0.355 -0.003 0.311
factor(category_id)4 100 0 0.001 0.136 -0.449 0.009 0.290
factor(category_id)5 100 0 0.011 0.116 -0.314 0.006 0.293
factor(worker_id)2:factor(category_id)2 100 0 0.011 0.211 -0.599 -0.008 0.548
factor(worker_id)3:factor(category_id)2 100 0 0.025 0.183 -0.388 0.026 0.507
factor(worker_id)4:factor(category_id)2 100 0 0.017 0.175 -0.365 0.034 0.444
factor(worker_id)5:factor(category_id)2 100 0 0.000 0.184 -0.394 0.008 0.476
factor(worker_id)6:factor(category_id)2 100 0 0.025 0.187 -0.419 0.007 0.486
factor(worker_id)7:factor(category_id)2 100 0 -0.006 0.193 -0.452 -0.003 0.466
factor(worker_id)8:factor(category_id)2 100 0 0.001 0.188 -0.460 -0.021 0.574
factor(worker_id)9:factor(category_id)2 100 0 0.001 0.187 -0.430 -0.005 0.547
factor(worker_id)10:factor(category_id)2 100 0 0.016 0.197 -0.471 0.028 0.510
factor(worker_id)2:factor(category_id)3 100 0 0.025 0.216 -0.677 0.025 0.513
factor(worker_id)3:factor(category_id)3 100 0 0.025 0.215 -0.574 0.010 0.658
factor(worker_id)4:factor(category_id)3 100 0 0.024 0.198 -0.467 0.025 0.430
factor(worker_id)5:factor(category_id)3 100 0 -0.012 0.196 -0.611 -0.005 0.457
factor(worker_id)6:factor(category_id)3 100 0 0.010 0.229 -0.470 0.034 0.495
factor(worker_id)7:factor(category_id)3 100 0 -0.010 0.183 -0.514 -0.027 0.452
factor(worker_id)8:factor(category_id)3 100 0 0.010 0.172 -0.362 -0.015 0.500
factor(worker_id)9:factor(category_id)3 100 0 0.007 0.200 -0.619 -0.004 0.495
factor(worker_id)10:factor(category_id)3 100 0 0.004 0.202 -0.618 0.013 0.436
factor(worker_id)2:factor(category_id)4 100 0 0.020 0.209 -0.431 0.022 0.548
factor(worker_id)3:factor(category_id)4 100 0 0.001 0.192 -0.392 -0.026 0.408
factor(worker_id)4:factor(category_id)4 100 0 -0.002 0.220 -0.470 -0.013 0.593
factor(worker_id)5:factor(category_id)4 100 0 -0.008 0.187 -0.347 -0.002 0.682
factor(worker_id)6:factor(category_id)4 100 0 -0.009 0.204 -0.485 0.011 0.556
factor(worker_id)7:factor(category_id)4 100 0 -0.014 0.185 -0.416 -0.031 0.627
factor(worker_id)8:factor(category_id)4 100 0 0.006 0.181 -0.590 -0.001 0.510
factor(worker_id)9:factor(category_id)4 100 0 0.019 0.200 -0.410 0.015 0.501
factor(worker_id)10:factor(category_id)4 100 0 -0.002 0.222 -0.616 -0.024 0.451
factor(worker_id)2:factor(category_id)5 100 0 0.007 0.186 -0.400 0.009 0.540
factor(worker_id)3:factor(category_id)5 100 0 0.002 0.178 -0.398 0.010 0.391
factor(worker_id)4:factor(category_id)5 100 0 -0.012 0.181 -0.393 -0.011 0.547
factor(worker_id)5:factor(category_id)5 100 0 -0.010 0.181 -0.428 -0.005 0.381
factor(worker_id)6:factor(category_id)5 100 0 -0.009 0.190 -0.530 -0.003 0.364
factor(worker_id)7:factor(category_id)5 100 0 -0.007 0.180 -0.420 -0.005 0.526
factor(worker_id)8:factor(category_id)5 100 0 -0.027 0.165 -0.486 -0.037 0.414
factor(worker_id)9:factor(category_id)5 100 0 0.006 0.186 -0.513 -0.001 0.595
factor(worker_id)10:factor(category_id)5 100 0 -0.021 0.202 -0.644 -0.030 0.547

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.89
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 0
factor(category_id)3 0.9
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 0.86
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)6:factor(category_id)2 0.96
factor(worker_id)7:factor(category_id)2 1
factor(worker_id)8:factor(category_id)2 1
factor(worker_id)9:factor(category_id)2 0.01
factor(worker_id)10:factor(category_id)2 1
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)3:factor(category_id)3 0.91
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 1
factor(worker_id)6:factor(category_id)3 0.52
factor(worker_id)7:factor(category_id)3 0.69
factor(worker_id)8:factor(category_id)3 1
factor(worker_id)9:factor(category_id)3 1
factor(worker_id)10:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 1
factor(worker_id)4:factor(category_id)4 0.68
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)6:factor(category_id)4 1
factor(worker_id)7:factor(category_id)4 0.01
factor(worker_id)8:factor(category_id)4 0
factor(worker_id)9:factor(category_id)4 0.07
factor(worker_id)10:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)6:factor(category_id)5 0
factor(worker_id)7:factor(category_id)5 0
factor(worker_id)8:factor(category_id)5 0
factor(worker_id)9:factor(category_id)5 0
factor(worker_id)10:factor(category_id)5 0.01

Significant match effect number = 16 out of 36

num_process = 500, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.003 0.040 -0.080 -0.002 0.092
factor(worker_id)2 100 0 -0.004 0.064 -0.166 0.001 0.155
factor(worker_id)3 100 0 0.001 0.064 -0.136 -0.002 0.148
factor(worker_id)4 100 0 -0.006 0.067 -0.177 -0.007 0.162
factor(worker_id)5 100 0 0.000 0.057 -0.118 0.010 0.148
factor(worker_id)6 100 0 -0.002 0.061 -0.145 0.007 0.136
factor(worker_id)7 100 0 -0.005 0.063 -0.191 -0.005 0.163
factor(worker_id)8 100 0 0.000 0.059 -0.142 -0.002 0.143
factor(worker_id)9 100 0 0.005 0.057 -0.130 0.009 0.117
factor(worker_id)10 100 0 -0.015 0.059 -0.170 -0.004 0.111
factor(category_id)2 100 0 0.002 0.064 -0.142 0.011 0.136
factor(category_id)3 100 0 0.003 0.058 -0.165 -0.004 0.147
factor(category_id)4 100 0 0.006 0.061 -0.127 0.004 0.180
factor(category_id)5 100 0 0.004 0.061 -0.140 0.004 0.113
factor(worker_id)2:factor(category_id)2 100 0 0.004 0.093 -0.203 0.007 0.282
factor(worker_id)3:factor(category_id)2 100 0 -0.010 0.088 -0.224 -0.011 0.228
factor(worker_id)4:factor(category_id)2 100 0 0.002 0.102 -0.204 -0.010 0.246
factor(worker_id)5:factor(category_id)2 100 0 -0.009 0.089 -0.253 -0.012 0.227
factor(worker_id)6:factor(category_id)2 100 0 -0.009 0.083 -0.201 -0.008 0.170
factor(worker_id)7:factor(category_id)2 100 0 0.006 0.098 -0.236 0.008 0.259
factor(worker_id)8:factor(category_id)2 100 0 -0.011 0.095 -0.230 -0.014 0.259
factor(worker_id)9:factor(category_id)2 100 0 0.004 0.091 -0.247 0.001 0.208
factor(worker_id)10:factor(category_id)2 100 0 0.008 0.099 -0.247 0.013 0.242
factor(worker_id)2:factor(category_id)3 100 0 -0.004 0.084 -0.180 -0.020 0.213
factor(worker_id)3:factor(category_id)3 100 0 -0.007 0.087 -0.194 -0.006 0.228
factor(worker_id)4:factor(category_id)3 100 0 0.001 0.089 -0.225 0.000 0.223
factor(worker_id)5:factor(category_id)3 100 0 -0.011 0.082 -0.186 -0.025 0.179
factor(worker_id)6:factor(category_id)3 100 0 -0.009 0.084 -0.148 -0.019 0.210
factor(worker_id)7:factor(category_id)3 100 0 -0.004 0.093 -0.267 -0.015 0.218
factor(worker_id)8:factor(category_id)3 100 0 -0.009 0.093 -0.194 0.009 0.200
factor(worker_id)9:factor(category_id)3 100 0 -0.017 0.077 -0.197 -0.014 0.200
factor(worker_id)10:factor(category_id)3 100 0 0.015 0.084 -0.182 0.013 0.266
factor(worker_id)2:factor(category_id)4 100 0 0.002 0.086 -0.176 0.007 0.222
factor(worker_id)3:factor(category_id)4 100 0 -0.011 0.092 -0.265 -0.003 0.161
factor(worker_id)4:factor(category_id)4 100 0 -0.004 0.095 -0.202 0.003 0.266
factor(worker_id)5:factor(category_id)4 100 0 -0.007 0.074 -0.153 -0.015 0.158
factor(worker_id)6:factor(category_id)4 100 0 -0.004 0.081 -0.235 -0.014 0.145
factor(worker_id)7:factor(category_id)4 100 0 0.000 0.096 -0.335 0.008 0.252
factor(worker_id)8:factor(category_id)4 100 0 -0.010 0.083 -0.191 -0.012 0.205
factor(worker_id)9:factor(category_id)4 100 0 -0.014 0.085 -0.225 -0.016 0.172
factor(worker_id)10:factor(category_id)4 100 0 0.007 0.085 -0.164 -0.003 0.239
factor(worker_id)2:factor(category_id)5 100 0 0.006 0.082 -0.183 0.003 0.181
factor(worker_id)3:factor(category_id)5 100 0 -0.008 0.095 -0.236 0.000 0.176
factor(worker_id)4:factor(category_id)5 100 0 0.003 0.091 -0.315 0.014 0.190
factor(worker_id)5:factor(category_id)5 100 0 0.000 0.082 -0.176 0.001 0.177
factor(worker_id)6:factor(category_id)5 100 0 -0.001 0.091 -0.186 0.003 0.250
factor(worker_id)7:factor(category_id)5 100 0 -0.004 0.094 -0.205 -0.018 0.242
factor(worker_id)8:factor(category_id)5 100 0 0.000 0.084 -0.201 0.002 0.245
factor(worker_id)9:factor(category_id)5 100 0 -0.010 0.078 -0.235 -0.004 0.151
factor(worker_id)10:factor(category_id)5 100 0 0.004 0.084 -0.195 0.010 0.213

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 1
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 1
factor(worker_id)8:factor(category_id)2 1
factor(worker_id)9:factor(category_id)2 1
factor(worker_id)10:factor(category_id)2 0.21
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)3:factor(category_id)3 1
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)6:factor(category_id)3 0
factor(worker_id)7:factor(category_id)3 1
factor(worker_id)8:factor(category_id)3 0
factor(worker_id)9:factor(category_id)3 0
factor(worker_id)10:factor(category_id)3 0.73
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)6:factor(category_id)4 0
factor(worker_id)7:factor(category_id)4 0
factor(worker_id)8:factor(category_id)4 1
factor(worker_id)9:factor(category_id)4 0
factor(worker_id)10:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 0.51
factor(worker_id)5:factor(category_id)5 1
factor(worker_id)6:factor(category_id)5 1
factor(worker_id)7:factor(category_id)5 1
factor(worker_id)8:factor(category_id)5 1
factor(worker_id)9:factor(category_id)5 1
factor(worker_id)10:factor(category_id)5 1

Significant match effect number = 17 out of 36

worker=10 category=2 data

num_process = 10, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.042 0.335 -0.671 0.031 0.816
factor(worker_id)2 100 0 -0.053 0.484 -2.214 -0.013 1.249
factor(worker_id)3 100 0 -0.063 0.454 -1.317 -0.029 1.126
factor(worker_id)4 100 0 -0.070 0.458 -1.280 -0.053 0.856
factor(worker_id)5 100 0 -0.078 0.501 -1.305 -0.061 0.981
factor(worker_id)6 100 0 -0.044 0.466 -1.431 -0.089 0.903
factor(worker_id)7 100 0 -0.077 0.463 -1.316 -0.094 0.875
factor(worker_id)8 100 0 -0.070 0.456 -1.160 -0.038 1.036
factor(worker_id)9 100 0 -0.007 0.429 -1.299 0.009 1.110
factor(worker_id)10 100 0 -0.069 0.489 -1.185 -0.105 1.185
factor(category_id)2 100 0 -0.003 0.513 -1.022 0.013 1.051
factor(worker_id)2:factor(category_id)2 100 0 0.005 0.629 -1.273 -0.022 2.603
factor(worker_id)3:factor(category_id)2 100 0 0.073 0.729 -1.822 0.092 1.574
factor(worker_id)4:factor(category_id)2 100 0 0.018 0.677 -1.629 -0.025 1.635
factor(worker_id)5:factor(category_id)2 100 0 -0.027 0.750 -2.395 -0.034 2.017
factor(worker_id)6:factor(category_id)2 100 0 0.010 0.674 -1.547 -0.046 1.969
factor(worker_id)7:factor(category_id)2 100 0 0.047 0.691 -1.403 0.037 1.534
factor(worker_id)8:factor(category_id)2 100 0 -0.003 0.688 -1.819 -0.016 1.801
factor(worker_id)9:factor(category_id)2 100 0 -0.010 0.692 -1.303 -0.126 2.010
factor(worker_id)10:factor(category_id)2 100 0 0.033 0.702 -1.818 0.038 1.750

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.84
factor(worker_id)3 0.64
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0.04
factor(worker_id)4:factor(category_id)2 0.01
factor(worker_id)5:factor(category_id)2 0.85
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0

Significant match effect number = 1 out of 9

num_process = 20, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.003 0.233 -0.661 0.000 0.507
factor(worker_id)2 100 0 -0.021 0.288 -0.742 -0.024 0.689
factor(worker_id)3 100 0 0.031 0.351 -1.040 0.069 0.839
factor(worker_id)4 100 0 0.028 0.354 -0.733 0.018 0.875
factor(worker_id)5 100 0 -0.012 0.341 -1.052 0.004 0.829
factor(worker_id)6 100 0 0.006 0.331 -0.725 0.019 0.971
factor(worker_id)7 100 0 -0.017 0.309 -0.708 -0.014 0.966
factor(worker_id)8 100 0 -0.021 0.326 -0.890 -0.021 0.973
factor(worker_id)9 100 0 -0.001 0.338 -0.838 0.006 0.801
factor(worker_id)10 100 0 0.024 0.347 -0.758 0.019 0.932
factor(category_id)2 100 0 -0.067 0.311 -0.847 -0.060 0.680
factor(worker_id)2:factor(category_id)2 100 0 0.064 0.416 -0.955 0.051 0.978
factor(worker_id)3:factor(category_id)2 100 0 0.026 0.464 -1.085 0.060 0.889
factor(worker_id)4:factor(category_id)2 100 0 0.090 0.458 -0.771 0.076 1.374
factor(worker_id)5:factor(category_id)2 100 0 0.058 0.391 -0.812 0.069 1.066
factor(worker_id)6:factor(category_id)2 100 0 0.057 0.451 -0.867 0.030 1.475
factor(worker_id)7:factor(category_id)2 100 0 0.028 0.419 -0.872 0.001 1.004
factor(worker_id)8:factor(category_id)2 100 0 0.103 0.434 -0.782 0.130 1.165
factor(worker_id)9:factor(category_id)2 100 0 0.071 0.431 -0.943 0.048 1.147
factor(worker_id)10:factor(category_id)2 100 0 0.057 0.474 -1.135 0.036 1.261

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 0.64
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0.97
factor(worker_id)6:factor(category_id)2 0.04
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0.84

Significant match effect number = 2 out of 9

num_process = 30, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.038 0.194 -0.337 0.035 0.603
factor(worker_id)2 100 0 -0.049 0.306 -0.691 -0.082 0.768
factor(worker_id)3 100 0 -0.028 0.265 -0.972 -0.059 0.668
factor(worker_id)4 100 0 -0.035 0.251 -0.605 -0.040 0.530
factor(worker_id)5 100 0 -0.051 0.246 -0.567 -0.036 0.725
factor(worker_id)6 100 0 -0.040 0.257 -0.738 -0.081 0.614
factor(worker_id)7 100 0 -0.032 0.292 -0.770 -0.056 0.777
factor(worker_id)8 100 0 -0.034 0.258 -0.617 -0.022 0.640
factor(worker_id)9 100 0 -0.023 0.263 -0.986 -0.001 0.473
factor(worker_id)10 100 0 -0.062 0.265 -0.915 -0.028 0.620
factor(category_id)2 100 0 -0.036 0.277 -0.727 -0.072 0.753
factor(worker_id)2:factor(category_id)2 100 0 0.058 0.410 -1.178 0.078 0.899
factor(worker_id)3:factor(category_id)2 100 0 0.035 0.359 -0.780 0.046 1.097
factor(worker_id)4:factor(category_id)2 100 0 0.076 0.409 -0.915 0.116 0.966
factor(worker_id)5:factor(category_id)2 100 0 0.060 0.363 -1.157 0.040 1.029
factor(worker_id)6:factor(category_id)2 100 0 0.070 0.411 -1.236 0.088 0.923
factor(worker_id)7:factor(category_id)2 100 0 0.015 0.399 -1.077 0.096 1.058
factor(worker_id)8:factor(category_id)2 100 0 0.017 0.396 -0.933 0.036 1.161
factor(worker_id)9:factor(category_id)2 100 0 0.003 0.381 -0.903 -0.032 1.130
factor(worker_id)10:factor(category_id)2 100 0 0.058 0.394 -1.011 0.053 1.512

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 0.29
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 1
factor(worker_id)4:factor(category_id)2 0.05
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0.99
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 1
factor(worker_id)10:factor(category_id)2 1

Significant match effect number = 4 out of 9

num_process = 40, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.017 0.154 -0.338 -0.032 0.416
factor(worker_id)2 100 0 0.048 0.209 -0.330 0.020 0.650
factor(worker_id)3 100 0 0.046 0.213 -0.412 0.047 0.611
factor(worker_id)4 100 0 -0.027 0.206 -0.513 -0.041 0.627
factor(worker_id)5 100 0 0.007 0.223 -0.550 0.025 0.477
factor(worker_id)6 100 0 0.016 0.198 -0.384 0.036 0.463
factor(worker_id)7 100 0 0.027 0.189 -0.394 0.038 0.406
factor(worker_id)8 100 0 0.015 0.200 -0.522 0.038 0.393
factor(worker_id)9 100 0 0.013 0.230 -0.572 0.027 0.612
factor(worker_id)10 100 0 0.031 0.231 -0.449 0.047 0.498
factor(category_id)2 100 0 0.030 0.226 -0.566 0.017 0.673
factor(worker_id)2:factor(category_id)2 100 0 -0.067 0.311 -0.961 -0.024 0.751
factor(worker_id)3:factor(category_id)2 100 0 -0.049 0.321 -0.992 -0.024 0.593
factor(worker_id)4:factor(category_id)2 100 0 -0.010 0.309 -0.856 -0.005 0.711
factor(worker_id)5:factor(category_id)2 100 0 -0.007 0.317 -0.811 -0.002 0.712
factor(worker_id)6:factor(category_id)2 100 0 -0.039 0.280 -0.703 -0.082 0.650
factor(worker_id)7:factor(category_id)2 100 0 -0.037 0.288 -0.824 -0.041 0.540
factor(worker_id)8:factor(category_id)2 100 0 0.001 0.327 -0.753 0.004 0.759
factor(worker_id)9:factor(category_id)2 100 0 -0.015 0.328 -1.136 0.041 0.744
factor(worker_id)10:factor(category_id)2 100 0 -0.024 0.314 -0.913 -0.028 0.796

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 0.99
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0.01
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0

Significant match effect number = 1 out of 9

num_process = 50, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.034 0.125 -0.267 0.043 0.349
factor(worker_id)2 100 0 -0.002 0.178 -0.409 0.011 0.452
factor(worker_id)3 100 0 -0.017 0.194 -0.372 -0.025 0.574
factor(worker_id)4 100 0 -0.048 0.186 -0.478 -0.027 0.504
factor(worker_id)5 100 0 -0.011 0.186 -0.475 -0.023 0.436
factor(worker_id)6 100 0 -0.059 0.199 -0.568 -0.067 0.440
factor(worker_id)7 100 0 -0.058 0.177 -0.447 -0.069 0.464
factor(worker_id)8 100 0 -0.015 0.197 -0.475 -0.018 0.536
factor(worker_id)9 100 0 -0.019 0.173 -0.465 -0.010 0.388
factor(worker_id)10 100 0 -0.016 0.188 -0.551 0.026 0.396
factor(category_id)2 100 0 -0.025 0.197 -0.595 -0.003 0.477
factor(worker_id)2:factor(category_id)2 100 0 0.008 0.292 -0.610 0.020 1.098
factor(worker_id)3:factor(category_id)2 100 0 0.001 0.269 -0.684 -0.003 0.603
factor(worker_id)4:factor(category_id)2 100 0 0.030 0.299 -0.599 0.012 0.793
factor(worker_id)5:factor(category_id)2 100 0 -0.019 0.285 -0.659 -0.018 0.874
factor(worker_id)6:factor(category_id)2 100 0 0.053 0.305 -0.848 0.053 0.737
factor(worker_id)7:factor(category_id)2 100 0 0.059 0.277 -0.607 0.066 0.696
factor(worker_id)8:factor(category_id)2 100 0 0.015 0.296 -0.895 0.012 0.667
factor(worker_id)9:factor(category_id)2 100 0 -0.012 0.246 -0.646 -0.027 0.701
factor(worker_id)10:factor(category_id)2 100 0 0.006 0.279 -0.675 0.009 0.698

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.98
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 0.97
factor(worker_id)3:factor(category_id)2 1
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0.23

Significant match effect number = 2 out of 9

num_process = 100, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.006 0.102 -0.290 -0.016 0.302
factor(worker_id)2 100 0 0.004 0.144 -0.380 0.006 0.436
factor(worker_id)3 100 0 -0.006 0.145 -0.432 -0.005 0.376
factor(worker_id)4 100 0 -0.004 0.138 -0.452 0.009 0.288
factor(worker_id)5 100 0 0.019 0.135 -0.306 0.009 0.400
factor(worker_id)6 100 0 -0.004 0.131 -0.334 -0.005 0.300
factor(worker_id)7 100 0 0.031 0.147 -0.477 0.030 0.461
factor(worker_id)8 100 0 0.003 0.150 -0.328 -0.001 0.432
factor(worker_id)9 100 0 0.013 0.145 -0.321 0.015 0.423
factor(worker_id)10 100 0 0.005 0.145 -0.311 -0.003 0.407
factor(category_id)2 100 0 0.005 0.132 -0.400 -0.006 0.374
factor(worker_id)2:factor(category_id)2 100 0 0.016 0.205 -0.534 0.013 0.477
factor(worker_id)3:factor(category_id)2 100 0 0.007 0.185 -0.537 -0.014 0.377
factor(worker_id)4:factor(category_id)2 100 0 -0.003 0.196 -0.481 -0.003 0.856
factor(worker_id)5:factor(category_id)2 100 0 -0.020 0.191 -0.450 0.000 0.383
factor(worker_id)6:factor(category_id)2 100 0 -0.010 0.203 -0.608 -0.010 0.508
factor(worker_id)7:factor(category_id)2 100 0 -0.026 0.199 -0.456 -0.036 0.730
factor(worker_id)8:factor(category_id)2 100 0 0.003 0.190 -0.437 -0.003 0.432
factor(worker_id)9:factor(category_id)2 100 0 0.001 0.210 -0.560 -0.020 0.691
factor(worker_id)10:factor(category_id)2 100 0 -0.003 0.220 -0.559 0.019 0.550

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0

Significant match effect number = 0 out of 9

num_process = 500, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.002 0.046 -0.127 0.005 0.100
factor(worker_id)2 100 0 0.002 0.059 -0.126 0.002 0.131
factor(worker_id)3 100 0 0.007 0.065 -0.123 0.008 0.189
factor(worker_id)4 100 0 -0.001 0.064 -0.144 -0.001 0.134
factor(worker_id)5 100 0 -0.009 0.068 -0.182 -0.006 0.141
factor(worker_id)6 100 0 -0.008 0.069 -0.198 0.000 0.189
factor(worker_id)7 100 0 -0.006 0.065 -0.136 -0.005 0.146
factor(worker_id)8 100 0 -0.007 0.065 -0.131 -0.011 0.170
factor(worker_id)9 100 0 -0.007 0.062 -0.156 -0.008 0.197
factor(worker_id)10 100 0 0.004 0.068 -0.124 0.001 0.163
factor(category_id)2 100 0 -0.009 0.056 -0.133 -0.006 0.114
factor(worker_id)2:factor(category_id)2 100 0 0.004 0.079 -0.210 0.000 0.184
factor(worker_id)3:factor(category_id)2 100 0 -0.003 0.082 -0.176 0.000 0.192
factor(worker_id)4:factor(category_id)2 100 0 0.012 0.090 -0.169 0.002 0.209
factor(worker_id)5:factor(category_id)2 100 0 0.016 0.087 -0.157 0.020 0.259
factor(worker_id)6:factor(category_id)2 100 0 0.022 0.091 -0.186 0.016 0.274
factor(worker_id)7:factor(category_id)2 100 0 0.016 0.090 -0.248 0.024 0.232
factor(worker_id)8:factor(category_id)2 100 0 0.002 0.082 -0.202 0.008 0.203
factor(worker_id)9:factor(category_id)2 100 0 0.017 0.078 -0.159 0.017 0.203
factor(worker_id)10:factor(category_id)2 100 0 0.001 0.090 -0.221 0.005 0.229

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0.87
factor(worker_id)10:factor(category_id)2 0

Significant match effect number = 1 out of 9

worker=10, category=10

num_process = 10, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.037 0.322 -0.696 -0.011 0.679
factor(worker_id)2 100 0 -0.007 0.441 -1.140 0.003 1.169
factor(worker_id)3 100 0 0.003 0.429 -1.123 -0.019 0.963
factor(worker_id)4 100 0 0.017 0.437 -0.900 0.012 1.221
factor(worker_id)5 100 0 0.058 0.484 -1.410 0.061 1.366
factor(worker_id)6 100 0 0.012 0.435 -1.055 0.003 1.177
factor(worker_id)7 100 0 -0.008 0.439 -1.107 0.003 1.093
factor(worker_id)8 100 0 0.071 0.486 -1.309 0.085 1.438
factor(worker_id)9 100 0 0.095 0.425 -1.046 0.088 1.130
factor(worker_id)10 100 0 0.027 0.463 -1.118 -0.010 1.162
factor(category_id)2 100 0 0.034 0.420 -0.885 0.030 1.136
factor(category_id)3 100 0 -0.005 0.489 -1.230 0.037 1.062
factor(category_id)4 100 0 0.040 0.474 -1.317 0.009 1.205
factor(category_id)5 100 0 0.016 0.449 -1.249 0.078 0.844
factor(category_id)6 100 0 0.052 0.448 -1.010 0.002 1.217
factor(category_id)7 100 0 0.025 0.437 -1.217 0.006 1.104
factor(category_id)8 100 0 0.072 0.403 -0.680 0.060 1.330
factor(category_id)9 100 0 0.066 0.437 -1.178 0.012 1.038
factor(category_id)10 100 0 0.023 0.458 -1.199 0.077 1.126
factor(worker_id)2:factor(category_id)2 100 0 -0.007 0.564 -1.484 -0.036 1.343
factor(worker_id)3:factor(category_id)2 100 0 -0.003 0.585 -1.444 0.002 1.342
factor(worker_id)4:factor(category_id)2 100 0 -0.071 0.562 -1.277 -0.119 1.542
factor(worker_id)5:factor(category_id)2 100 0 0.009 0.655 -1.515 0.043 1.131
factor(worker_id)6:factor(category_id)2 100 0 -0.017 0.570 -1.328 -0.090 1.650
factor(worker_id)7:factor(category_id)2 100 0 0.048 0.532 -1.087 0.033 1.724
factor(worker_id)8:factor(category_id)2 100 0 -0.067 0.650 -1.502 -0.116 1.738
factor(worker_id)9:factor(category_id)2 100 0 -0.088 0.599 -1.895 -0.066 1.293
factor(worker_id)10:factor(category_id)2 100 0 -0.051 0.620 -1.523 -0.026 1.200
factor(worker_id)2:factor(category_id)3 100 0 0.050 0.682 -2.182 0.057 1.642
factor(worker_id)3:factor(category_id)3 100 0 0.008 0.660 -1.366 0.011 2.322
factor(worker_id)4:factor(category_id)3 100 0 0.013 0.617 -1.487 0.035 1.679
factor(worker_id)5:factor(category_id)3 100 0 -0.001 0.727 -2.391 -0.034 1.992
factor(worker_id)6:factor(category_id)3 100 0 0.024 0.662 -1.526 0.100 1.603
factor(worker_id)7:factor(category_id)3 100 0 0.064 0.627 -1.527 0.060 1.530
factor(worker_id)8:factor(category_id)3 100 0 -0.049 0.720 -1.579 -0.120 2.559
factor(worker_id)9:factor(category_id)3 100 0 -0.042 0.616 -1.820 0.024 1.007
factor(worker_id)10:factor(category_id)3 100 0 -0.009 0.651 -1.606 0.121 1.456
factor(worker_id)2:factor(category_id)4 100 0 -0.021 0.613 -1.567 0.042 1.890
factor(worker_id)3:factor(category_id)4 100 0 -0.018 0.522 -1.386 -0.015 1.214
factor(worker_id)4:factor(category_id)4 100 0 0.004 0.666 -2.167 0.097 1.475
factor(worker_id)5:factor(category_id)4 100 0 -0.050 0.714 -2.532 -0.014 1.852
factor(worker_id)6:factor(category_id)4 100 0 -0.007 0.634 -1.537 0.059 1.141
factor(worker_id)7:factor(category_id)4 100 0 -0.031 0.637 -1.801 -0.004 1.470
factor(worker_id)8:factor(category_id)4 100 0 -0.100 0.667 -1.652 -0.067 1.574
factor(worker_id)9:factor(category_id)4 100 0 -0.089 0.628 -1.812 -0.055 1.566
factor(worker_id)10:factor(category_id)4 100 0 -0.044 0.662 -1.624 0.008 1.530
factor(worker_id)2:factor(category_id)5 100 0 -0.022 0.608 -1.613 -0.027 1.849
factor(worker_id)3:factor(category_id)5 100 0 0.027 0.584 -1.149 0.058 1.360
factor(worker_id)4:factor(category_id)5 100 0 0.053 0.656 -1.863 0.046 1.505
factor(worker_id)5:factor(category_id)5 100 0 -0.114 0.657 -1.735 -0.199 1.798
factor(worker_id)6:factor(category_id)5 100 0 0.010 0.613 -1.355 -0.063 1.709
factor(worker_id)7:factor(category_id)5 100 0 -0.002 0.645 -1.459 -0.030 2.027
factor(worker_id)8:factor(category_id)5 100 0 0.005 0.665 -1.697 -0.044 2.352
factor(worker_id)9:factor(category_id)5 100 0 -0.071 0.648 -1.275 -0.154 1.786
factor(worker_id)10:factor(category_id)5 100 0 -0.021 0.621 -1.285 -0.139 1.524
factor(worker_id)2:factor(category_id)6 100 0 -0.019 0.690 -1.518 -0.034 1.766
factor(worker_id)3:factor(category_id)6 100 0 -0.025 0.641 -1.886 -0.052 1.586
factor(worker_id)4:factor(category_id)6 100 0 -0.027 0.616 -1.363 0.011 1.525
factor(worker_id)5:factor(category_id)6 100 0 -0.052 0.633 -1.728 -0.040 1.533
factor(worker_id)6:factor(category_id)6 100 0 -0.092 0.606 -2.179 -0.068 1.498
factor(worker_id)7:factor(category_id)6 100 0 0.025 0.641 -1.430 0.082 1.580
factor(worker_id)8:factor(category_id)6 100 0 -0.087 0.730 -1.995 -0.085 1.740
factor(worker_id)9:factor(category_id)6 100 0 -0.110 0.610 -1.762 -0.141 1.281
factor(worker_id)10:factor(category_id)6 100 0 -0.011 0.653 -1.571 -0.046 1.438
factor(worker_id)2:factor(category_id)7 100 0 0.020 0.658 -1.504 0.044 1.949
factor(worker_id)3:factor(category_id)7 100 0 -0.013 0.635 -1.627 -0.015 1.479
factor(worker_id)4:factor(category_id)7 100 0 -0.034 0.658 -1.725 -0.068 1.467
factor(worker_id)5:factor(category_id)7 100 0 -0.059 0.586 -1.552 -0.069 1.725
factor(worker_id)6:factor(category_id)7 100 0 0.052 0.586 -1.081 0.015 1.422
factor(worker_id)7:factor(category_id)7 100 0 0.039 0.641 -1.392 -0.020 1.879
factor(worker_id)8:factor(category_id)7 100 0 -0.101 0.732 -1.666 -0.080 2.208
factor(worker_id)9:factor(category_id)7 100 0 -0.090 0.600 -1.579 -0.041 1.447
factor(worker_id)10:factor(category_id)7 100 0 -0.028 0.615 -1.469 -0.077 1.789
factor(worker_id)2:factor(category_id)8 100 0 -0.026 0.603 -2.059 0.000 1.481
factor(worker_id)3:factor(category_id)8 100 0 -0.050 0.669 -2.156 0.038 1.346
factor(worker_id)4:factor(category_id)8 100 0 -0.101 0.609 -1.790 -0.099 1.032
factor(worker_id)5:factor(category_id)8 100 0 -0.097 0.688 -2.010 -0.060 1.641
factor(worker_id)6:factor(category_id)8 100 0 -0.022 0.515 -1.562 -0.031 1.252
factor(worker_id)7:factor(category_id)8 100 0 -0.041 0.539 -1.535 -0.055 1.285
factor(worker_id)8:factor(category_id)8 100 0 -0.138 0.586 -1.535 -0.112 1.345
factor(worker_id)9:factor(category_id)8 100 0 -0.114 0.610 -1.680 -0.097 1.246
factor(worker_id)10:factor(category_id)8 100 0 -0.097 0.585 -1.454 -0.112 1.138
factor(worker_id)2:factor(category_id)9 100 0 0.046 0.633 -1.473 0.118 1.283
factor(worker_id)3:factor(category_id)9 100 0 -0.032 0.592 -1.393 -0.012 1.392
factor(worker_id)4:factor(category_id)9 100 0 -0.051 0.566 -1.511 -0.051 1.182
factor(worker_id)5:factor(category_id)9 100 0 -0.054 0.606 -1.891 0.015 1.326
factor(worker_id)6:factor(category_id)9 100 0 -0.043 0.640 -1.525 -0.022 1.706
factor(worker_id)7:factor(category_id)9 100 0 -0.068 0.618 -1.704 -0.070 1.737
factor(worker_id)8:factor(category_id)9 100 0 -0.089 0.683 -1.526 -0.087 1.761
factor(worker_id)9:factor(category_id)9 100 0 -0.089 0.521 -1.428 -0.097 0.887
factor(worker_id)10:factor(category_id)9 100 0 -0.029 0.637 -1.389 -0.087 1.353
factor(worker_id)2:factor(category_id)10 100 0 -0.019 0.624 -1.781 -0.078 1.991
factor(worker_id)3:factor(category_id)10 100 0 0.057 0.645 -2.108 0.142 1.300
factor(worker_id)4:factor(category_id)10 100 0 -0.033 0.635 -1.605 -0.006 1.355
factor(worker_id)5:factor(category_id)10 100 0 -0.065 0.705 -1.734 -0.031 2.017
factor(worker_id)6:factor(category_id)10 100 0 -0.003 0.631 -1.472 -0.087 1.398
factor(worker_id)7:factor(category_id)10 100 0 0.078 0.647 -1.580 0.124 1.769
factor(worker_id)8:factor(category_id)10 100 0 -0.017 0.656 -1.868 0.025 1.432
factor(worker_id)9:factor(category_id)10 100 0 -0.028 0.657 -1.674 -0.005 1.813
factor(worker_id)10:factor(category_id)10 100 0 -0.002 0.654 -1.445 -0.045 1.426

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.78
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 1
factor(category_id)3 0.22
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0.78
factor(worker_id)6:factor(category_id)2 0.02
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0.75
factor(worker_id)3:factor(category_id)3 0.43
factor(worker_id)4:factor(category_id)3 0.23
factor(worker_id)5:factor(category_id)3 1
factor(worker_id)6:factor(category_id)3 0.88
factor(worker_id)7:factor(category_id)3 0.75
factor(worker_id)8:factor(category_id)3 0.01
factor(worker_id)9:factor(category_id)3 1
factor(worker_id)10:factor(category_id)3 0.26
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0.96
factor(worker_id)6:factor(category_id)4 0.05
factor(worker_id)7:factor(category_id)4 0.09
factor(worker_id)8:factor(category_id)4 0
factor(worker_id)9:factor(category_id)4 0
factor(worker_id)10:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0.37
factor(worker_id)5:factor(category_id)5 0.57
factor(worker_id)6:factor(category_id)5 0.06
factor(worker_id)7:factor(category_id)5 0.01
factor(worker_id)8:factor(category_id)5 0
factor(worker_id)9:factor(category_id)5 0.02
factor(worker_id)10:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 0.05
factor(worker_id)3:factor(category_id)6 0.01
factor(worker_id)4:factor(category_id)6 0
factor(worker_id)5:factor(category_id)6 1
factor(worker_id)6:factor(category_id)6 0.05
factor(worker_id)7:factor(category_id)6 0.01
factor(worker_id)8:factor(category_id)6 0
factor(worker_id)9:factor(category_id)6 1
factor(worker_id)10:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0.04
factor(worker_id)3:factor(category_id)7 0
factor(worker_id)4:factor(category_id)7 0
factor(worker_id)5:factor(category_id)7 0.86
factor(worker_id)6:factor(category_id)7 0.09
factor(worker_id)7:factor(category_id)7 0.04
factor(worker_id)8:factor(category_id)7 0
factor(worker_id)9:factor(category_id)7 0
factor(worker_id)10:factor(category_id)7 0.02
factor(worker_id)2:factor(category_id)8 0.55
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 0
factor(worker_id)5:factor(category_id)8 0.89
factor(worker_id)6:factor(category_id)8 0.22
factor(worker_id)7:factor(category_id)8 0.53
factor(worker_id)8:factor(category_id)8 0
factor(worker_id)9:factor(category_id)8 0
factor(worker_id)10:factor(category_id)8 0.72
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)3:factor(category_id)9 0
factor(worker_id)4:factor(category_id)9 0
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)6:factor(category_id)9 0
factor(worker_id)7:factor(category_id)9 0
factor(worker_id)8:factor(category_id)9 0
factor(worker_id)9:factor(category_id)9 0
factor(worker_id)10:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)3:factor(category_id)10 0
factor(worker_id)4:factor(category_id)10 0
factor(worker_id)5:factor(category_id)10 0
factor(worker_id)6:factor(category_id)10 0
factor(worker_id)7:factor(category_id)10 0
factor(worker_id)8:factor(category_id)10 0
factor(worker_id)9:factor(category_id)10 0
factor(worker_id)10:factor(category_id)10 0

Significant match effect number = 8 out of 81

num_process = 20, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.012 0.205 -0.722 -0.013 0.501
factor(worker_id)2 100 0 -0.017 0.308 -0.648 0.010 1.066
factor(worker_id)3 100 0 0.006 0.291 -0.698 -0.058 0.961
factor(worker_id)4 100 0 -0.007 0.340 -0.840 -0.021 0.854
factor(worker_id)5 100 0 0.022 0.277 -0.607 0.009 0.604
factor(worker_id)6 100 0 0.027 0.286 -0.716 -0.014 0.787
factor(worker_id)7 100 0 -0.004 0.293 -0.646 0.021 1.095
factor(worker_id)8 100 0 -0.031 0.285 -0.694 -0.032 0.815
factor(worker_id)9 100 0 0.016 0.298 -0.700 0.000 0.812
factor(worker_id)10 100 0 -0.002 0.314 -0.790 -0.011 1.164
factor(category_id)2 100 0 0.021 0.321 -0.825 0.039 0.730
factor(category_id)3 100 0 0.010 0.301 -0.950 -0.007 0.906
factor(category_id)4 100 0 -0.019 0.338 -0.768 0.013 1.102
factor(category_id)5 100 0 -0.015 0.312 -0.788 -0.028 1.029
factor(category_id)6 100 0 -0.020 0.323 -0.721 -0.001 0.749
factor(category_id)7 100 0 -0.030 0.307 -0.706 -0.039 1.001
factor(category_id)8 100 0 -0.023 0.266 -0.593 -0.031 0.590
factor(category_id)9 100 0 0.004 0.314 -0.901 0.005 0.615
factor(category_id)10 100 0 -0.032 0.330 -0.783 -0.055 1.205
factor(worker_id)2:factor(category_id)2 100 0 -0.058 0.422 -1.121 -0.028 1.016
factor(worker_id)3:factor(category_id)2 100 0 -0.062 0.413 -0.909 -0.120 0.891
factor(worker_id)4:factor(category_id)2 100 0 -0.001 0.463 -1.087 0.017 1.048
factor(worker_id)5:factor(category_id)2 100 0 -0.049 0.413 -0.874 -0.069 0.800
factor(worker_id)6:factor(category_id)2 100 0 -0.029 0.435 -0.948 -0.011 1.033
factor(worker_id)7:factor(category_id)2 100 0 -0.062 0.443 -1.115 -0.044 0.763
factor(worker_id)8:factor(category_id)2 100 0 -0.010 0.420 -1.178 0.031 1.300
factor(worker_id)9:factor(category_id)2 100 0 -0.010 0.457 -1.098 -0.035 0.997
factor(worker_id)10:factor(category_id)2 100 0 -0.026 0.460 -1.363 -0.036 0.927
factor(worker_id)2:factor(category_id)3 100 0 -0.006 0.468 -1.488 0.011 1.265
factor(worker_id)3:factor(category_id)3 100 0 -0.041 0.405 -1.034 -0.001 1.205
factor(worker_id)4:factor(category_id)3 100 0 -0.060 0.446 -1.038 -0.076 0.984
factor(worker_id)5:factor(category_id)3 100 0 -0.033 0.435 -1.351 -0.031 1.563
factor(worker_id)6:factor(category_id)3 100 0 -0.066 0.415 -1.043 -0.118 0.868
factor(worker_id)7:factor(category_id)3 100 0 -0.026 0.433 -1.232 -0.013 0.893
factor(worker_id)8:factor(category_id)3 100 0 0.021 0.388 -0.920 0.008 1.167
factor(worker_id)9:factor(category_id)3 100 0 -0.017 0.381 -1.075 0.020 0.959
factor(worker_id)10:factor(category_id)3 100 0 -0.047 0.440 -1.540 -0.046 1.072
factor(worker_id)2:factor(category_id)4 100 0 0.047 0.501 -1.603 0.042 1.249
factor(worker_id)3:factor(category_id)4 100 0 0.024 0.456 -1.247 0.001 1.260
factor(worker_id)4:factor(category_id)4 100 0 0.040 0.432 -1.163 0.040 0.963
factor(worker_id)5:factor(category_id)4 100 0 -0.003 0.456 -1.044 0.059 1.291
factor(worker_id)6:factor(category_id)4 100 0 0.005 0.426 -1.242 -0.041 1.117
factor(worker_id)7:factor(category_id)4 100 0 0.022 0.434 -1.200 -0.023 0.988
factor(worker_id)8:factor(category_id)4 100 0 0.052 0.439 -1.253 0.041 0.982
factor(worker_id)9:factor(category_id)4 100 0 -0.020 0.500 -1.113 -0.001 1.549
factor(worker_id)10:factor(category_id)4 100 0 -0.037 0.466 -1.776 -0.052 0.988
factor(worker_id)2:factor(category_id)5 100 0 -0.029 0.414 -1.211 -0.034 0.971
factor(worker_id)3:factor(category_id)5 100 0 -0.025 0.446 -1.278 0.008 1.195
factor(worker_id)4:factor(category_id)5 100 0 0.036 0.476 -1.230 0.027 1.079
factor(worker_id)5:factor(category_id)5 100 0 -0.014 0.445 -1.133 0.014 1.236
factor(worker_id)6:factor(category_id)5 100 0 -0.023 0.439 -1.194 0.001 1.061
factor(worker_id)7:factor(category_id)5 100 0 -0.005 0.449 -1.655 0.010 1.349
factor(worker_id)8:factor(category_id)5 100 0 -0.002 0.477 -1.466 0.071 1.305
factor(worker_id)9:factor(category_id)5 100 0 -0.027 0.416 -0.955 -0.026 1.045
factor(worker_id)10:factor(category_id)5 100 0 -0.015 0.458 -1.502 0.002 1.170
factor(worker_id)2:factor(category_id)6 100 0 0.005 0.476 -1.189 -0.055 1.169
factor(worker_id)3:factor(category_id)6 100 0 -0.046 0.461 -1.482 0.019 1.142
factor(worker_id)4:factor(category_id)6 100 0 0.011 0.452 -1.037 -0.022 1.391
factor(worker_id)5:factor(category_id)6 100 0 -0.014 0.421 -0.894 -0.033 0.933
factor(worker_id)6:factor(category_id)6 100 0 -0.016 0.453 -1.334 0.006 0.965
factor(worker_id)7:factor(category_id)6 100 0 0.032 0.416 -1.052 0.054 0.920
factor(worker_id)8:factor(category_id)6 100 0 0.029 0.419 -0.985 0.052 1.028
factor(worker_id)9:factor(category_id)6 100 0 0.005 0.492 -1.025 -0.033 1.425
factor(worker_id)10:factor(category_id)6 100 0 -0.012 0.430 -1.074 -0.010 0.980
factor(worker_id)2:factor(category_id)7 100 0 0.044 0.428 -1.046 0.001 1.239
factor(worker_id)3:factor(category_id)7 100 0 -0.008 0.453 -1.318 -0.024 0.984
factor(worker_id)4:factor(category_id)7 100 0 0.014 0.448 -1.181 0.048 1.033
factor(worker_id)5:factor(category_id)7 100 0 -0.030 0.409 -1.226 -0.076 0.930
factor(worker_id)6:factor(category_id)7 100 0 -0.007 0.441 -1.403 0.001 1.040
factor(worker_id)7:factor(category_id)7 100 0 0.051 0.480 -1.653 0.088 1.173
factor(worker_id)8:factor(category_id)7 100 0 0.051 0.423 -1.235 0.044 1.138
factor(worker_id)9:factor(category_id)7 100 0 -0.010 0.430 -1.004 -0.035 0.863
factor(worker_id)10:factor(category_id)7 100 0 0.015 0.468 -1.455 0.032 1.085
factor(worker_id)2:factor(category_id)8 100 0 0.008 0.452 -1.174 0.017 0.949
factor(worker_id)3:factor(category_id)8 100 0 0.021 0.375 -0.957 0.032 1.148
factor(worker_id)4:factor(category_id)8 100 0 0.044 0.455 -1.477 0.029 1.146
factor(worker_id)5:factor(category_id)8 100 0 0.014 0.389 -1.060 0.012 1.052
factor(worker_id)6:factor(category_id)8 100 0 -0.020 0.415 -0.861 -0.011 1.377
factor(worker_id)7:factor(category_id)8 100 0 -0.002 0.395 -0.979 0.003 0.886
factor(worker_id)8:factor(category_id)8 100 0 0.045 0.397 -0.985 0.031 0.916
factor(worker_id)9:factor(category_id)8 100 0 0.005 0.417 -1.215 0.056 0.849
factor(worker_id)10:factor(category_id)8 100 0 -0.010 0.358 -1.084 -0.024 0.915
factor(worker_id)2:factor(category_id)9 100 0 0.025 0.456 -1.343 0.018 1.052
factor(worker_id)3:factor(category_id)9 100 0 -0.033 0.388 -1.002 -0.033 0.919
factor(worker_id)4:factor(category_id)9 100 0 -0.009 0.489 -1.077 0.009 1.031
factor(worker_id)5:factor(category_id)9 100 0 -0.082 0.416 -1.189 -0.115 0.928
factor(worker_id)6:factor(category_id)9 100 0 -0.017 0.411 -1.059 -0.004 0.870
factor(worker_id)7:factor(category_id)9 100 0 -0.038 0.414 -1.333 -0.057 1.128
factor(worker_id)8:factor(category_id)9 100 0 0.026 0.485 -1.291 0.057 1.109
factor(worker_id)9:factor(category_id)9 100 0 -0.032 0.436 -1.167 -0.041 0.982
factor(worker_id)10:factor(category_id)9 100 0 -0.039 0.479 -1.097 0.017 0.927
factor(worker_id)2:factor(category_id)10 100 0 0.032 0.496 -1.643 0.025 1.384
factor(worker_id)3:factor(category_id)10 100 0 -0.003 0.427 -1.352 -0.032 1.007
factor(worker_id)4:factor(category_id)10 100 0 0.016 0.452 -1.023 0.044 1.255
factor(worker_id)5:factor(category_id)10 100 0 0.041 0.423 -1.069 0.012 1.053
factor(worker_id)6:factor(category_id)10 100 0 0.057 0.461 -1.309 0.023 1.149
factor(worker_id)7:factor(category_id)10 100 0 0.002 0.452 -1.859 -0.030 1.204
factor(worker_id)8:factor(category_id)10 100 0 0.096 0.428 -1.141 0.058 1.135
factor(worker_id)9:factor(category_id)10 100 0 0.038 0.442 -1.115 0.088 0.915
factor(worker_id)10:factor(category_id)10 100 0 0.028 0.440 -1.277 0.013 1.073

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.04
factor(worker_id)3 0.41
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 0
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 0.05
factor(worker_id)3:factor(category_id)2 0.27
factor(worker_id)4:factor(category_id)2 0.45
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 1
factor(worker_id)7:factor(category_id)2 0.1
factor(worker_id)8:factor(category_id)2 1
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 1
factor(worker_id)2:factor(category_id)3 0.24
factor(worker_id)3:factor(category_id)3 0.01
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0.01
factor(worker_id)6:factor(category_id)3 1
factor(worker_id)7:factor(category_id)3 0
factor(worker_id)8:factor(category_id)3 0.98
factor(worker_id)9:factor(category_id)3 0
factor(worker_id)10:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)3:factor(category_id)4 0.78
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0.04
factor(worker_id)6:factor(category_id)4 0.94
factor(worker_id)7:factor(category_id)4 0
factor(worker_id)8:factor(category_id)4 0.99
factor(worker_id)9:factor(category_id)4 0
factor(worker_id)10:factor(category_id)4 0.17
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 0.03
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0.01
factor(worker_id)6:factor(category_id)5 1
factor(worker_id)7:factor(category_id)5 0
factor(worker_id)8:factor(category_id)5 0.06
factor(worker_id)9:factor(category_id)5 0
factor(worker_id)10:factor(category_id)5 0.6
factor(worker_id)2:factor(category_id)6 0.47
factor(worker_id)3:factor(category_id)6 0.9
factor(worker_id)4:factor(category_id)6 0
factor(worker_id)5:factor(category_id)6 1
factor(worker_id)6:factor(category_id)6 1
factor(worker_id)7:factor(category_id)6 0.27
factor(worker_id)8:factor(category_id)6 1
factor(worker_id)9:factor(category_id)6 0.92
factor(worker_id)10:factor(category_id)6 0.61
factor(worker_id)2:factor(category_id)7 0.38
factor(worker_id)3:factor(category_id)7 0
factor(worker_id)4:factor(category_id)7 0
factor(worker_id)5:factor(category_id)7 1
factor(worker_id)6:factor(category_id)7 1
factor(worker_id)7:factor(category_id)7 0.4
factor(worker_id)8:factor(category_id)7 1
factor(worker_id)9:factor(category_id)7 0.44
factor(worker_id)10:factor(category_id)7 0.45
factor(worker_id)2:factor(category_id)8 0.02
factor(worker_id)3:factor(category_id)8 1
factor(worker_id)4:factor(category_id)8 0
factor(worker_id)5:factor(category_id)8 1
factor(worker_id)6:factor(category_id)8 1
factor(worker_id)7:factor(category_id)8 0
factor(worker_id)8:factor(category_id)8 1
factor(worker_id)9:factor(category_id)8 0.51
factor(worker_id)10:factor(category_id)8 1
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)3:factor(category_id)9 0.99
factor(worker_id)4:factor(category_id)9 0
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)6:factor(category_id)9 0.93
factor(worker_id)7:factor(category_id)9 0.22
factor(worker_id)8:factor(category_id)9 1
factor(worker_id)9:factor(category_id)9 0
factor(worker_id)10:factor(category_id)9 0.24
factor(worker_id)2:factor(category_id)10 0.3
factor(worker_id)3:factor(category_id)10 0.3
factor(worker_id)4:factor(category_id)10 0.7
factor(worker_id)5:factor(category_id)10 0.94
factor(worker_id)6:factor(category_id)10 1
factor(worker_id)7:factor(category_id)10 0.96
factor(worker_id)8:factor(category_id)10 0.82
factor(worker_id)9:factor(category_id)10 0.11
factor(worker_id)10:factor(category_id)10 0.01

Significant match effect number = 30 out of 81

num_process = 30, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.021 0.184 -0.459 -0.038 0.519
factor(worker_id)2 100 0 0.059 0.258 -0.565 0.046 0.894
factor(worker_id)3 100 0 0.015 0.237 -0.457 0.016 0.661
factor(worker_id)4 100 0 0.024 0.247 -0.686 0.020 0.647
factor(worker_id)5 100 0 0.022 0.241 -0.660 0.014 0.513
factor(worker_id)6 100 0 0.038 0.273 -0.494 0.020 0.891
factor(worker_id)7 100 0 0.024 0.268 -0.581 0.040 0.789
factor(worker_id)8 100 0 0.016 0.260 -0.752 0.001 0.616
factor(worker_id)9 100 0 0.070 0.246 -0.614 0.064 0.769
factor(worker_id)10 100 0 0.044 0.287 -0.648 0.086 0.697
factor(category_id)2 100 0 0.037 0.257 -0.672 0.027 0.531
factor(category_id)3 100 0 0.047 0.260 -0.535 0.071 0.675
factor(category_id)4 100 0 0.027 0.267 -0.915 0.014 0.640
factor(category_id)5 100 0 0.000 0.248 -0.646 0.010 0.731
factor(category_id)6 100 0 0.066 0.222 -0.571 0.084 0.608
factor(category_id)7 100 0 0.025 0.260 -0.553 -0.003 0.698
factor(category_id)8 100 0 -0.002 0.266 -0.742 0.011 0.706
factor(category_id)9 100 0 0.027 0.232 -0.686 0.005 0.617
factor(category_id)10 100 0 0.023 0.233 -0.756 0.019 0.627
factor(worker_id)2:factor(category_id)2 100 0 -0.061 0.358 -0.950 -0.029 0.885
factor(worker_id)3:factor(category_id)2 100 0 -0.004 0.332 -0.760 0.013 0.724
factor(worker_id)4:factor(category_id)2 100 0 -0.044 0.403 -1.057 -0.026 0.876
factor(worker_id)5:factor(category_id)2 100 0 -0.029 0.336 -0.844 -0.053 0.732
factor(worker_id)6:factor(category_id)2 100 0 -0.067 0.371 -1.302 -0.060 0.665
factor(worker_id)7:factor(category_id)2 100 0 -0.055 0.342 -0.936 -0.031 0.809
factor(worker_id)8:factor(category_id)2 100 0 -0.027 0.375 -1.036 -0.019 0.909
factor(worker_id)9:factor(category_id)2 100 0 -0.114 0.301 -0.775 -0.146 0.578
factor(worker_id)10:factor(category_id)2 100 0 -0.024 0.402 -0.865 -0.054 1.175
factor(worker_id)2:factor(category_id)3 100 0 -0.114 0.392 -1.196 -0.099 0.725
factor(worker_id)3:factor(category_id)3 100 0 -0.048 0.365 -1.003 -0.057 0.812
factor(worker_id)4:factor(category_id)3 100 0 -0.037 0.365 -1.037 -0.005 1.288
factor(worker_id)5:factor(category_id)3 100 0 -0.033 0.332 -0.874 -0.034 0.841
factor(worker_id)6:factor(category_id)3 100 0 -0.043 0.392 -1.202 -0.020 1.020
factor(worker_id)7:factor(category_id)3 100 0 -0.041 0.381 -0.972 -0.025 1.003
factor(worker_id)8:factor(category_id)3 100 0 -0.026 0.392 -0.888 -0.064 0.841
factor(worker_id)9:factor(category_id)3 100 0 -0.078 0.359 -0.808 -0.060 1.080
factor(worker_id)10:factor(category_id)3 100 0 -0.075 0.408 -1.212 -0.069 0.874
factor(worker_id)2:factor(category_id)4 100 0 -0.056 0.398 -0.865 -0.030 0.996
factor(worker_id)3:factor(category_id)4 100 0 -0.003 0.333 -0.894 -0.008 0.681
factor(worker_id)4:factor(category_id)4 100 0 -0.031 0.378 -1.015 -0.003 1.050
factor(worker_id)5:factor(category_id)4 100 0 -0.035 0.370 -0.935 -0.037 0.978
factor(worker_id)6:factor(category_id)4 100 0 -0.063 0.388 -1.185 -0.050 0.848
factor(worker_id)7:factor(category_id)4 100 0 -0.032 0.358 -0.918 0.004 0.754
factor(worker_id)8:factor(category_id)4 100 0 -0.019 0.372 -0.827 -0.033 1.005
factor(worker_id)9:factor(category_id)4 100 0 -0.073 0.373 -0.955 -0.114 0.806
factor(worker_id)10:factor(category_id)4 100 0 -0.055 0.373 -0.902 -0.058 0.985
factor(worker_id)2:factor(category_id)5 100 0 -0.030 0.352 -1.052 -0.022 0.792
factor(worker_id)3:factor(category_id)5 100 0 0.022 0.356 -0.995 0.011 0.922
factor(worker_id)4:factor(category_id)5 100 0 -0.015 0.347 -0.823 -0.005 0.921
factor(worker_id)5:factor(category_id)5 100 0 0.008 0.324 -0.615 -0.037 0.794
factor(worker_id)6:factor(category_id)5 100 0 -0.032 0.368 -0.993 -0.097 0.895
factor(worker_id)7:factor(category_id)5 100 0 -0.002 0.346 -0.707 -0.075 0.987
factor(worker_id)8:factor(category_id)5 100 0 -0.004 0.373 -0.746 -0.012 1.035
factor(worker_id)9:factor(category_id)5 100 0 -0.071 0.295 -0.801 -0.077 0.559
factor(worker_id)10:factor(category_id)5 100 0 -0.035 0.355 -0.845 -0.058 0.820
factor(worker_id)2:factor(category_id)6 100 0 -0.134 0.313 -1.008 -0.136 0.570
factor(worker_id)3:factor(category_id)6 100 0 -0.049 0.286 -0.764 -0.024 0.705
factor(worker_id)4:factor(category_id)6 100 0 -0.093 0.349 -0.943 -0.096 0.768
factor(worker_id)5:factor(category_id)6 100 0 -0.049 0.327 -0.966 -0.067 0.714
factor(worker_id)6:factor(category_id)6 100 0 -0.081 0.342 -0.886 -0.067 0.732
factor(worker_id)7:factor(category_id)6 100 0 -0.096 0.350 -0.949 -0.061 0.671
factor(worker_id)8:factor(category_id)6 100 0 -0.069 0.362 -1.001 -0.078 0.771
factor(worker_id)9:factor(category_id)6 100 0 -0.099 0.303 -0.815 -0.065 0.703
factor(worker_id)10:factor(category_id)6 100 0 -0.055 0.337 -0.947 -0.085 0.844
factor(worker_id)2:factor(category_id)7 100 0 -0.095 0.365 -0.995 -0.078 0.658
factor(worker_id)3:factor(category_id)7 100 0 -0.039 0.353 -0.956 -0.007 0.749
factor(worker_id)4:factor(category_id)7 100 0 -0.019 0.355 -1.014 -0.027 0.938
factor(worker_id)5:factor(category_id)7 100 0 -0.033 0.347 -0.882 0.002 0.703
factor(worker_id)6:factor(category_id)7 100 0 -0.021 0.371 -1.178 0.039 0.658
factor(worker_id)7:factor(category_id)7 100 0 -0.039 0.351 -0.879 -0.021 0.981
factor(worker_id)8:factor(category_id)7 100 0 -0.011 0.333 -0.792 -0.019 1.021
factor(worker_id)9:factor(category_id)7 100 0 -0.088 0.345 -0.829 -0.101 0.714
factor(worker_id)10:factor(category_id)7 100 0 -0.030 0.356 -0.836 0.009 0.932
factor(worker_id)2:factor(category_id)8 100 0 -0.041 0.401 -1.279 -0.039 0.727
factor(worker_id)3:factor(category_id)8 100 0 -0.005 0.335 -0.793 0.032 0.911
factor(worker_id)4:factor(category_id)8 100 0 -0.011 0.358 -0.768 -0.030 0.868
factor(worker_id)5:factor(category_id)8 100 0 0.016 0.351 -0.865 0.019 0.957
factor(worker_id)6:factor(category_id)8 100 0 -0.019 0.368 -0.864 -0.037 0.881
factor(worker_id)7:factor(category_id)8 100 0 0.005 0.382 -0.749 -0.036 0.940
factor(worker_id)8:factor(category_id)8 100 0 0.020 0.404 -0.868 -0.046 1.089
factor(worker_id)9:factor(category_id)8 100 0 -0.047 0.375 -0.941 -0.074 0.821
factor(worker_id)10:factor(category_id)8 100 0 -0.013 0.389 -0.813 0.002 0.809
factor(worker_id)2:factor(category_id)9 100 0 -0.045 0.348 -1.051 -0.012 0.673
factor(worker_id)3:factor(category_id)9 100 0 0.002 0.308 -0.785 -0.024 0.818
factor(worker_id)4:factor(category_id)9 100 0 -0.046 0.350 -0.981 -0.035 0.877
factor(worker_id)5:factor(category_id)9 100 0 0.002 0.333 -0.773 0.039 0.888
factor(worker_id)6:factor(category_id)9 100 0 -0.042 0.379 -1.039 -0.015 0.858
factor(worker_id)7:factor(category_id)9 100 0 -0.025 0.354 -0.910 -0.046 0.935
factor(worker_id)8:factor(category_id)9 100 0 -0.018 0.341 -0.911 -0.026 1.032
factor(worker_id)9:factor(category_id)9 100 0 -0.089 0.319 -1.082 -0.110 0.617
factor(worker_id)10:factor(category_id)9 100 0 -0.023 0.369 -0.890 -0.036 1.065
factor(worker_id)2:factor(category_id)10 100 0 -0.026 0.344 -1.174 -0.014 0.812
factor(worker_id)3:factor(category_id)10 100 0 -0.027 0.357 -0.944 -0.074 0.993
factor(worker_id)4:factor(category_id)10 100 0 -0.026 0.339 -0.824 -0.008 0.825
factor(worker_id)5:factor(category_id)10 100 0 -0.004 0.316 -1.046 -0.001 0.839
factor(worker_id)6:factor(category_id)10 100 0 -0.043 0.341 -0.891 -0.036 0.811
factor(worker_id)7:factor(category_id)10 100 0 0.014 0.353 -0.886 -0.026 0.846
factor(worker_id)8:factor(category_id)10 100 0 -0.034 0.351 -0.885 -0.044 0.981
factor(worker_id)9:factor(category_id)10 100 0 -0.128 0.339 -0.976 -0.116 0.883
factor(worker_id)10:factor(category_id)10 100 0 -0.062 0.382 -0.925 -0.091 0.984

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.01
factor(worker_id)3 0.01
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 0
factor(category_id)3 0
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 1
factor(worker_id)4:factor(category_id)2 1
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)6:factor(category_id)2 1
factor(worker_id)7:factor(category_id)2 1
factor(worker_id)8:factor(category_id)2 1
factor(worker_id)9:factor(category_id)2 1
factor(worker_id)10:factor(category_id)2 1
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)3:factor(category_id)3 1
factor(worker_id)4:factor(category_id)3 1
factor(worker_id)5:factor(category_id)3 1
factor(worker_id)6:factor(category_id)3 1
factor(worker_id)7:factor(category_id)3 1
factor(worker_id)8:factor(category_id)3 1
factor(worker_id)9:factor(category_id)3 1
factor(worker_id)10:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 0.03
factor(worker_id)3:factor(category_id)4 0.96
factor(worker_id)4:factor(category_id)4 0.03
factor(worker_id)5:factor(category_id)4 0.5
factor(worker_id)6:factor(category_id)4 1
factor(worker_id)7:factor(category_id)4 0.05
factor(worker_id)8:factor(category_id)4 1
factor(worker_id)9:factor(category_id)4 0.11
factor(worker_id)10:factor(category_id)4 0.95
factor(worker_id)2:factor(category_id)5 0.74
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 1
factor(worker_id)5:factor(category_id)5 0.85
factor(worker_id)6:factor(category_id)5 0.44
factor(worker_id)7:factor(category_id)5 0.7
factor(worker_id)8:factor(category_id)5 1
factor(worker_id)9:factor(category_id)5 1
factor(worker_id)10:factor(category_id)5 0.17
factor(worker_id)2:factor(category_id)6 1
factor(worker_id)3:factor(category_id)6 1
factor(worker_id)4:factor(category_id)6 1
factor(worker_id)5:factor(category_id)6 1
factor(worker_id)6:factor(category_id)6 1
factor(worker_id)7:factor(category_id)6 1
factor(worker_id)8:factor(category_id)6 1
factor(worker_id)9:factor(category_id)6 1
factor(worker_id)10:factor(category_id)6 1
factor(worker_id)2:factor(category_id)7 1
factor(worker_id)3:factor(category_id)7 1
factor(worker_id)4:factor(category_id)7 1
factor(worker_id)5:factor(category_id)7 1
factor(worker_id)6:factor(category_id)7 1
factor(worker_id)7:factor(category_id)7 1
factor(worker_id)8:factor(category_id)7 1
factor(worker_id)9:factor(category_id)7 1
factor(worker_id)10:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 1
factor(worker_id)3:factor(category_id)8 1
factor(worker_id)4:factor(category_id)8 1
factor(worker_id)5:factor(category_id)8 1
factor(worker_id)6:factor(category_id)8 1
factor(worker_id)7:factor(category_id)8 1
factor(worker_id)8:factor(category_id)8 1
factor(worker_id)9:factor(category_id)8 1
factor(worker_id)10:factor(category_id)8 1
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)3:factor(category_id)9 1
factor(worker_id)4:factor(category_id)9 0.96
factor(worker_id)5:factor(category_id)9 0.84
factor(worker_id)6:factor(category_id)9 0.25
factor(worker_id)7:factor(category_id)9 0
factor(worker_id)8:factor(category_id)9 1
factor(worker_id)9:factor(category_id)9 0.81
factor(worker_id)10:factor(category_id)9 0.04
factor(worker_id)2:factor(category_id)10 0.59
factor(worker_id)3:factor(category_id)10 0.99
factor(worker_id)4:factor(category_id)10 0
factor(worker_id)5:factor(category_id)10 0.03
factor(worker_id)6:factor(category_id)10 0.04
factor(worker_id)7:factor(category_id)10 0
factor(worker_id)8:factor(category_id)10 0.08
factor(worker_id)9:factor(category_id)10 0.36
factor(worker_id)10:factor(category_id)10 0

Significant match effect number = 59 out of 81

num_process = 40, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.009 0.143 -0.282 -0.013 0.316
factor(worker_id)2 100 0 -0.013 0.191 -0.676 -0.014 0.486
factor(worker_id)3 100 0 -0.012 0.211 -0.609 -0.012 0.455
factor(worker_id)4 100 0 0.005 0.209 -0.438 0.014 0.531
factor(worker_id)5 100 0 -0.007 0.211 -0.522 0.008 0.603
factor(worker_id)6 100 0 0.023 0.167 -0.319 0.025 0.455
factor(worker_id)7 100 0 -0.018 0.223 -0.439 -0.009 0.480
factor(worker_id)8 100 0 0.022 0.199 -0.461 0.039 0.518
factor(worker_id)9 100 0 0.021 0.226 -0.516 0.043 0.518
factor(worker_id)10 100 0 0.018 0.215 -0.661 0.028 0.540
factor(category_id)2 100 0 0.018 0.219 -0.485 0.037 0.539
factor(category_id)3 100 0 -0.002 0.222 -0.876 0.009 0.519
factor(category_id)4 100 0 0.008 0.210 -0.547 0.036 0.546
factor(category_id)5 100 0 0.002 0.227 -0.684 0.024 0.408
factor(category_id)6 100 0 0.022 0.219 -0.624 0.069 0.634
factor(category_id)7 100 0 0.001 0.211 -0.440 -0.019 0.496
factor(category_id)8 100 0 0.008 0.225 -0.711 0.002 0.504
factor(category_id)9 100 0 -0.013 0.208 -0.442 -0.027 0.550
factor(category_id)10 100 0 0.013 0.238 -0.448 0.016 0.579
factor(worker_id)2:factor(category_id)2 100 0 -0.001 0.305 -0.919 0.002 0.691
factor(worker_id)3:factor(category_id)2 100 0 0.007 0.317 -0.855 0.027 0.851
factor(worker_id)4:factor(category_id)2 100 0 -0.031 0.277 -0.759 -0.013 0.633
factor(worker_id)5:factor(category_id)2 100 0 -0.002 0.294 -0.790 0.005 0.581
factor(worker_id)6:factor(category_id)2 100 0 -0.017 0.311 -0.582 -0.031 0.689
factor(worker_id)7:factor(category_id)2 100 0 0.005 0.320 -0.776 0.019 0.769
factor(worker_id)8:factor(category_id)2 100 0 -0.031 0.293 -0.679 -0.023 0.840
factor(worker_id)9:factor(category_id)2 100 0 -0.028 0.321 -0.869 -0.034 0.640
factor(worker_id)10:factor(category_id)2 100 0 -0.014 0.313 -0.758 -0.044 0.573
factor(worker_id)2:factor(category_id)3 100 0 0.015 0.305 -0.599 0.000 1.058
factor(worker_id)3:factor(category_id)3 100 0 0.016 0.320 -0.861 0.013 0.844
factor(worker_id)4:factor(category_id)3 100 0 0.010 0.336 -0.978 0.032 1.059
factor(worker_id)5:factor(category_id)3 100 0 0.016 0.306 -0.683 0.029 0.762
factor(worker_id)6:factor(category_id)3 100 0 -0.011 0.312 -0.867 -0.027 0.830
factor(worker_id)7:factor(category_id)3 100 0 0.011 0.345 -0.764 0.013 1.036
factor(worker_id)8:factor(category_id)3 100 0 -0.023 0.293 -0.771 -0.021 0.713
factor(worker_id)9:factor(category_id)3 100 0 -0.019 0.327 -0.742 -0.056 0.943
factor(worker_id)10:factor(category_id)3 100 0 -0.021 0.311 -0.697 -0.035 0.860
factor(worker_id)2:factor(category_id)4 100 0 0.017 0.303 -0.695 -0.020 1.003
factor(worker_id)3:factor(category_id)4 100 0 0.001 0.292 -0.834 0.026 0.773
factor(worker_id)4:factor(category_id)4 100 0 0.015 0.299 -0.705 -0.005 0.925
factor(worker_id)5:factor(category_id)4 100 0 -0.001 0.328 -0.768 -0.028 0.839
factor(worker_id)6:factor(category_id)4 100 0 0.003 0.266 -0.566 -0.002 0.515
factor(worker_id)7:factor(category_id)4 100 0 0.013 0.342 -0.867 0.006 0.767
factor(worker_id)8:factor(category_id)4 100 0 -0.022 0.316 -0.908 -0.020 0.748
factor(worker_id)9:factor(category_id)4 100 0 -0.023 0.314 -0.691 -0.054 0.871
factor(worker_id)10:factor(category_id)4 100 0 -0.027 0.288 -0.760 -0.032 0.624
factor(worker_id)2:factor(category_id)5 100 0 -0.006 0.278 -0.650 -0.011 0.706
factor(worker_id)3:factor(category_id)5 100 0 0.007 0.330 -0.911 0.035 0.903
factor(worker_id)4:factor(category_id)5 100 0 0.002 0.314 -0.798 -0.013 0.882
factor(worker_id)5:factor(category_id)5 100 0 0.008 0.310 -0.876 0.000 0.970
factor(worker_id)6:factor(category_id)5 100 0 0.013 0.285 -0.727 0.027 0.723
factor(worker_id)7:factor(category_id)5 100 0 0.021 0.355 -0.917 -0.017 1.193
factor(worker_id)8:factor(category_id)5 100 0 -0.004 0.289 -0.552 -0.017 0.884
factor(worker_id)9:factor(category_id)5 100 0 -0.003 0.336 -0.789 0.004 0.709
factor(worker_id)10:factor(category_id)5 100 0 0.037 0.301 -0.790 0.040 0.987
factor(worker_id)2:factor(category_id)6 100 0 -0.012 0.308 -0.678 -0.034 0.671
factor(worker_id)3:factor(category_id)6 100 0 0.006 0.304 -0.794 0.015 0.757
factor(worker_id)4:factor(category_id)6 100 0 -0.026 0.331 -0.793 -0.018 0.949
factor(worker_id)5:factor(category_id)6 100 0 -0.010 0.319 -0.857 -0.042 0.819
factor(worker_id)6:factor(category_id)6 100 0 -0.038 0.306 -0.741 -0.035 0.732
factor(worker_id)7:factor(category_id)6 100 0 0.012 0.328 -0.890 -0.030 0.776
factor(worker_id)8:factor(category_id)6 100 0 -0.047 0.285 -0.748 -0.038 0.864
factor(worker_id)9:factor(category_id)6 100 0 -0.014 0.288 -0.737 -0.055 0.645
factor(worker_id)10:factor(category_id)6 100 0 -0.023 0.314 -0.776 -0.066 0.759
factor(worker_id)2:factor(category_id)7 100 0 0.047 0.250 -0.431 0.021 0.681
factor(worker_id)3:factor(category_id)7 100 0 0.021 0.292 -0.748 0.014 0.788
factor(worker_id)4:factor(category_id)7 100 0 -0.011 0.319 -0.869 -0.014 0.652
factor(worker_id)5:factor(category_id)7 100 0 0.044 0.297 -0.674 0.048 0.774
factor(worker_id)6:factor(category_id)7 100 0 -0.018 0.291 -0.593 -0.034 0.825
factor(worker_id)7:factor(category_id)7 100 0 0.035 0.311 -0.660 0.066 0.679
factor(worker_id)8:factor(category_id)7 100 0 -0.003 0.297 -0.732 -0.003 0.738
factor(worker_id)9:factor(category_id)7 100 0 -0.022 0.299 -0.641 -0.027 0.726
factor(worker_id)10:factor(category_id)7 100 0 0.006 0.309 -0.736 0.046 0.694
factor(worker_id)2:factor(category_id)8 100 0 -0.025 0.308 -0.757 -0.026 0.935
factor(worker_id)3:factor(category_id)8 100 0 0.007 0.300 -0.703 0.003 1.140
factor(worker_id)4:factor(category_id)8 100 0 -0.003 0.291 -0.569 -0.039 0.690
factor(worker_id)5:factor(category_id)8 100 0 0.003 0.305 -1.151 0.031 0.748
factor(worker_id)6:factor(category_id)8 100 0 -0.036 0.295 -0.792 -0.030 0.619
factor(worker_id)7:factor(category_id)8 100 0 0.024 0.371 -0.908 -0.005 1.003
factor(worker_id)8:factor(category_id)8 100 0 -0.020 0.328 -0.799 -0.044 0.875
factor(worker_id)9:factor(category_id)8 100 0 -0.037 0.303 -0.611 -0.051 1.017
factor(worker_id)10:factor(category_id)8 100 0 0.015 0.288 -0.715 -0.012 0.572
factor(worker_id)2:factor(category_id)9 100 0 0.042 0.272 -0.712 0.073 0.878
factor(worker_id)3:factor(category_id)9 100 0 0.012 0.302 -0.599 0.004 0.675
factor(worker_id)4:factor(category_id)9 100 0 0.007 0.288 -1.138 0.037 0.514
factor(worker_id)5:factor(category_id)9 100 0 0.036 0.314 -0.859 0.035 0.714
factor(worker_id)6:factor(category_id)9 100 0 0.004 0.286 -0.686 0.023 0.662
factor(worker_id)7:factor(category_id)9 100 0 0.043 0.301 -0.871 0.065 0.806
factor(worker_id)8:factor(category_id)9 100 0 -0.010 0.286 -0.812 -0.016 0.655
factor(worker_id)9:factor(category_id)9 100 0 -0.031 0.295 -0.819 -0.021 0.566
factor(worker_id)10:factor(category_id)9 100 0 -0.011 0.319 -0.741 0.001 0.942
factor(worker_id)2:factor(category_id)10 100 0 0.015 0.305 -0.642 0.018 0.830
factor(worker_id)3:factor(category_id)10 100 0 -0.014 0.338 -0.899 0.014 1.044
factor(worker_id)4:factor(category_id)10 100 0 -0.025 0.321 -0.797 0.021 0.758
factor(worker_id)5:factor(category_id)10 100 0 -0.012 0.337 -0.946 -0.005 0.778
factor(worker_id)6:factor(category_id)10 100 0 -0.012 0.282 -0.718 0.000 0.585
factor(worker_id)7:factor(category_id)10 100 0 0.016 0.339 -1.001 -0.017 0.760
factor(worker_id)8:factor(category_id)10 100 0 -0.014 0.310 -0.931 0.023 0.657
factor(worker_id)9:factor(category_id)10 100 0 -0.014 0.379 -0.916 -0.040 0.854
factor(worker_id)10:factor(category_id)10 100 0 -0.013 0.335 -0.663 0.034 0.879

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.97
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 0.98
factor(worker_id)3:factor(category_id)2 1
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0.09
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0.02
factor(worker_id)3:factor(category_id)3 0.73
factor(worker_id)4:factor(category_id)3 0.01
factor(worker_id)5:factor(category_id)3 0.4
factor(worker_id)6:factor(category_id)3 0
factor(worker_id)7:factor(category_id)3 0
factor(worker_id)8:factor(category_id)3 0
factor(worker_id)9:factor(category_id)3 0
factor(worker_id)10:factor(category_id)3 0.55
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0.81
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)6:factor(category_id)4 0
factor(worker_id)7:factor(category_id)4 0
factor(worker_id)8:factor(category_id)4 0
factor(worker_id)9:factor(category_id)4 0
factor(worker_id)10:factor(category_id)4 0.47
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)3:factor(category_id)5 0.89
factor(worker_id)4:factor(category_id)5 0.11
factor(worker_id)5:factor(category_id)5 0.01
factor(worker_id)6:factor(category_id)5 0.03
factor(worker_id)7:factor(category_id)5 0
factor(worker_id)8:factor(category_id)5 0.92
factor(worker_id)9:factor(category_id)5 0
factor(worker_id)10:factor(category_id)5 1
factor(worker_id)2:factor(category_id)6 0.99
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 0
factor(worker_id)5:factor(category_id)6 0
factor(worker_id)6:factor(category_id)6 0
factor(worker_id)7:factor(category_id)6 0
factor(worker_id)8:factor(category_id)6 0
factor(worker_id)9:factor(category_id)6 0
factor(worker_id)10:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)3:factor(category_id)7 0
factor(worker_id)4:factor(category_id)7 0
factor(worker_id)5:factor(category_id)7 0
factor(worker_id)6:factor(category_id)7 0
factor(worker_id)7:factor(category_id)7 0
factor(worker_id)8:factor(category_id)7 0
factor(worker_id)9:factor(category_id)7 0
factor(worker_id)10:factor(category_id)7 0.6
factor(worker_id)2:factor(category_id)8 0.33
factor(worker_id)3:factor(category_id)8 0.01
factor(worker_id)4:factor(category_id)8 0
factor(worker_id)5:factor(category_id)8 0
factor(worker_id)6:factor(category_id)8 0
factor(worker_id)7:factor(category_id)8 0
factor(worker_id)8:factor(category_id)8 0
factor(worker_id)9:factor(category_id)8 0
factor(worker_id)10:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0.77
factor(worker_id)3:factor(category_id)9 0
factor(worker_id)4:factor(category_id)9 0.99
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)6:factor(category_id)9 0
factor(worker_id)7:factor(category_id)9 0
factor(worker_id)8:factor(category_id)9 0.94
factor(worker_id)9:factor(category_id)9 0.07
factor(worker_id)10:factor(category_id)9 0.81
factor(worker_id)2:factor(category_id)10 1
factor(worker_id)3:factor(category_id)10 0.98
factor(worker_id)4:factor(category_id)10 0.88
factor(worker_id)5:factor(category_id)10 0
factor(worker_id)6:factor(category_id)10 0
factor(worker_id)7:factor(category_id)10 0
factor(worker_id)8:factor(category_id)10 0
factor(worker_id)9:factor(category_id)10 0.19
factor(worker_id)10:factor(category_id)10 1

Significant match effect number = 15 out of 81

num_process = 50, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.013 0.144 -0.409 -0.010 0.364
factor(worker_id)2 100 0 0.016 0.213 -0.504 0.043 0.564
factor(worker_id)3 100 0 0.001 0.205 -0.432 -0.012 0.598
factor(worker_id)4 100 0 0.034 0.209 -0.489 0.063 0.567
factor(worker_id)5 100 0 0.003 0.218 -0.562 -0.015 0.442
factor(worker_id)6 100 0 0.002 0.197 -0.607 -0.010 0.590
factor(worker_id)7 100 0 0.010 0.194 -0.399 0.005 0.476
factor(worker_id)8 100 0 0.008 0.198 -0.339 0.006 0.665
factor(worker_id)9 100 0 0.005 0.167 -0.397 -0.006 0.439
factor(worker_id)10 100 0 0.004 0.189 -0.366 -0.012 0.641
factor(category_id)2 100 0 0.004 0.207 -0.418 0.006 0.577
factor(category_id)3 100 0 0.006 0.235 -0.596 0.006 0.578
factor(category_id)4 100 0 0.010 0.215 -0.621 -0.001 0.469
factor(category_id)5 100 0 0.024 0.180 -0.490 0.017 0.468
factor(category_id)6 100 0 0.019 0.206 -0.444 0.012 0.582
factor(category_id)7 100 0 0.001 0.216 -0.602 -0.004 0.693
factor(category_id)8 100 0 0.013 0.190 -0.420 -0.015 0.398
factor(category_id)9 100 0 0.022 0.202 -0.454 0.032 0.489
factor(category_id)10 100 0 0.013 0.203 -0.401 0.019 0.646
factor(worker_id)2:factor(category_id)2 100 0 0.005 0.297 -0.902 0.039 0.616
factor(worker_id)3:factor(category_id)2 100 0 -0.015 0.286 -0.918 -0.003 0.671
factor(worker_id)4:factor(category_id)2 100 0 0.001 0.280 -0.783 -0.005 0.729
factor(worker_id)5:factor(category_id)2 100 0 -0.010 0.321 -0.667 -0.062 0.895
factor(worker_id)6:factor(category_id)2 100 0 0.019 0.301 -0.899 0.005 0.699
factor(worker_id)7:factor(category_id)2 100 0 -0.023 0.278 -0.822 -0.036 0.602
factor(worker_id)8:factor(category_id)2 100 0 0.008 0.265 -0.607 -0.017 0.629
factor(worker_id)9:factor(category_id)2 100 0 -0.012 0.273 -0.656 0.015 0.611
factor(worker_id)10:factor(category_id)2 100 0 0.029 0.270 -0.722 0.035 0.638
factor(worker_id)2:factor(category_id)3 100 0 0.006 0.306 -0.773 0.010 0.679
factor(worker_id)3:factor(category_id)3 100 0 -0.008 0.322 -0.944 0.017 0.839
factor(worker_id)4:factor(category_id)3 100 0 -0.025 0.306 -0.818 -0.023 0.689
factor(worker_id)5:factor(category_id)3 100 0 0.019 0.347 -0.748 -0.009 0.813
factor(worker_id)6:factor(category_id)3 100 0 -0.004 0.336 -0.871 -0.011 0.730
factor(worker_id)7:factor(category_id)3 100 0 -0.049 0.285 -0.799 -0.071 0.713
factor(worker_id)8:factor(category_id)3 100 0 0.002 0.315 -0.794 -0.015 0.760
factor(worker_id)9:factor(category_id)3 100 0 -0.018 0.307 -0.824 0.019 0.618
factor(worker_id)10:factor(category_id)3 100 0 0.032 0.291 -0.503 -0.004 0.810
factor(worker_id)2:factor(category_id)4 100 0 -0.036 0.316 -0.740 -0.036 0.824
factor(worker_id)3:factor(category_id)4 100 0 -0.004 0.295 -0.585 -0.001 0.916
factor(worker_id)4:factor(category_id)4 100 0 -0.026 0.280 -0.631 -0.026 0.741
factor(worker_id)5:factor(category_id)4 100 0 -0.002 0.292 -0.772 0.009 0.717
factor(worker_id)6:factor(category_id)4 100 0 -0.020 0.278 -0.729 -0.008 0.668
factor(worker_id)7:factor(category_id)4 100 0 0.017 0.281 -0.709 0.023 0.643
factor(worker_id)8:factor(category_id)4 100 0 0.012 0.300 -0.728 -0.030 0.575
factor(worker_id)9:factor(category_id)4 100 0 -0.013 0.275 -0.821 -0.009 0.711
factor(worker_id)10:factor(category_id)4 100 0 -0.030 0.256 -0.735 -0.016 0.480
factor(worker_id)2:factor(category_id)5 100 0 0.005 0.265 -0.671 -0.011 0.739
factor(worker_id)3:factor(category_id)5 100 0 -0.020 0.273 -0.716 -0.026 0.710
factor(worker_id)4:factor(category_id)5 100 0 -0.029 0.271 -0.740 -0.052 0.630
factor(worker_id)5:factor(category_id)5 100 0 -0.032 0.282 -0.720 -0.052 0.690
factor(worker_id)6:factor(category_id)5 100 0 -0.023 0.282 -0.690 -0.024 0.724
factor(worker_id)7:factor(category_id)5 100 0 -0.013 0.266 -0.815 -0.022 0.691
factor(worker_id)8:factor(category_id)5 100 0 -0.050 0.253 -0.654 -0.051 0.489
factor(worker_id)9:factor(category_id)5 100 0 0.004 0.243 -0.669 0.010 0.659
factor(worker_id)10:factor(category_id)5 100 0 -0.029 0.263 -0.688 -0.018 0.485
factor(worker_id)2:factor(category_id)6 100 0 -0.049 0.299 -0.634 -0.033 0.706
factor(worker_id)3:factor(category_id)6 100 0 0.016 0.270 -0.682 0.000 0.636
factor(worker_id)4:factor(category_id)6 100 0 -0.055 0.296 -0.845 -0.023 0.966
factor(worker_id)5:factor(category_id)6 100 0 -0.029 0.305 -0.691 -0.029 0.728
factor(worker_id)6:factor(category_id)6 100 0 -0.007 0.305 -0.592 -0.014 0.678
factor(worker_id)7:factor(category_id)6 100 0 -0.020 0.277 -0.693 -0.016 0.628
factor(worker_id)8:factor(category_id)6 100 0 -0.013 0.288 -0.706 -0.004 0.659
factor(worker_id)9:factor(category_id)6 100 0 0.017 0.241 -0.549 0.058 0.568
factor(worker_id)10:factor(category_id)6 100 0 -0.002 0.281 -0.824 0.010 0.696
factor(worker_id)2:factor(category_id)7 100 0 -0.011 0.301 -0.948 -0.029 0.760
factor(worker_id)3:factor(category_id)7 100 0 0.007 0.282 -0.806 -0.021 0.760
factor(worker_id)4:factor(category_id)7 100 0 -0.037 0.288 -0.760 -0.031 0.744
factor(worker_id)5:factor(category_id)7 100 0 0.025 0.289 -0.835 0.030 0.727
factor(worker_id)6:factor(category_id)7 100 0 0.011 0.289 -0.787 0.008 0.667
factor(worker_id)7:factor(category_id)7 100 0 0.025 0.290 -0.823 0.036 0.905
factor(worker_id)8:factor(category_id)7 100 0 -0.004 0.314 -0.946 -0.012 0.738
factor(worker_id)9:factor(category_id)7 100 0 0.006 0.262 -0.579 0.015 0.628
factor(worker_id)10:factor(category_id)7 100 0 0.010 0.297 -0.801 0.048 0.774
factor(worker_id)2:factor(category_id)8 100 0 -0.031 0.262 -0.690 -0.031 0.613
factor(worker_id)3:factor(category_id)8 100 0 -0.009 0.271 -0.807 0.003 0.613
factor(worker_id)4:factor(category_id)8 100 0 -0.027 0.296 -0.841 -0.049 0.633
factor(worker_id)5:factor(category_id)8 100 0 -0.010 0.271 -0.600 -0.020 0.715
factor(worker_id)6:factor(category_id)8 100 0 0.003 0.293 -0.702 0.004 0.736
factor(worker_id)7:factor(category_id)8 100 0 -0.003 0.277 -0.901 0.034 0.627
factor(worker_id)8:factor(category_id)8 100 0 -0.009 0.265 -0.604 0.026 0.620
factor(worker_id)9:factor(category_id)8 100 0 -0.029 0.277 -0.718 -0.028 0.617
factor(worker_id)10:factor(category_id)8 100 0 0.001 0.249 -0.530 0.021 0.709
factor(worker_id)2:factor(category_id)9 100 0 -0.019 0.278 -0.657 0.002 0.678
factor(worker_id)3:factor(category_id)9 100 0 -0.002 0.268 -0.588 0.013 0.727
factor(worker_id)4:factor(category_id)9 100 0 -0.043 0.282 -0.685 -0.072 0.707
factor(worker_id)5:factor(category_id)9 100 0 -0.019 0.302 -0.774 -0.024 0.570
factor(worker_id)6:factor(category_id)9 100 0 0.014 0.299 -0.660 0.032 0.724
factor(worker_id)7:factor(category_id)9 100 0 -0.033 0.286 -0.937 -0.027 0.584
factor(worker_id)8:factor(category_id)9 100 0 -0.023 0.284 -0.977 -0.008 0.539
factor(worker_id)9:factor(category_id)9 100 0 -0.042 0.253 -0.572 -0.021 0.553
factor(worker_id)10:factor(category_id)9 100 0 -0.019 0.298 -0.669 0.001 0.806
factor(worker_id)2:factor(category_id)10 100 0 -0.028 0.305 -0.781 0.005 0.628
factor(worker_id)3:factor(category_id)10 100 0 -0.009 0.290 -0.816 -0.002 0.753
factor(worker_id)4:factor(category_id)10 100 0 -0.042 0.289 -0.859 -0.034 0.638
factor(worker_id)5:factor(category_id)10 100 0 -0.010 0.300 -0.818 -0.017 0.733
factor(worker_id)6:factor(category_id)10 100 0 -0.017 0.271 -0.697 0.011 0.581
factor(worker_id)7:factor(category_id)10 100 0 0.017 0.282 -0.819 0.051 0.782
factor(worker_id)8:factor(category_id)10 100 0 0.009 0.274 -0.925 -0.031 0.680
factor(worker_id)9:factor(category_id)10 100 0 -0.007 0.260 -0.788 -0.044 0.490
factor(worker_id)10:factor(category_id)10 100 0 -0.012 0.281 -0.796 0.003 0.579

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.47
factor(worker_id)3 0
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 0
factor(category_id)3 0.96
factor(category_id)4 0.41
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 0.99
factor(worker_id)3:factor(category_id)2 1
factor(worker_id)4:factor(category_id)2 1
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)6:factor(category_id)2 1
factor(worker_id)7:factor(category_id)2 1
factor(worker_id)8:factor(category_id)2 1
factor(worker_id)9:factor(category_id)2 1
factor(worker_id)10:factor(category_id)2 1
factor(worker_id)2:factor(category_id)3 0.36
factor(worker_id)3:factor(category_id)3 1
factor(worker_id)4:factor(category_id)3 0.8
factor(worker_id)5:factor(category_id)3 1
factor(worker_id)6:factor(category_id)3 1
factor(worker_id)7:factor(category_id)3 1
factor(worker_id)8:factor(category_id)3 0.14
factor(worker_id)9:factor(category_id)3 1
factor(worker_id)10:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 0.41
factor(worker_id)3:factor(category_id)4 1
factor(worker_id)4:factor(category_id)4 0.14
factor(worker_id)5:factor(category_id)4 1
factor(worker_id)6:factor(category_id)4 1
factor(worker_id)7:factor(category_id)4 1
factor(worker_id)8:factor(category_id)4 1
factor(worker_id)9:factor(category_id)4 1
factor(worker_id)10:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 0.56
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 1
factor(worker_id)5:factor(category_id)5 1
factor(worker_id)6:factor(category_id)5 1
factor(worker_id)7:factor(category_id)5 1
factor(worker_id)8:factor(category_id)5 1
factor(worker_id)9:factor(category_id)5 0
factor(worker_id)10:factor(category_id)5 0.81
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)3:factor(category_id)6 0.1
factor(worker_id)4:factor(category_id)6 0
factor(worker_id)5:factor(category_id)6 0.29
factor(worker_id)6:factor(category_id)6 0.95
factor(worker_id)7:factor(category_id)6 0.95
factor(worker_id)8:factor(category_id)6 0
factor(worker_id)9:factor(category_id)6 0
factor(worker_id)10:factor(category_id)6 0.32
factor(worker_id)2:factor(category_id)7 1
factor(worker_id)3:factor(category_id)7 1
factor(worker_id)4:factor(category_id)7 0.96
factor(worker_id)5:factor(category_id)7 1
factor(worker_id)6:factor(category_id)7 1
factor(worker_id)7:factor(category_id)7 1
factor(worker_id)8:factor(category_id)7 1
factor(worker_id)9:factor(category_id)7 0.84
factor(worker_id)10:factor(category_id)7 1
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)3:factor(category_id)8 0.99
factor(worker_id)4:factor(category_id)8 0.7
factor(worker_id)5:factor(category_id)8 0.81
factor(worker_id)6:factor(category_id)8 1
factor(worker_id)7:factor(category_id)8 1
factor(worker_id)8:factor(category_id)8 0.95
factor(worker_id)9:factor(category_id)8 0.02
factor(worker_id)10:factor(category_id)8 1
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)3:factor(category_id)9 1
factor(worker_id)4:factor(category_id)9 0.26
factor(worker_id)5:factor(category_id)9 1
factor(worker_id)6:factor(category_id)9 1
factor(worker_id)7:factor(category_id)9 1
factor(worker_id)8:factor(category_id)9 1
factor(worker_id)9:factor(category_id)9 0
factor(worker_id)10:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0.89
factor(worker_id)3:factor(category_id)10 1
factor(worker_id)4:factor(category_id)10 0.93
factor(worker_id)5:factor(category_id)10 1
factor(worker_id)6:factor(category_id)10 1
factor(worker_id)7:factor(category_id)10 1
factor(worker_id)8:factor(category_id)10 1
factor(worker_id)9:factor(category_id)10 1
factor(worker_id)10:factor(category_id)10 1

Significant match effect number = 60 out of 81

num_process = 100, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.005 0.100 -0.225 -0.001 0.231
factor(worker_id)2 100 0 0.013 0.135 -0.251 -0.002 0.444
factor(worker_id)3 100 0 0.016 0.136 -0.247 0.001 0.396
factor(worker_id)4 100 0 -0.002 0.146 -0.353 -0.005 0.417
factor(worker_id)5 100 0 -0.002 0.134 -0.303 0.010 0.424
factor(worker_id)6 100 0 0.002 0.146 -0.382 0.024 0.374
factor(worker_id)7 100 0 0.008 0.164 -0.334 0.016 0.449
factor(worker_id)8 100 0 -0.013 0.140 -0.495 -0.025 0.236
factor(worker_id)9 100 0 -0.008 0.140 -0.313 -0.027 0.288
factor(worker_id)10 100 0 0.010 0.138 -0.347 0.016 0.358
factor(category_id)2 100 0 0.017 0.132 -0.423 0.011 0.429
factor(category_id)3 100 0 -0.014 0.138 -0.468 0.002 0.308
factor(category_id)4 100 0 0.021 0.133 -0.229 0.034 0.351
factor(category_id)5 100 0 0.021 0.133 -0.301 0.014 0.340
factor(category_id)6 100 0 0.017 0.144 -0.413 0.021 0.349
factor(category_id)7 100 0 0.019 0.131 -0.285 0.011 0.346
factor(category_id)8 100 0 0.008 0.143 -0.448 0.008 0.339
factor(category_id)9 100 0 -0.003 0.135 -0.275 -0.008 0.326
factor(category_id)10 100 0 0.004 0.154 -0.438 -0.009 0.442
factor(worker_id)2:factor(category_id)2 100 0 -0.016 0.169 -0.391 -0.006 0.344
factor(worker_id)3:factor(category_id)2 100 0 -0.025 0.185 -0.579 0.013 0.327
factor(worker_id)4:factor(category_id)2 100 0 -0.019 0.179 -0.505 -0.011 0.405
factor(worker_id)5:factor(category_id)2 100 0 -0.024 0.205 -0.805 -0.022 0.571
factor(worker_id)6:factor(category_id)2 100 0 -0.012 0.173 -0.429 -0.030 0.392
factor(worker_id)7:factor(category_id)2 100 0 -0.024 0.233 -0.617 -0.014 0.555
factor(worker_id)8:factor(category_id)2 100 0 -0.004 0.194 -0.583 0.000 0.487
factor(worker_id)9:factor(category_id)2 100 0 0.002 0.190 -0.604 0.006 0.499
factor(worker_id)10:factor(category_id)2 100 0 -0.033 0.212 -0.676 -0.041 0.553
factor(worker_id)2:factor(category_id)3 100 0 0.018 0.210 -0.611 0.005 0.544
factor(worker_id)3:factor(category_id)3 100 0 0.007 0.193 -0.452 0.008 0.598
factor(worker_id)4:factor(category_id)3 100 0 0.013 0.196 -0.426 0.020 0.511
factor(worker_id)5:factor(category_id)3 100 0 0.028 0.183 -0.550 0.049 0.459
factor(worker_id)6:factor(category_id)3 100 0 0.003 0.207 -0.495 0.004 0.632
factor(worker_id)7:factor(category_id)3 100 0 0.012 0.233 -0.486 0.013 0.556
factor(worker_id)8:factor(category_id)3 100 0 0.031 0.211 -0.369 0.016 0.680
factor(worker_id)9:factor(category_id)3 100 0 0.035 0.199 -0.526 0.048 0.545
factor(worker_id)10:factor(category_id)3 100 0 0.009 0.207 -0.494 0.006 0.643
factor(worker_id)2:factor(category_id)4 100 0 -0.044 0.183 -0.657 -0.029 0.328
factor(worker_id)3:factor(category_id)4 100 0 -0.014 0.182 -0.563 -0.019 0.510
factor(worker_id)4:factor(category_id)4 100 0 -0.014 0.196 -0.467 -0.008 0.497
factor(worker_id)5:factor(category_id)4 100 0 -0.033 0.183 -0.523 -0.011 0.385
factor(worker_id)6:factor(category_id)4 100 0 -0.032 0.197 -0.360 -0.054 0.509
factor(worker_id)7:factor(category_id)4 100 0 -0.030 0.228 -0.597 -0.030 0.486
factor(worker_id)8:factor(category_id)4 100 0 0.009 0.189 -0.426 0.030 0.446
factor(worker_id)9:factor(category_id)4 100 0 -0.016 0.191 -0.470 -0.016 0.351
factor(worker_id)10:factor(category_id)4 100 0 -0.038 0.206 -0.594 -0.015 0.500
factor(worker_id)2:factor(category_id)5 100 0 -0.030 0.196 -0.577 -0.038 0.427
factor(worker_id)3:factor(category_id)5 100 0 -0.016 0.199 -0.530 -0.021 0.555
factor(worker_id)4:factor(category_id)5 100 0 -0.032 0.205 -0.490 -0.032 0.514
factor(worker_id)5:factor(category_id)5 100 0 -0.016 0.192 -0.542 -0.003 0.362
factor(worker_id)6:factor(category_id)5 100 0 -0.022 0.187 -0.476 -0.012 0.420
factor(worker_id)7:factor(category_id)5 100 0 -0.004 0.214 -0.454 0.003 0.498
factor(worker_id)8:factor(category_id)5 100 0 -0.005 0.187 -0.461 -0.006 0.393
factor(worker_id)9:factor(category_id)5 100 0 0.001 0.189 -0.452 -0.003 0.472
factor(worker_id)10:factor(category_id)5 100 0 -0.035 0.191 -0.449 -0.026 0.355
factor(worker_id)2:factor(category_id)6 100 0 -0.031 0.192 -0.700 -0.045 0.376
factor(worker_id)3:factor(category_id)6 100 0 -0.025 0.195 -0.529 -0.004 0.644
factor(worker_id)4:factor(category_id)6 100 0 -0.008 0.209 -0.518 -0.010 0.521
factor(worker_id)5:factor(category_id)6 100 0 -0.007 0.208 -0.641 -0.018 0.574
factor(worker_id)6:factor(category_id)6 100 0 0.010 0.210 -0.354 0.011 0.546
factor(worker_id)7:factor(category_id)6 100 0 -0.027 0.214 -0.470 -0.025 0.462
factor(worker_id)8:factor(category_id)6 100 0 0.012 0.203 -0.544 -0.028 0.560
factor(worker_id)9:factor(category_id)6 100 0 -0.010 0.198 -0.448 -0.010 0.371
factor(worker_id)10:factor(category_id)6 100 0 0.001 0.190 -0.415 -0.008 0.456
factor(worker_id)2:factor(category_id)7 100 0 -0.039 0.184 -0.489 -0.029 0.419
factor(worker_id)3:factor(category_id)7 100 0 -0.014 0.180 -0.434 -0.007 0.401
factor(worker_id)4:factor(category_id)7 100 0 -0.026 0.204 -0.542 -0.033 0.448
factor(worker_id)5:factor(category_id)7 100 0 -0.003 0.195 -0.483 -0.002 0.444
factor(worker_id)6:factor(category_id)7 100 0 -0.034 0.203 -0.546 -0.042 0.517
factor(worker_id)7:factor(category_id)7 100 0 -0.023 0.209 -0.572 0.007 0.481
factor(worker_id)8:factor(category_id)7 100 0 -0.014 0.194 -0.482 -0.019 0.586
factor(worker_id)9:factor(category_id)7 100 0 -0.023 0.195 -0.576 -0.020 0.517
factor(worker_id)10:factor(category_id)7 100 0 -0.038 0.223 -0.609 -0.013 0.517
factor(worker_id)2:factor(category_id)8 100 0 -0.013 0.194 -0.487 -0.009 0.444
factor(worker_id)3:factor(category_id)8 100 0 -0.018 0.188 -0.540 0.005 0.524
factor(worker_id)4:factor(category_id)8 100 0 -0.013 0.213 -0.593 -0.008 0.568
factor(worker_id)5:factor(category_id)8 100 0 -0.021 0.198 -0.537 -0.012 0.529
factor(worker_id)6:factor(category_id)8 100 0 -0.018 0.201 -0.528 0.006 0.435
factor(worker_id)7:factor(category_id)8 100 0 -0.009 0.210 -0.562 -0.021 0.644
factor(worker_id)8:factor(category_id)8 100 0 -0.002 0.207 -0.644 -0.014 0.517
factor(worker_id)9:factor(category_id)8 100 0 0.029 0.185 -0.354 0.053 0.497
factor(worker_id)10:factor(category_id)8 100 0 -0.018 0.190 -0.534 -0.011 0.603
factor(worker_id)2:factor(category_id)9 100 0 -0.005 0.194 -0.523 -0.006 0.417
factor(worker_id)3:factor(category_id)9 100 0 0.005 0.185 -0.475 0.019 0.370
factor(worker_id)4:factor(category_id)9 100 0 0.010 0.204 -0.653 0.034 0.448
factor(worker_id)5:factor(category_id)9 100 0 0.005 0.197 -0.470 -0.012 0.404
factor(worker_id)6:factor(category_id)9 100 0 0.007 0.193 -0.451 0.039 0.436
factor(worker_id)7:factor(category_id)9 100 0 -0.012 0.217 -0.647 0.011 0.463
factor(worker_id)8:factor(category_id)9 100 0 0.031 0.188 -0.379 0.026 0.479
factor(worker_id)9:factor(category_id)9 100 0 0.029 0.183 -0.395 0.059 0.407
factor(worker_id)10:factor(category_id)9 100 0 -0.016 0.181 -0.446 -0.003 0.373
factor(worker_id)2:factor(category_id)10 100 0 -0.003 0.219 -0.551 0.017 0.662
factor(worker_id)3:factor(category_id)10 100 0 -0.010 0.212 -0.791 -0.006 0.466
factor(worker_id)4:factor(category_id)10 100 0 0.006 0.198 -0.636 0.001 0.586
factor(worker_id)5:factor(category_id)10 100 0 -0.005 0.204 -0.522 0.016 0.441
factor(worker_id)6:factor(category_id)10 100 0 0.015 0.204 -0.555 0.019 0.553
factor(worker_id)7:factor(category_id)10 100 0 -0.005 0.226 -0.535 0.006 0.670
factor(worker_id)8:factor(category_id)10 100 0 0.014 0.227 -0.613 0.018 0.643
factor(worker_id)9:factor(category_id)10 100 0 0.010 0.209 -0.734 0.006 0.458
factor(worker_id)10:factor(category_id)10 100 0 0.003 0.200 -0.533 0.007 0.482

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0.94
factor(worker_id)9:factor(category_id)2 0.98
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)6:factor(category_id)3 0
factor(worker_id)7:factor(category_id)3 0
factor(worker_id)8:factor(category_id)3 0
factor(worker_id)9:factor(category_id)3 0
factor(worker_id)10:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0.04
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)6:factor(category_id)4 0
factor(worker_id)7:factor(category_id)4 0
factor(worker_id)8:factor(category_id)4 0
factor(worker_id)9:factor(category_id)4 0
factor(worker_id)10:factor(category_id)4 0.33
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)6:factor(category_id)5 0
factor(worker_id)7:factor(category_id)5 0
factor(worker_id)8:factor(category_id)5 0
factor(worker_id)9:factor(category_id)5 0
factor(worker_id)10:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 1
factor(worker_id)3:factor(category_id)6 1
factor(worker_id)4:factor(category_id)6 1
factor(worker_id)5:factor(category_id)6 0
factor(worker_id)6:factor(category_id)6 0.61
factor(worker_id)7:factor(category_id)6 1
factor(worker_id)8:factor(category_id)6 0.01
factor(worker_id)9:factor(category_id)6 1
factor(worker_id)10:factor(category_id)6 0.99
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)3:factor(category_id)7 0
factor(worker_id)4:factor(category_id)7 0
factor(worker_id)5:factor(category_id)7 0
factor(worker_id)6:factor(category_id)7 0
factor(worker_id)7:factor(category_id)7 0
factor(worker_id)8:factor(category_id)7 0
factor(worker_id)9:factor(category_id)7 0
factor(worker_id)10:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0.02
factor(worker_id)3:factor(category_id)8 0.57
factor(worker_id)4:factor(category_id)8 0
factor(worker_id)5:factor(category_id)8 0
factor(worker_id)6:factor(category_id)8 0
factor(worker_id)7:factor(category_id)8 0
factor(worker_id)8:factor(category_id)8 0
factor(worker_id)9:factor(category_id)8 0
factor(worker_id)10:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 1
factor(worker_id)3:factor(category_id)9 0.83
factor(worker_id)4:factor(category_id)9 0
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)6:factor(category_id)9 0
factor(worker_id)7:factor(category_id)9 0
factor(worker_id)8:factor(category_id)9 0
factor(worker_id)9:factor(category_id)9 0.76
factor(worker_id)10:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)3:factor(category_id)10 0.6
factor(worker_id)4:factor(category_id)10 0
factor(worker_id)5:factor(category_id)10 0
factor(worker_id)6:factor(category_id)10 0
factor(worker_id)7:factor(category_id)10 0
factor(worker_id)8:factor(category_id)10 0
factor(worker_id)9:factor(category_id)10 0
factor(worker_id)10:factor(category_id)10 0

Significant match effect number = 11 out of 81

num_process = 500, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.005 0.037 -0.114 -0.002 0.068
factor(worker_id)2 100 0 0.002 0.059 -0.146 0.003 0.123
factor(worker_id)3 100 0 0.004 0.054 -0.125 0.003 0.156
factor(worker_id)4 100 0 0.000 0.065 -0.160 0.005 0.144
factor(worker_id)5 100 0 0.011 0.058 -0.117 0.011 0.201
factor(worker_id)6 100 0 0.003 0.058 -0.129 0.008 0.147
factor(worker_id)7 100 0 0.006 0.056 -0.119 0.004 0.125
factor(worker_id)8 100 0 0.008 0.058 -0.135 0.005 0.152
factor(worker_id)9 100 0 0.010 0.058 -0.130 0.007 0.191
factor(worker_id)10 100 0 0.000 0.058 -0.146 0.000 0.183
factor(category_id)2 100 0 0.000 0.058 -0.117 -0.006 0.128
factor(category_id)3 100 0 0.011 0.055 -0.133 0.015 0.147
factor(category_id)4 100 0 0.010 0.055 -0.122 0.004 0.149
factor(category_id)5 100 0 -0.002 0.061 -0.151 -0.010 0.149
factor(category_id)6 100 0 0.012 0.057 -0.155 0.009 0.135
factor(category_id)7 100 0 0.000 0.057 -0.113 0.002 0.128
factor(category_id)8 100 0 0.001 0.055 -0.135 -0.006 0.131
factor(category_id)9 100 0 0.003 0.056 -0.129 0.003 0.128
factor(category_id)10 100 0 0.005 0.055 -0.124 0.008 0.135
factor(worker_id)2:factor(category_id)2 100 0 0.008 0.074 -0.149 0.007 0.197
factor(worker_id)3:factor(category_id)2 100 0 0.005 0.080 -0.232 0.011 0.157
factor(worker_id)4:factor(category_id)2 100 0 0.004 0.086 -0.188 0.000 0.202
factor(worker_id)5:factor(category_id)2 100 0 -0.011 0.083 -0.245 -0.005 0.175
factor(worker_id)6:factor(category_id)2 100 0 0.007 0.075 -0.171 0.003 0.218
factor(worker_id)7:factor(category_id)2 100 0 -0.004 0.072 -0.216 -0.011 0.188
factor(worker_id)8:factor(category_id)2 100 0 0.011 0.075 -0.143 0.002 0.221
factor(worker_id)9:factor(category_id)2 100 0 0.001 0.076 -0.270 -0.004 0.208
factor(worker_id)10:factor(category_id)2 100 0 0.004 0.078 -0.166 0.002 0.159
factor(worker_id)2:factor(category_id)3 100 0 -0.008 0.086 -0.199 -0.009 0.238
factor(worker_id)3:factor(category_id)3 100 0 -0.011 0.084 -0.178 -0.013 0.229
factor(worker_id)4:factor(category_id)3 100 0 -0.004 0.093 -0.216 -0.006 0.233
factor(worker_id)5:factor(category_id)3 100 0 -0.013 0.084 -0.238 -0.003 0.228
factor(worker_id)6:factor(category_id)3 100 0 -0.006 0.083 -0.207 -0.005 0.184
factor(worker_id)7:factor(category_id)3 100 0 -0.004 0.082 -0.187 -0.007 0.247
factor(worker_id)8:factor(category_id)3 100 0 -0.009 0.080 -0.198 -0.009 0.189
factor(worker_id)9:factor(category_id)3 100 0 -0.014 0.087 -0.202 -0.011 0.289
factor(worker_id)10:factor(category_id)3 100 0 -0.001 0.080 -0.257 0.001 0.170
factor(worker_id)2:factor(category_id)4 100 0 -0.005 0.093 -0.213 -0.006 0.218
factor(worker_id)3:factor(category_id)4 100 0 -0.012 0.076 -0.205 -0.003 0.156
factor(worker_id)4:factor(category_id)4 100 0 -0.004 0.093 -0.261 -0.002 0.189
factor(worker_id)5:factor(category_id)4 100 0 -0.016 0.080 -0.185 -0.016 0.176
factor(worker_id)6:factor(category_id)4 100 0 -0.003 0.088 -0.204 0.008 0.199
factor(worker_id)7:factor(category_id)4 100 0 -0.004 0.075 -0.155 -0.007 0.187
factor(worker_id)8:factor(category_id)4 100 0 -0.010 0.089 -0.230 0.002 0.194
factor(worker_id)9:factor(category_id)4 100 0 -0.010 0.072 -0.212 -0.013 0.177
factor(worker_id)10:factor(category_id)4 100 0 -0.003 0.088 -0.224 -0.005 0.244
factor(worker_id)2:factor(category_id)5 100 0 0.006 0.098 -0.207 0.007 0.276
factor(worker_id)3:factor(category_id)5 100 0 0.004 0.088 -0.223 0.015 0.166
factor(worker_id)4:factor(category_id)5 100 0 0.014 0.089 -0.220 0.008 0.251
factor(worker_id)5:factor(category_id)5 100 0 -0.009 0.088 -0.279 -0.014 0.196
factor(worker_id)6:factor(category_id)5 100 0 0.004 0.090 -0.226 -0.002 0.251
factor(worker_id)7:factor(category_id)5 100 0 0.006 0.095 -0.232 0.013 0.223
factor(worker_id)8:factor(category_id)5 100 0 0.000 0.090 -0.220 0.012 0.161
factor(worker_id)9:factor(category_id)5 100 0 -0.005 0.087 -0.208 0.003 0.190
factor(worker_id)10:factor(category_id)5 100 0 0.007 0.087 -0.182 0.002 0.248
factor(worker_id)2:factor(category_id)6 100 0 -0.006 0.086 -0.191 -0.008 0.228
factor(worker_id)3:factor(category_id)6 100 0 -0.009 0.085 -0.181 -0.012 0.180
factor(worker_id)4:factor(category_id)6 100 0 -0.014 0.092 -0.192 -0.007 0.272
factor(worker_id)5:factor(category_id)6 100 0 -0.017 0.093 -0.250 -0.016 0.200
factor(worker_id)6:factor(category_id)6 100 0 -0.012 0.089 -0.266 -0.004 0.194
factor(worker_id)7:factor(category_id)6 100 0 -0.015 0.081 -0.199 -0.010 0.157
factor(worker_id)8:factor(category_id)6 100 0 -0.012 0.088 -0.209 -0.023 0.270
factor(worker_id)9:factor(category_id)6 100 0 -0.027 0.088 -0.279 -0.028 0.196
factor(worker_id)10:factor(category_id)6 100 0 -0.009 0.084 -0.178 -0.017 0.261
factor(worker_id)2:factor(category_id)7 100 0 0.000 0.087 -0.206 0.010 0.210
factor(worker_id)3:factor(category_id)7 100 0 0.004 0.076 -0.183 0.008 0.155
factor(worker_id)4:factor(category_id)7 100 0 0.010 0.090 -0.220 0.005 0.243
factor(worker_id)5:factor(category_id)7 100 0 -0.011 0.081 -0.193 -0.021 0.197
factor(worker_id)6:factor(category_id)7 100 0 0.010 0.085 -0.273 0.006 0.199
factor(worker_id)7:factor(category_id)7 100 0 -0.001 0.084 -0.180 -0.005 0.208
factor(worker_id)8:factor(category_id)7 100 0 -0.002 0.079 -0.176 -0.003 0.217
factor(worker_id)9:factor(category_id)7 100 0 0.005 0.078 -0.197 -0.006 0.158
factor(worker_id)10:factor(category_id)7 100 0 0.006 0.084 -0.362 0.008 0.177
factor(worker_id)2:factor(category_id)8 100 0 0.001 0.080 -0.171 -0.013 0.201
factor(worker_id)3:factor(category_id)8 100 0 -0.004 0.085 -0.309 -0.011 0.167
factor(worker_id)4:factor(category_id)8 100 0 -0.007 0.085 -0.227 -0.008 0.174
factor(worker_id)5:factor(category_id)8 100 0 -0.015 0.086 -0.201 -0.009 0.188
factor(worker_id)6:factor(category_id)8 100 0 0.000 0.080 -0.165 -0.013 0.149
factor(worker_id)7:factor(category_id)8 100 0 -0.004 0.083 -0.202 -0.005 0.209
factor(worker_id)8:factor(category_id)8 100 0 -0.010 0.087 -0.196 -0.003 0.210
factor(worker_id)9:factor(category_id)8 100 0 -0.012 0.084 -0.168 -0.012 0.203
factor(worker_id)10:factor(category_id)8 100 0 0.004 0.090 -0.210 0.009 0.253
factor(worker_id)2:factor(category_id)9 100 0 -0.006 0.094 -0.197 -0.007 0.209
factor(worker_id)3:factor(category_id)9 100 0 -0.001 0.074 -0.166 -0.005 0.204
factor(worker_id)4:factor(category_id)9 100 0 0.006 0.089 -0.254 0.010 0.201
factor(worker_id)5:factor(category_id)9 100 0 -0.016 0.079 -0.264 -0.016 0.156
factor(worker_id)6:factor(category_id)9 100 0 -0.002 0.093 -0.248 -0.012 0.223
factor(worker_id)7:factor(category_id)9 100 0 -0.007 0.081 -0.179 -0.005 0.195
factor(worker_id)8:factor(category_id)9 100 0 -0.008 0.079 -0.185 -0.014 0.210
factor(worker_id)9:factor(category_id)9 100 0 -0.009 0.083 -0.204 -0.008 0.163
factor(worker_id)10:factor(category_id)9 100 0 0.005 0.082 -0.209 0.015 0.173
factor(worker_id)2:factor(category_id)10 100 0 0.000 0.084 -0.151 -0.008 0.257
factor(worker_id)3:factor(category_id)10 100 0 -0.004 0.085 -0.198 0.001 0.220
factor(worker_id)4:factor(category_id)10 100 0 0.003 0.087 -0.184 0.013 0.193
factor(worker_id)5:factor(category_id)10 100 0 -0.006 0.082 -0.196 -0.017 0.204
factor(worker_id)6:factor(category_id)10 100 0 0.002 0.088 -0.194 0.014 0.221
factor(worker_id)7:factor(category_id)10 100 0 -0.007 0.080 -0.248 -0.007 0.185
factor(worker_id)8:factor(category_id)10 100 0 -0.009 0.074 -0.153 -0.021 0.169
factor(worker_id)9:factor(category_id)10 100 0 -0.022 0.084 -0.258 -0.026 0.175
factor(worker_id)10:factor(category_id)10 100 0 0.005 0.087 -0.226 0.009 0.203

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 1
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 1
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 1
factor(worker_id)4:factor(category_id)3 1
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)6:factor(category_id)3 1
factor(worker_id)7:factor(category_id)3 0
factor(worker_id)8:factor(category_id)3 1
factor(worker_id)9:factor(category_id)3 0
factor(worker_id)10:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)6:factor(category_id)4 0
factor(worker_id)7:factor(category_id)4 0
factor(worker_id)8:factor(category_id)4 0
factor(worker_id)9:factor(category_id)4 0
factor(worker_id)10:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 0.4
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)6:factor(category_id)5 0
factor(worker_id)7:factor(category_id)5 0
factor(worker_id)8:factor(category_id)5 1
factor(worker_id)9:factor(category_id)5 0
factor(worker_id)10:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 0.07
factor(worker_id)5:factor(category_id)6 0
factor(worker_id)6:factor(category_id)6 0
factor(worker_id)7:factor(category_id)6 0
factor(worker_id)8:factor(category_id)6 0
factor(worker_id)9:factor(category_id)6 0
factor(worker_id)10:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)3:factor(category_id)7 1
factor(worker_id)4:factor(category_id)7 1
factor(worker_id)5:factor(category_id)7 1
factor(worker_id)6:factor(category_id)7 1
factor(worker_id)7:factor(category_id)7 0
factor(worker_id)8:factor(category_id)7 1
factor(worker_id)9:factor(category_id)7 0
factor(worker_id)10:factor(category_id)7 0.99
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)3:factor(category_id)8 0.35
factor(worker_id)4:factor(category_id)8 0.76
factor(worker_id)5:factor(category_id)8 0
factor(worker_id)6:factor(category_id)8 0.32
factor(worker_id)7:factor(category_id)8 0
factor(worker_id)8:factor(category_id)8 0
factor(worker_id)9:factor(category_id)8 0
factor(worker_id)10:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)3:factor(category_id)9 1
factor(worker_id)4:factor(category_id)9 0.12
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)6:factor(category_id)9 1
factor(worker_id)7:factor(category_id)9 0
factor(worker_id)8:factor(category_id)9 0
factor(worker_id)9:factor(category_id)9 0
factor(worker_id)10:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)3:factor(category_id)10 1
factor(worker_id)4:factor(category_id)10 0.17
factor(worker_id)5:factor(category_id)10 0
factor(worker_id)6:factor(category_id)10 1
factor(worker_id)7:factor(category_id)10 0
factor(worker_id)8:factor(category_id)10 0.4
factor(worker_id)9:factor(category_id)10 0
factor(worker_id)10:factor(category_id)10 0

Significant match effect number = 17 out of 81

worker=10 category=20 data

num_process = 10, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.027 0.345 -0.883 -0.073 0.617
factor(worker_id)2 100 0 0.075 0.423 -0.814 0.080 1.034
factor(worker_id)3 100 0 0.024 0.465 -1.025 0.022 1.353
factor(worker_id)4 100 0 0.059 0.446 -0.937 0.075 1.271
factor(worker_id)5 100 0 0.062 0.478 -0.899 0.130 1.248
factor(worker_id)6 100 0 -0.002 0.471 -1.224 -0.005 1.068
factor(worker_id)7 100 0 0.022 0.488 -1.173 0.047 0.894
factor(worker_id)8 100 0 0.080 0.464 -0.901 0.044 0.999
factor(worker_id)9 100 0 0.034 0.453 -1.195 -0.001 1.466
factor(worker_id)10 100 0 0.007 0.476 -0.997 -0.032 1.249
factor(category_id)2 100 0 0.024 0.441 -0.928 0.034 1.112
factor(category_id)3 100 0 0.035 0.445 -0.725 -0.003 1.279
factor(category_id)4 100 0 0.029 0.465 -0.980 0.062 1.109
factor(category_id)5 100 0 0.032 0.488 -1.092 -0.002 1.392
factor(category_id)6 100 0 0.049 0.482 -1.471 0.085 1.279
factor(category_id)7 100 0 -0.002 0.482 -1.084 -0.010 1.578
factor(category_id)8 100 0 -0.051 0.506 -1.189 -0.009 1.174
factor(category_id)9 100 0 0.058 0.431 -0.779 -0.002 1.557
factor(category_id)10 100 0 0.060 0.512 -1.267 0.026 1.419
factor(category_id)11 100 0 0.036 0.479 -1.090 0.038 1.222
factor(category_id)12 100 0 0.019 0.477 -1.042 -0.001 1.495
factor(category_id)13 100 0 0.019 0.506 -1.059 -0.001 1.194
factor(category_id)14 100 0 0.012 0.475 -1.109 0.020 1.187
factor(category_id)15 100 0 -0.021 0.441 -1.059 -0.022 0.833
factor(category_id)16 100 0 0.055 0.527 -1.293 0.095 1.444
factor(category_id)17 100 0 0.086 0.483 -1.064 0.076 1.153
factor(category_id)18 100 0 0.047 0.468 -1.129 0.063 1.230
factor(category_id)19 100 0 -0.005 0.430 -0.999 -0.004 1.120
factor(category_id)20 100 0 0.074 0.442 -0.861 -0.014 1.032
factor(worker_id)2:factor(category_id)2 100 0 -0.112 0.582 -1.369 -0.121 1.332
factor(worker_id)3:factor(category_id)2 100 0 -0.007 0.643 -1.365 -0.005 1.384
factor(worker_id)4:factor(category_id)2 100 0 -0.027 0.579 -1.683 0.079 1.226
factor(worker_id)5:factor(category_id)2 100 0 -0.080 0.646 -1.393 -0.048 1.271
factor(worker_id)6:factor(category_id)2 100 0 0.000 0.648 -1.664 0.066 1.623
factor(worker_id)7:factor(category_id)2 100 0 -0.027 0.673 -1.936 -0.037 1.554
factor(worker_id)8:factor(category_id)2 100 0 -0.097 0.566 -1.283 -0.091 1.185
factor(worker_id)9:factor(category_id)2 100 0 -0.026 0.648 -1.646 0.000 1.694
factor(worker_id)10:factor(category_id)2 100 0 -0.017 0.678 -1.724 0.027 1.395
factor(worker_id)2:factor(category_id)3 100 0 -0.070 0.625 -1.594 -0.008 1.172
factor(worker_id)3:factor(category_id)3 100 0 -0.008 0.683 -1.805 0.006 1.721
factor(worker_id)4:factor(category_id)3 100 0 -0.011 0.590 -1.580 -0.086 1.575
factor(worker_id)5:factor(category_id)3 100 0 0.016 0.584 -1.453 0.076 1.259
factor(worker_id)6:factor(category_id)3 100 0 -0.029 0.644 -1.937 0.026 1.355
factor(worker_id)7:factor(category_id)3 100 0 0.034 0.663 -2.000 0.029 1.912
factor(worker_id)8:factor(category_id)3 100 0 -0.124 0.615 -1.495 -0.103 1.262
factor(worker_id)9:factor(category_id)3 100 0 -0.066 0.638 -2.011 -0.096 1.881
factor(worker_id)10:factor(category_id)3 100 0 -0.035 0.604 -1.315 0.032 1.320
factor(worker_id)2:factor(category_id)4 100 0 -0.098 0.680 -1.393 -0.163 1.578
factor(worker_id)3:factor(category_id)4 100 0 -0.008 0.591 -1.961 -0.084 1.219
factor(worker_id)4:factor(category_id)4 100 0 -0.088 0.571 -1.420 -0.027 1.371
factor(worker_id)5:factor(category_id)4 100 0 -0.094 0.717 -1.527 -0.128 1.631
factor(worker_id)6:factor(category_id)4 100 0 0.054 0.702 -1.553 0.023 2.164
factor(worker_id)7:factor(category_id)4 100 0 -0.028 0.698 -1.606 -0.037 1.922
factor(worker_id)8:factor(category_id)4 100 0 -0.031 0.647 -1.500 -0.066 1.564
factor(worker_id)9:factor(category_id)4 100 0 0.035 0.613 -1.352 0.087 1.434
factor(worker_id)10:factor(category_id)4 100 0 0.047 0.678 -1.495 0.066 1.746
factor(worker_id)2:factor(category_id)5 100 0 -0.102 0.624 -1.660 -0.080 1.146
factor(worker_id)3:factor(category_id)5 100 0 -0.034 0.642 -1.625 -0.069 1.415
factor(worker_id)4:factor(category_id)5 100 0 -0.046 0.610 -1.442 -0.113 1.295
factor(worker_id)5:factor(category_id)5 100 0 -0.099 0.688 -1.853 -0.108 1.434
factor(worker_id)6:factor(category_id)5 100 0 -0.024 0.621 -1.228 -0.044 1.709
factor(worker_id)7:factor(category_id)5 100 0 -0.039 0.677 -1.877 -0.011 1.624
factor(worker_id)8:factor(category_id)5 100 0 -0.115 0.647 -2.236 -0.073 1.260
factor(worker_id)9:factor(category_id)5 100 0 -0.049 0.680 -1.731 -0.098 1.855
factor(worker_id)10:factor(category_id)5 100 0 -0.020 0.620 -1.578 -0.075 1.408
factor(worker_id)2:factor(category_id)6 100 0 -0.102 0.616 -1.623 -0.112 1.247
factor(worker_id)3:factor(category_id)6 100 0 -0.030 0.664 -2.077 -0.009 1.842
factor(worker_id)4:factor(category_id)6 100 0 -0.103 0.679 -1.811 -0.031 1.441
factor(worker_id)5:factor(category_id)6 100 0 -0.086 0.613 -1.488 -0.082 1.860
factor(worker_id)6:factor(category_id)6 100 0 0.011 0.653 -1.846 -0.048 1.949
factor(worker_id)7:factor(category_id)6 100 0 0.026 0.751 -1.443 0.000 1.948
factor(worker_id)8:factor(category_id)6 100 0 -0.049 0.630 -1.161 -0.099 1.576
factor(worker_id)9:factor(category_id)6 100 0 -0.058 0.652 -1.405 -0.082 1.649
factor(worker_id)10:factor(category_id)6 100 0 -0.026 0.629 -1.462 0.015 1.494
factor(worker_id)2:factor(category_id)7 100 0 -0.064 0.671 -1.927 0.037 1.317
factor(worker_id)3:factor(category_id)7 100 0 0.040 0.668 -1.533 -0.017 1.845
factor(worker_id)4:factor(category_id)7 100 0 -0.009 0.602 -1.658 -0.021 1.728
factor(worker_id)5:factor(category_id)7 100 0 -0.021 0.728 -2.016 -0.010 2.028
factor(worker_id)6:factor(category_id)7 100 0 0.037 0.649 -1.973 0.110 1.846
factor(worker_id)7:factor(category_id)7 100 0 0.020 0.713 -1.708 0.033 2.197
factor(worker_id)8:factor(category_id)7 100 0 -0.096 0.690 -2.086 -0.064 1.153
factor(worker_id)9:factor(category_id)7 100 0 0.052 0.636 -2.170 0.095 1.392
factor(worker_id)10:factor(category_id)7 100 0 0.015 0.654 -1.575 0.080 1.932
factor(worker_id)2:factor(category_id)8 100 0 -0.010 0.643 -1.770 -0.032 1.477
factor(worker_id)3:factor(category_id)8 100 0 0.120 0.618 -1.435 0.140 1.519
factor(worker_id)4:factor(category_id)8 100 0 -0.003 0.639 -1.369 0.033 1.871
factor(worker_id)5:factor(category_id)8 100 0 0.032 0.683 -1.861 0.049 1.537
factor(worker_id)6:factor(category_id)8 100 0 0.073 0.680 -1.291 0.158 1.555
factor(worker_id)7:factor(category_id)8 100 0 0.029 0.707 -1.580 -0.028 1.961
factor(worker_id)8:factor(category_id)8 100 0 0.017 0.739 -1.964 0.039 1.731
factor(worker_id)9:factor(category_id)8 100 0 0.019 0.660 -2.099 0.059 2.067
factor(worker_id)10:factor(category_id)8 100 0 0.031 0.663 -1.577 0.072 1.465
factor(worker_id)2:factor(category_id)9 100 0 -0.080 0.607 -2.103 -0.024 1.463
factor(worker_id)3:factor(category_id)9 100 0 -0.062 0.603 -2.172 0.016 1.378
factor(worker_id)4:factor(category_id)9 100 0 -0.111 0.573 -1.756 -0.219 1.144
factor(worker_id)5:factor(category_id)9 100 0 -0.111 0.606 -1.958 -0.046 1.080
factor(worker_id)6:factor(category_id)9 100 0 -0.019 0.630 -1.597 0.010 1.295
factor(worker_id)7:factor(category_id)9 100 0 -0.036 0.648 -1.468 -0.082 1.617
factor(worker_id)8:factor(category_id)9 100 0 -0.119 0.575 -1.639 -0.117 1.076
factor(worker_id)9:factor(category_id)9 100 0 -0.046 0.655 -1.712 -0.017 1.614
factor(worker_id)10:factor(category_id)9 100 0 -0.047 0.633 -1.671 -0.137 1.696
factor(worker_id)2:factor(category_id)10 100 0 -0.098 0.641 -1.667 -0.059 1.181
factor(worker_id)3:factor(category_id)10 100 0 -0.095 0.700 -1.652 -0.133 1.599
factor(worker_id)4:factor(category_id)10 100 0 -0.099 0.704 -2.078 -0.048 1.902
factor(worker_id)5:factor(category_id)10 100 0 -0.114 0.678 -1.686 -0.115 1.467
factor(worker_id)6:factor(category_id)10 100 0 -0.020 0.667 -1.755 -0.076 1.502
factor(worker_id)7:factor(category_id)10 100 0 -0.079 0.580 -1.421 -0.082 1.360
factor(worker_id)8:factor(category_id)10 100 0 -0.070 0.708 -1.546 -0.095 1.803
factor(worker_id)9:factor(category_id)10 100 0 -0.023 0.695 -1.732 -0.001 1.798
factor(worker_id)10:factor(category_id)10 100 0 0.024 0.666 -1.678 0.077 1.547
factor(worker_id)2:factor(category_id)11 100 0 -0.098 0.626 -1.631 -0.060 1.556
factor(worker_id)3:factor(category_id)11 100 0 -0.021 0.701 -1.854 0.090 1.761
factor(worker_id)4:factor(category_id)11 100 0 -0.058 0.629 -1.669 -0.047 1.512
factor(worker_id)5:factor(category_id)11 100 0 -0.033 0.662 -2.207 -0.036 1.348
factor(worker_id)6:factor(category_id)11 100 0 -0.008 0.602 -1.029 -0.092 1.332
factor(worker_id)7:factor(category_id)11 100 0 -0.064 0.600 -1.680 -0.053 1.433
factor(worker_id)8:factor(category_id)11 100 0 -0.122 0.643 -1.502 -0.145 1.435
factor(worker_id)9:factor(category_id)11 100 0 -0.036 0.641 -1.597 -0.044 1.526
factor(worker_id)10:factor(category_id)11 100 0 0.006 0.691 -1.630 0.021 1.535
factor(worker_id)2:factor(category_id)12 100 0 -0.093 0.655 -1.617 -0.047 1.421
factor(worker_id)3:factor(category_id)12 100 0 -0.026 0.620 -1.588 -0.054 1.435
factor(worker_id)4:factor(category_id)12 100 0 -0.085 0.637 -2.028 -0.042 1.556
factor(worker_id)5:factor(category_id)12 100 0 0.004 0.679 -2.144 -0.019 1.881
factor(worker_id)6:factor(category_id)12 100 0 -0.029 0.686 -1.630 0.007 1.447
factor(worker_id)7:factor(category_id)12 100 0 -0.040 0.623 -1.529 -0.052 1.443
factor(worker_id)8:factor(category_id)12 100 0 -0.057 0.627 -2.286 -0.106 1.295
factor(worker_id)9:factor(category_id)12 100 0 -0.032 0.685 -1.760 0.039 1.842
factor(worker_id)10:factor(category_id)12 100 0 0.031 0.657 -2.408 -0.020 1.825
factor(worker_id)2:factor(category_id)13 100 0 -0.094 0.647 -1.599 -0.094 1.041
factor(worker_id)3:factor(category_id)13 100 0 -0.085 0.660 -1.625 -0.128 1.293
factor(worker_id)4:factor(category_id)13 100 0 -0.077 0.651 -1.774 -0.078 1.478
factor(worker_id)5:factor(category_id)13 100 0 -0.082 0.739 -1.870 -0.038 1.523
factor(worker_id)6:factor(category_id)13 100 0 -0.033 0.686 -1.800 -0.034 1.986
factor(worker_id)7:factor(category_id)13 100 0 -0.008 0.699 -1.431 0.010 1.693
factor(worker_id)8:factor(category_id)13 100 0 -0.094 0.728 -1.914 -0.071 1.463
factor(worker_id)9:factor(category_id)13 100 0 -0.077 0.655 -1.798 -0.034 1.144
factor(worker_id)10:factor(category_id)13 100 0 0.027 0.655 -1.493 0.116 1.392
factor(worker_id)2:factor(category_id)14 100 0 -0.075 0.670 -1.926 -0.053 1.395
factor(worker_id)3:factor(category_id)14 100 0 0.031 0.661 -1.609 0.037 1.605
factor(worker_id)4:factor(category_id)14 100 0 -0.070 0.667 -1.931 -0.069 1.728
factor(worker_id)5:factor(category_id)14 100 0 -0.022 0.691 -1.594 -0.086 1.806
factor(worker_id)6:factor(category_id)14 100 0 0.061 0.644 -1.229 0.064 1.943
factor(worker_id)7:factor(category_id)14 100 0 -0.037 0.603 -1.378 -0.059 1.622
factor(worker_id)8:factor(category_id)14 100 0 -0.016 0.686 -1.605 -0.099 2.020
factor(worker_id)9:factor(category_id)14 100 0 -0.033 0.664 -1.974 -0.095 1.637
factor(worker_id)10:factor(category_id)14 100 0 0.017 0.595 -1.581 -0.013 1.464
factor(worker_id)2:factor(category_id)15 100 0 -0.004 0.660 -1.756 -0.003 1.595
factor(worker_id)3:factor(category_id)15 100 0 0.009 0.628 -1.722 -0.043 1.572
factor(worker_id)4:factor(category_id)15 100 0 -0.027 0.638 -1.835 0.006 1.283
factor(worker_id)5:factor(category_id)15 100 0 -0.012 0.684 -2.009 -0.031 1.725
factor(worker_id)6:factor(category_id)15 100 0 0.002 0.650 -1.430 0.054 1.776
factor(worker_id)7:factor(category_id)15 100 0 -0.012 0.608 -1.507 0.014 1.602
factor(worker_id)8:factor(category_id)15 100 0 0.017 0.598 -1.567 0.005 1.337
factor(worker_id)9:factor(category_id)15 100 0 0.045 0.671 -1.875 0.039 1.595
factor(worker_id)10:factor(category_id)15 100 0 0.086 0.651 -1.359 0.134 1.453
factor(worker_id)2:factor(category_id)16 100 0 -0.203 0.652 -1.562 -0.182 1.666
factor(worker_id)3:factor(category_id)16 100 0 -0.035 0.721 -1.566 0.006 1.826
factor(worker_id)4:factor(category_id)16 100 0 -0.104 0.639 -2.032 -0.100 1.242
factor(worker_id)5:factor(category_id)16 100 0 -0.068 0.652 -2.153 -0.131 1.502
factor(worker_id)6:factor(category_id)16 100 0 0.024 0.746 -1.366 -0.107 1.952
factor(worker_id)7:factor(category_id)16 100 0 -0.033 0.720 -1.744 -0.036 1.774
factor(worker_id)8:factor(category_id)16 100 0 -0.075 0.655 -1.825 -0.111 1.372
factor(worker_id)9:factor(category_id)16 100 0 -0.057 0.658 -1.723 -0.017 1.640
factor(worker_id)10:factor(category_id)16 100 0 -0.042 0.735 -1.844 -0.103 1.734
factor(worker_id)2:factor(category_id)17 100 0 -0.152 0.640 -1.657 -0.095 1.993
factor(worker_id)3:factor(category_id)17 100 0 -0.086 0.672 -1.486 0.005 1.610
factor(worker_id)4:factor(category_id)17 100 0 -0.148 0.631 -1.969 -0.072 0.949
factor(worker_id)5:factor(category_id)17 100 0 -0.155 0.645 -1.813 -0.131 1.472
factor(worker_id)6:factor(category_id)17 100 0 -0.049 0.628 -1.631 -0.019 1.554
factor(worker_id)7:factor(category_id)17 100 0 -0.071 0.700 -1.540 -0.191 1.650
factor(worker_id)8:factor(category_id)17 100 0 -0.171 0.665 -1.823 -0.238 1.949
factor(worker_id)9:factor(category_id)17 100 0 -0.095 0.654 -1.378 -0.043 1.383
factor(worker_id)10:factor(category_id)17 100 0 -0.070 0.719 -2.227 -0.009 1.566
factor(worker_id)2:factor(category_id)18 100 0 -0.039 0.640 -1.563 -0.059 1.477
factor(worker_id)3:factor(category_id)18 100 0 -0.030 0.684 -2.543 -0.073 1.754
factor(worker_id)4:factor(category_id)18 100 0 -0.073 0.630 -1.516 -0.100 1.515
factor(worker_id)5:factor(category_id)18 100 0 -0.078 0.728 -2.055 -0.089 1.576
factor(worker_id)6:factor(category_id)18 100 0 -0.037 0.670 -1.767 -0.059 1.646
factor(worker_id)7:factor(category_id)18 100 0 -0.085 0.677 -1.556 -0.147 1.572
factor(worker_id)8:factor(category_id)18 100 0 -0.058 0.660 -1.414 -0.107 1.512
factor(worker_id)9:factor(category_id)18 100 0 -0.043 0.633 -2.169 -0.037 1.505
factor(worker_id)10:factor(category_id)18 100 0 -0.001 0.659 -1.827 -0.029 1.553
factor(worker_id)2:factor(category_id)19 100 0 -0.088 0.586 -1.434 -0.030 1.357
factor(worker_id)3:factor(category_id)19 100 0 0.056 0.648 -1.561 0.079 1.608
factor(worker_id)4:factor(category_id)19 100 0 -0.062 0.630 -1.552 -0.116 1.389
factor(worker_id)5:factor(category_id)19 100 0 -0.005 0.668 -1.784 0.014 1.587
factor(worker_id)6:factor(category_id)19 100 0 0.059 0.640 -1.190 0.095 1.467
factor(worker_id)7:factor(category_id)19 100 0 0.024 0.607 -1.282 0.043 2.011
factor(worker_id)8:factor(category_id)19 100 0 -0.075 0.650 -1.647 0.016 1.738
factor(worker_id)9:factor(category_id)19 100 0 -0.028 0.578 -1.458 0.008 1.364
factor(worker_id)10:factor(category_id)19 100 0 -0.030 0.652 -1.671 0.127 2.110
factor(worker_id)2:factor(category_id)20 100 0 -0.148 0.617 -1.387 -0.127 1.363
factor(worker_id)3:factor(category_id)20 100 0 -0.105 0.611 -1.464 -0.135 1.147
factor(worker_id)4:factor(category_id)20 100 0 -0.157 0.566 -2.127 -0.152 1.292
factor(worker_id)5:factor(category_id)20 100 0 -0.125 0.628 -1.629 -0.056 1.119
factor(worker_id)6:factor(category_id)20 100 0 0.006 0.703 -1.707 0.017 1.508
factor(worker_id)7:factor(category_id)20 100 0 -0.081 0.667 -1.447 -0.094 1.583
factor(worker_id)8:factor(category_id)20 100 0 -0.088 0.606 -1.524 -0.094 1.124
factor(worker_id)9:factor(category_id)20 100 0 -0.112 0.597 -1.466 -0.131 1.049
factor(worker_id)10:factor(category_id)20 100 0 -0.068 0.626 -1.449 -0.083 1.303

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.88
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0.22
factor(worker_id)6:factor(category_id)3 0
factor(worker_id)7:factor(category_id)3 0
factor(worker_id)8:factor(category_id)3 0.17
factor(worker_id)9:factor(category_id)3 0
factor(worker_id)10:factor(category_id)3 0.46
factor(worker_id)2:factor(category_id)4 0.06
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0.21
factor(worker_id)6:factor(category_id)4 0.26
factor(worker_id)7:factor(category_id)4 0.01
factor(worker_id)8:factor(category_id)4 0.07
factor(worker_id)9:factor(category_id)4 0
factor(worker_id)10:factor(category_id)4 0.14
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 0.33
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0.18
factor(worker_id)6:factor(category_id)5 0.31
factor(worker_id)7:factor(category_id)5 0
factor(worker_id)8:factor(category_id)5 0.13
factor(worker_id)9:factor(category_id)5 0
factor(worker_id)10:factor(category_id)5 0.98
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)3:factor(category_id)6 0.01
factor(worker_id)4:factor(category_id)6 0
factor(worker_id)5:factor(category_id)6 0.1
factor(worker_id)6:factor(category_id)6 0.25
factor(worker_id)7:factor(category_id)6 0
factor(worker_id)8:factor(category_id)6 0.37
factor(worker_id)9:factor(category_id)6 0.04
factor(worker_id)10:factor(category_id)6 0.01
factor(worker_id)2:factor(category_id)7 0.08
factor(worker_id)3:factor(category_id)7 0
factor(worker_id)4:factor(category_id)7 0.63
factor(worker_id)5:factor(category_id)7 0.8
factor(worker_id)6:factor(category_id)7 0.17
factor(worker_id)7:factor(category_id)7 0.26
factor(worker_id)8:factor(category_id)7 0.09
factor(worker_id)9:factor(category_id)7 0.01
factor(worker_id)10:factor(category_id)7 0.97
factor(worker_id)2:factor(category_id)8 0.23
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 0
factor(worker_id)5:factor(category_id)8 0.92
factor(worker_id)6:factor(category_id)8 0.47
factor(worker_id)7:factor(category_id)8 0.01
factor(worker_id)8:factor(category_id)8 0.34
factor(worker_id)9:factor(category_id)8 0
factor(worker_id)10:factor(category_id)8 0.39
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)3:factor(category_id)9 0
factor(worker_id)4:factor(category_id)9 0
factor(worker_id)5:factor(category_id)9 0.23
factor(worker_id)6:factor(category_id)9 0
factor(worker_id)7:factor(category_id)9 0
factor(worker_id)8:factor(category_id)9 0
factor(worker_id)9:factor(category_id)9 0
factor(worker_id)10:factor(category_id)9 0.99
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)3:factor(category_id)10 0
factor(worker_id)4:factor(category_id)10 0
factor(worker_id)5:factor(category_id)10 0
factor(worker_id)6:factor(category_id)10 0
factor(worker_id)7:factor(category_id)10 0
factor(worker_id)8:factor(category_id)10 0.17
factor(worker_id)9:factor(category_id)10 0
factor(worker_id)10:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0.85
factor(worker_id)3:factor(category_id)11 0.31
factor(worker_id)4:factor(category_id)11 0.1
factor(worker_id)5:factor(category_id)11 0.73
factor(worker_id)6:factor(category_id)11 0.15
factor(worker_id)7:factor(category_id)11 0.48
factor(worker_id)8:factor(category_id)11 0.58
factor(worker_id)9:factor(category_id)11 0
factor(worker_id)10:factor(category_id)11 1
factor(worker_id)2:factor(category_id)12 0.06
factor(worker_id)3:factor(category_id)12 0.02
factor(worker_id)4:factor(category_id)12 0
factor(worker_id)5:factor(category_id)12 0.29
factor(worker_id)6:factor(category_id)12 0.52
factor(worker_id)7:factor(category_id)12 0.3
factor(worker_id)8:factor(category_id)12 0.15
factor(worker_id)9:factor(category_id)12 0
factor(worker_id)10:factor(category_id)12 0.07
factor(worker_id)2:factor(category_id)13 0
factor(worker_id)3:factor(category_id)13 0
factor(worker_id)4:factor(category_id)13 0.09
factor(worker_id)5:factor(category_id)13 0.01
factor(worker_id)6:factor(category_id)13 0.01
factor(worker_id)7:factor(category_id)13 0
factor(worker_id)8:factor(category_id)13 0.15
factor(worker_id)9:factor(category_id)13 0
factor(worker_id)10:factor(category_id)13 0.04
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)3:factor(category_id)14 0
factor(worker_id)4:factor(category_id)14 0
factor(worker_id)5:factor(category_id)14 0.19
factor(worker_id)6:factor(category_id)14 0.04
factor(worker_id)7:factor(category_id)14 0
factor(worker_id)8:factor(category_id)14 0.02
factor(worker_id)9:factor(category_id)14 0
factor(worker_id)10:factor(category_id)14 0.16
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)3:factor(category_id)15 0
factor(worker_id)4:factor(category_id)15 0
factor(worker_id)5:factor(category_id)15 0.4
factor(worker_id)6:factor(category_id)15 0
factor(worker_id)7:factor(category_id)15 0
factor(worker_id)8:factor(category_id)15 0
factor(worker_id)9:factor(category_id)15 0
factor(worker_id)10:factor(category_id)15 0.2
factor(worker_id)2:factor(category_id)16 0.61
factor(worker_id)3:factor(category_id)16 0
factor(worker_id)4:factor(category_id)16 0.37
factor(worker_id)5:factor(category_id)16 0.49
factor(worker_id)6:factor(category_id)16 0
factor(worker_id)7:factor(category_id)16 0
factor(worker_id)8:factor(category_id)16 0.26
factor(worker_id)9:factor(category_id)16 0
factor(worker_id)10:factor(category_id)16 0.2
factor(worker_id)2:factor(category_id)17 0.62
factor(worker_id)3:factor(category_id)17 0.07
factor(worker_id)4:factor(category_id)17 0.78
factor(worker_id)5:factor(category_id)17 0.96
factor(worker_id)6:factor(category_id)17 0.97
factor(worker_id)7:factor(category_id)17 0.37
factor(worker_id)8:factor(category_id)17 0.98
factor(worker_id)9:factor(category_id)17 0.98
factor(worker_id)10:factor(category_id)17 1
factor(worker_id)2:factor(category_id)18 0.07
factor(worker_id)3:factor(category_id)18 0.01
factor(worker_id)4:factor(category_id)18 0.02
factor(worker_id)5:factor(category_id)18 0.7
factor(worker_id)6:factor(category_id)18 0.18
factor(worker_id)7:factor(category_id)18 0.65
factor(worker_id)8:factor(category_id)18 0.16
factor(worker_id)9:factor(category_id)18 0
factor(worker_id)10:factor(category_id)18 0.94
factor(worker_id)2:factor(category_id)19 0.39
factor(worker_id)3:factor(category_id)19 0.19
factor(worker_id)4:factor(category_id)19 0
factor(worker_id)5:factor(category_id)19 0.55
factor(worker_id)6:factor(category_id)19 0
factor(worker_id)7:factor(category_id)19 0.03
factor(worker_id)8:factor(category_id)19 0.63
factor(worker_id)9:factor(category_id)19 0
factor(worker_id)10:factor(category_id)19 0.67
factor(worker_id)2:factor(category_id)20 0.22
factor(worker_id)3:factor(category_id)20 0.89
factor(worker_id)4:factor(category_id)20 0
factor(worker_id)5:factor(category_id)20 0.41
factor(worker_id)6:factor(category_id)20 0.9
factor(worker_id)7:factor(category_id)20 0.07
factor(worker_id)8:factor(category_id)20 0.7
factor(worker_id)9:factor(category_id)20 0
factor(worker_id)10:factor(category_id)20 1

Significant match effect number = 15 out of 171

num_process = 20, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.038 0.215 -0.570 0.020 0.579
factor(worker_id)2 100 0 -0.021 0.332 -0.668 -0.033 0.981
factor(worker_id)3 100 0 -0.024 0.323 -0.792 -0.063 0.759
factor(worker_id)4 100 0 -0.075 0.311 -0.838 -0.076 0.595
factor(worker_id)5 100 0 -0.038 0.288 -0.881 -0.040 0.696
factor(worker_id)6 100 0 -0.066 0.296 -0.779 -0.041 0.595
factor(worker_id)7 100 0 -0.090 0.323 -0.845 -0.089 0.836
factor(worker_id)8 100 0 -0.017 0.304 -0.631 -0.082 0.947
factor(worker_id)9 100 0 -0.033 0.316 -0.860 -0.054 0.844
factor(worker_id)10 100 0 -0.032 0.318 -0.932 0.003 0.673
factor(category_id)2 100 0 -0.027 0.352 -0.917 -0.039 1.179
factor(category_id)3 100 0 -0.051 0.299 -0.739 -0.027 0.658
factor(category_id)4 100 0 -0.013 0.291 -0.834 -0.023 0.894
factor(category_id)5 100 0 -0.046 0.341 -0.761 -0.033 1.240
factor(category_id)6 100 0 -0.032 0.307 -0.996 -0.022 0.927
factor(category_id)7 100 0 -0.018 0.330 -0.971 0.042 0.693
factor(category_id)8 100 0 -0.033 0.305 -0.744 -0.034 0.679
factor(category_id)9 100 0 -0.042 0.302 -0.865 -0.055 0.596
factor(category_id)10 100 0 -0.047 0.289 -0.728 -0.045 0.535
factor(category_id)11 100 0 0.011 0.324 -0.835 0.013 0.742
factor(category_id)12 100 0 -0.026 0.294 -0.925 -0.047 0.662
factor(category_id)13 100 0 -0.010 0.293 -0.792 -0.050 0.738
factor(category_id)14 100 0 -0.047 0.309 -0.684 -0.033 0.725
factor(category_id)15 100 0 -0.085 0.283 -0.845 -0.075 0.612
factor(category_id)16 100 0 -0.048 0.305 -0.876 -0.058 0.752
factor(category_id)17 100 0 -0.044 0.293 -0.643 -0.052 0.676
factor(category_id)18 100 0 -0.016 0.316 -0.780 0.013 0.716
factor(category_id)19 100 0 -0.032 0.293 -0.749 -0.013 0.477
factor(category_id)20 100 0 -0.033 0.274 -0.672 -0.058 0.683
factor(worker_id)2:factor(category_id)2 100 0 0.045 0.496 -1.742 0.099 1.298
factor(worker_id)3:factor(category_id)2 100 0 0.008 0.496 -1.477 0.047 1.105
factor(worker_id)4:factor(category_id)2 100 0 0.077 0.475 -1.067 0.060 1.336
factor(worker_id)5:factor(category_id)2 100 0 0.070 0.429 -1.069 0.082 1.243
factor(worker_id)6:factor(category_id)2 100 0 0.040 0.479 -1.482 0.017 1.282
factor(worker_id)7:factor(category_id)2 100 0 0.106 0.516 -1.349 0.094 1.512
factor(worker_id)8:factor(category_id)2 100 0 -0.005 0.456 -1.358 -0.055 0.960
factor(worker_id)9:factor(category_id)2 100 0 0.046 0.461 -1.204 0.018 0.971
factor(worker_id)10:factor(category_id)2 100 0 0.038 0.486 -1.518 0.034 1.179
factor(worker_id)2:factor(category_id)3 100 0 0.059 0.438 -1.073 0.111 1.413
factor(worker_id)3:factor(category_id)3 100 0 0.056 0.418 -1.040 0.062 1.056
factor(worker_id)4:factor(category_id)3 100 0 0.102 0.412 -1.036 0.042 1.141
factor(worker_id)5:factor(category_id)3 100 0 0.065 0.397 -0.762 0.068 1.160
factor(worker_id)6:factor(category_id)3 100 0 0.067 0.452 -1.022 0.028 1.288
factor(worker_id)7:factor(category_id)3 100 0 0.075 0.458 -0.983 0.086 1.200
factor(worker_id)8:factor(category_id)3 100 0 0.058 0.421 -1.246 0.080 1.044
factor(worker_id)9:factor(category_id)3 100 0 0.066 0.405 -0.960 0.084 1.064
factor(worker_id)10:factor(category_id)3 100 0 0.054 0.459 -0.948 0.042 1.337
factor(worker_id)2:factor(category_id)4 100 0 -0.043 0.464 -1.164 -0.064 0.925
factor(worker_id)3:factor(category_id)4 100 0 0.026 0.442 -1.110 0.025 1.077
factor(worker_id)4:factor(category_id)4 100 0 0.047 0.436 -1.122 0.033 1.217
factor(worker_id)5:factor(category_id)4 100 0 0.012 0.413 -1.334 -0.010 0.971
factor(worker_id)6:factor(category_id)4 100 0 0.018 0.408 -1.309 0.018 1.075
factor(worker_id)7:factor(category_id)4 100 0 0.094 0.437 -1.197 0.083 1.491
factor(worker_id)8:factor(category_id)4 100 0 -0.019 0.429 -1.515 0.035 0.876
factor(worker_id)9:factor(category_id)4 100 0 0.016 0.420 -1.173 -0.031 0.805
factor(worker_id)10:factor(category_id)4 100 0 -0.012 0.398 -0.985 0.013 1.237
factor(worker_id)2:factor(category_id)5 100 0 0.046 0.518 -1.560 0.144 1.133
factor(worker_id)3:factor(category_id)5 100 0 0.020 0.460 -2.000 -0.026 1.648
factor(worker_id)4:factor(category_id)5 100 0 0.095 0.428 -0.888 0.104 0.913
factor(worker_id)5:factor(category_id)5 100 0 0.033 0.448 -1.687 0.073 1.064
factor(worker_id)6:factor(category_id)5 100 0 0.079 0.460 -1.438 0.041 1.211
factor(worker_id)7:factor(category_id)5 100 0 0.096 0.476 -1.560 0.107 1.105
factor(worker_id)8:factor(category_id)5 100 0 0.038 0.451 -1.237 0.031 1.096
factor(worker_id)9:factor(category_id)5 100 0 0.027 0.481 -1.494 -0.004 1.057
factor(worker_id)10:factor(category_id)5 100 0 0.039 0.463 -1.344 0.023 1.245
factor(worker_id)2:factor(category_id)6 100 0 0.022 0.442 -1.346 -0.038 1.223
factor(worker_id)3:factor(category_id)6 100 0 0.030 0.419 -0.870 0.048 1.262
factor(worker_id)4:factor(category_id)6 100 0 0.071 0.435 -1.005 0.039 1.176
factor(worker_id)5:factor(category_id)6 100 0 0.027 0.421 -1.126 0.041 1.049
factor(worker_id)6:factor(category_id)6 100 0 0.095 0.472 -1.007 0.077 1.537
factor(worker_id)7:factor(category_id)6 100 0 0.109 0.441 -1.219 0.102 1.508
factor(worker_id)8:factor(category_id)6 100 0 -0.015 0.445 -1.244 0.050 0.826
factor(worker_id)9:factor(category_id)6 100 0 0.057 0.411 -1.138 0.081 1.068
factor(worker_id)10:factor(category_id)6 100 0 0.021 0.460 -1.002 -0.029 1.253
factor(worker_id)2:factor(category_id)7 100 0 0.008 0.488 -1.265 0.072 1.091
factor(worker_id)3:factor(category_id)7 100 0 0.044 0.455 -0.873 0.043 0.915
factor(worker_id)4:factor(category_id)7 100 0 0.052 0.472 -1.200 0.060 1.117
factor(worker_id)5:factor(category_id)7 100 0 0.018 0.469 -1.261 -0.027 1.443
factor(worker_id)6:factor(category_id)7 100 0 0.006 0.441 -1.246 0.046 1.027
factor(worker_id)7:factor(category_id)7 100 0 0.056 0.434 -0.802 0.017 1.318
factor(worker_id)8:factor(category_id)7 100 0 -0.003 0.495 -1.180 -0.048 1.461
factor(worker_id)9:factor(category_id)7 100 0 0.032 0.466 -1.281 -0.045 0.975
factor(worker_id)10:factor(category_id)7 100 0 0.039 0.471 -1.042 -0.001 1.025
factor(worker_id)2:factor(category_id)8 100 0 0.024 0.467 -1.186 -0.006 1.150
factor(worker_id)3:factor(category_id)8 100 0 0.005 0.480 -1.127 0.016 1.085
factor(worker_id)4:factor(category_id)8 100 0 0.085 0.448 -1.167 0.139 1.251
factor(worker_id)5:factor(category_id)8 100 0 0.051 0.424 -1.311 0.080 1.162
factor(worker_id)6:factor(category_id)8 100 0 0.035 0.429 -1.226 0.056 1.240
factor(worker_id)7:factor(category_id)8 100 0 0.111 0.426 -0.961 0.143 1.084
factor(worker_id)8:factor(category_id)8 100 0 -0.022 0.401 -1.286 0.054 0.707
factor(worker_id)9:factor(category_id)8 100 0 -0.015 0.422 -1.037 -0.017 0.919
factor(worker_id)10:factor(category_id)8 100 0 0.004 0.463 -1.006 -0.007 1.129
factor(worker_id)2:factor(category_id)9 100 0 0.000 0.443 -1.168 0.029 0.987
factor(worker_id)3:factor(category_id)9 100 0 0.047 0.476 -1.027 0.123 0.951
factor(worker_id)4:factor(category_id)9 100 0 0.075 0.446 -1.031 0.058 1.030
factor(worker_id)5:factor(category_id)9 100 0 0.013 0.402 -0.930 0.050 0.981
factor(worker_id)6:factor(category_id)9 100 0 0.039 0.389 -0.796 0.024 1.158
factor(worker_id)7:factor(category_id)9 100 0 0.055 0.413 -0.826 0.013 1.108
factor(worker_id)8:factor(category_id)9 100 0 0.012 0.448 -1.054 0.022 1.045
factor(worker_id)9:factor(category_id)9 100 0 0.052 0.456 -1.162 0.050 1.116
factor(worker_id)10:factor(category_id)9 100 0 0.045 0.469 -0.997 0.034 1.050
factor(worker_id)2:factor(category_id)10 100 0 0.058 0.466 -1.244 0.074 1.520
factor(worker_id)3:factor(category_id)10 100 0 0.036 0.460 -0.871 0.122 1.166
factor(worker_id)4:factor(category_id)10 100 0 0.084 0.417 -1.033 0.097 0.997
factor(worker_id)5:factor(category_id)10 100 0 0.041 0.408 -1.048 0.092 1.135
factor(worker_id)6:factor(category_id)10 100 0 0.020 0.426 -1.013 0.047 0.968
factor(worker_id)7:factor(category_id)10 100 0 0.118 0.445 -1.035 0.116 1.240
factor(worker_id)8:factor(category_id)10 100 0 0.009 0.434 -1.145 0.002 1.008
factor(worker_id)9:factor(category_id)10 100 0 0.053 0.401 -0.825 0.031 1.125
factor(worker_id)10:factor(category_id)10 100 0 0.024 0.481 -0.981 0.031 0.998
factor(worker_id)2:factor(category_id)11 100 0 -0.056 0.445 -1.137 -0.048 0.876
factor(worker_id)3:factor(category_id)11 100 0 0.002 0.480 -1.029 0.009 1.151
factor(worker_id)4:factor(category_id)11 100 0 0.028 0.465 -1.045 0.005 1.204
factor(worker_id)5:factor(category_id)11 100 0 -0.032 0.402 -0.766 -0.064 0.875
factor(worker_id)6:factor(category_id)11 100 0 0.020 0.477 -1.066 0.004 1.320
factor(worker_id)7:factor(category_id)11 100 0 0.020 0.437 -1.155 0.053 1.162
factor(worker_id)8:factor(category_id)11 100 0 0.016 0.424 -0.905 0.027 1.006
factor(worker_id)9:factor(category_id)11 100 0 -0.014 0.449 -1.341 0.009 1.040
factor(worker_id)10:factor(category_id)11 100 0 -0.021 0.518 -1.098 -0.030 1.304
factor(worker_id)2:factor(category_id)12 100 0 0.012 0.436 -1.187 0.003 1.101
factor(worker_id)3:factor(category_id)12 100 0 0.056 0.468 -1.092 0.130 0.992
factor(worker_id)4:factor(category_id)12 100 0 0.063 0.430 -0.801 0.045 1.309
factor(worker_id)5:factor(category_id)12 100 0 0.011 0.403 -0.914 -0.045 1.024
factor(worker_id)6:factor(category_id)12 100 0 0.033 0.382 -0.912 0.065 1.069
factor(worker_id)7:factor(category_id)12 100 0 0.122 0.443 -0.719 0.106 1.526
factor(worker_id)8:factor(category_id)12 100 0 0.046 0.440 -0.925 0.051 1.431
factor(worker_id)9:factor(category_id)12 100 0 0.024 0.475 -1.304 0.068 1.474
factor(worker_id)10:factor(category_id)12 100 0 0.038 0.417 -0.904 0.023 1.180
factor(worker_id)2:factor(category_id)13 100 0 0.004 0.449 -1.213 0.024 1.092
factor(worker_id)3:factor(category_id)13 100 0 0.007 0.461 -1.050 0.000 1.095
factor(worker_id)4:factor(category_id)13 100 0 0.031 0.421 -0.968 0.051 0.980
factor(worker_id)5:factor(category_id)13 100 0 0.039 0.446 -0.992 0.010 1.209
factor(worker_id)6:factor(category_id)13 100 0 0.015 0.406 -0.781 0.032 1.111
factor(worker_id)7:factor(category_id)13 100 0 0.081 0.458 -0.935 0.106 1.177
factor(worker_id)8:factor(category_id)13 100 0 -0.048 0.417 -1.136 -0.093 0.892
factor(worker_id)9:factor(category_id)13 100 0 0.031 0.416 -1.203 0.037 1.100
factor(worker_id)10:factor(category_id)13 100 0 -0.028 0.449 -1.391 -0.021 0.975
factor(worker_id)2:factor(category_id)14 100 0 0.023 0.448 -1.060 0.017 0.995
factor(worker_id)3:factor(category_id)14 100 0 0.032 0.469 -1.072 0.037 1.214
factor(worker_id)4:factor(category_id)14 100 0 0.123 0.436 -1.058 0.132 1.128
factor(worker_id)5:factor(category_id)14 100 0 0.044 0.410 -0.948 0.073 1.091
factor(worker_id)6:factor(category_id)14 100 0 0.061 0.429 -0.810 0.063 0.963
factor(worker_id)7:factor(category_id)14 100 0 0.121 0.389 -1.174 0.144 1.118
factor(worker_id)8:factor(category_id)14 100 0 0.057 0.464 -0.888 0.051 0.975
factor(worker_id)9:factor(category_id)14 100 0 0.076 0.400 -0.709 0.070 1.001
factor(worker_id)10:factor(category_id)14 100 0 0.073 0.414 -0.800 0.036 1.499
factor(worker_id)2:factor(category_id)15 100 0 0.072 0.393 -0.701 0.060 1.090
factor(worker_id)3:factor(category_id)15 100 0 0.066 0.416 -0.820 0.064 1.139
factor(worker_id)4:factor(category_id)15 100 0 0.093 0.423 -0.870 0.097 1.047
factor(worker_id)5:factor(category_id)15 100 0 0.037 0.460 -1.247 0.067 1.099
factor(worker_id)6:factor(category_id)15 100 0 0.154 0.391 -0.745 0.195 1.015
factor(worker_id)7:factor(category_id)15 100 0 0.163 0.452 -1.124 0.145 1.057
factor(worker_id)8:factor(category_id)15 100 0 0.052 0.402 -0.994 0.056 1.141
factor(worker_id)9:factor(category_id)15 100 0 0.089 0.414 -0.865 0.004 1.254
factor(worker_id)10:factor(category_id)15 100 0 0.056 0.464 -0.972 0.032 1.232
factor(worker_id)2:factor(category_id)16 100 0 0.005 0.454 -1.191 0.030 0.882
factor(worker_id)3:factor(category_id)16 100 0 0.051 0.472 -1.014 0.061 1.221
factor(worker_id)4:factor(category_id)16 100 0 0.104 0.418 -1.073 0.108 1.138
factor(worker_id)5:factor(category_id)16 100 0 0.087 0.444 -0.897 0.118 1.272
factor(worker_id)6:factor(category_id)16 100 0 0.056 0.438 -0.864 0.068 1.272
factor(worker_id)7:factor(category_id)16 100 0 0.116 0.444 -0.776 0.137 1.228
factor(worker_id)8:factor(category_id)16 100 0 0.021 0.439 -1.135 0.061 1.264
factor(worker_id)9:factor(category_id)16 100 0 0.005 0.450 -1.050 -0.005 1.124
factor(worker_id)10:factor(category_id)16 100 0 0.084 0.467 -0.913 0.006 1.337
factor(worker_id)2:factor(category_id)17 100 0 0.000 0.455 -1.293 0.016 0.953
factor(worker_id)3:factor(category_id)17 100 0 0.037 0.466 -0.921 -0.018 1.129
factor(worker_id)4:factor(category_id)17 100 0 0.071 0.474 -1.166 0.092 1.180
factor(worker_id)5:factor(category_id)17 100 0 0.033 0.435 -0.906 -0.005 1.060
factor(worker_id)6:factor(category_id)17 100 0 0.053 0.445 -0.939 0.079 1.180
factor(worker_id)7:factor(category_id)17 100 0 0.110 0.459 -0.921 0.018 1.111
factor(worker_id)8:factor(category_id)17 100 0 0.047 0.440 -0.951 0.030 1.151
factor(worker_id)9:factor(category_id)17 100 0 0.073 0.450 -1.193 0.099 0.941
factor(worker_id)10:factor(category_id)17 100 0 0.027 0.425 -1.405 0.025 1.135
factor(worker_id)2:factor(category_id)18 100 0 -0.004 0.471 -1.230 0.031 0.935
factor(worker_id)3:factor(category_id)18 100 0 -0.004 0.409 -1.009 0.063 1.095
factor(worker_id)4:factor(category_id)18 100 0 0.041 0.461 -1.116 0.002 1.008
factor(worker_id)5:factor(category_id)18 100 0 0.012 0.426 -1.265 -0.028 1.192
factor(worker_id)6:factor(category_id)18 100 0 0.053 0.479 -1.035 -0.001 1.109
factor(worker_id)7:factor(category_id)18 100 0 0.027 0.454 -1.025 -0.031 1.005
factor(worker_id)8:factor(category_id)18 100 0 -0.009 0.447 -1.038 0.030 1.201
factor(worker_id)9:factor(category_id)18 100 0 0.016 0.451 -0.981 -0.016 1.427
factor(worker_id)10:factor(category_id)18 100 0 -0.010 0.445 -0.906 0.018 0.902
factor(worker_id)2:factor(category_id)19 100 0 0.006 0.510 -1.398 -0.015 1.202
factor(worker_id)3:factor(category_id)19 100 0 0.048 0.481 -1.077 0.026 1.161
factor(worker_id)4:factor(category_id)19 100 0 0.083 0.402 -0.837 0.083 1.282
factor(worker_id)5:factor(category_id)19 100 0 0.029 0.433 -1.086 -0.030 1.076
factor(worker_id)6:factor(category_id)19 100 0 0.069 0.404 -1.240 0.088 0.961
factor(worker_id)7:factor(category_id)19 100 0 0.088 0.505 -1.118 0.043 1.208
factor(worker_id)8:factor(category_id)19 100 0 -0.017 0.406 -0.932 -0.051 1.134
factor(worker_id)9:factor(category_id)19 100 0 0.013 0.440 -0.847 0.035 0.948
factor(worker_id)10:factor(category_id)19 100 0 0.065 0.437 -1.069 -0.035 1.106
factor(worker_id)2:factor(category_id)20 100 0 0.022 0.432 -1.390 0.056 0.918
factor(worker_id)3:factor(category_id)20 100 0 0.055 0.439 -1.276 0.037 1.126
factor(worker_id)4:factor(category_id)20 100 0 0.048 0.459 -1.084 0.067 1.231
factor(worker_id)5:factor(category_id)20 100 0 0.002 0.431 -1.184 0.059 0.829
factor(worker_id)6:factor(category_id)20 100 0 0.038 0.392 -0.757 0.092 1.149
factor(worker_id)7:factor(category_id)20 100 0 0.085 0.441 -0.837 0.061 0.972
factor(worker_id)8:factor(category_id)20 100 0 -0.001 0.458 -1.011 0.050 0.990
factor(worker_id)9:factor(category_id)20 100 0 0.025 0.421 -0.784 0.040 0.944
factor(worker_id)10:factor(category_id)20 100 0 0.018 0.430 -0.855 0.011 0.972

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.95
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0.01
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0.01
factor(worker_id)6:factor(category_id)3 0.01
factor(worker_id)7:factor(category_id)3 0.95
factor(worker_id)8:factor(category_id)3 0
factor(worker_id)9:factor(category_id)3 0
factor(worker_id)10:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)6:factor(category_id)4 0
factor(worker_id)7:factor(category_id)4 0
factor(worker_id)8:factor(category_id)4 0
factor(worker_id)9:factor(category_id)4 0
factor(worker_id)10:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0.94
factor(worker_id)3:factor(category_id)5 0.99
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 1
factor(worker_id)6:factor(category_id)5 0.42
factor(worker_id)7:factor(category_id)5 1
factor(worker_id)8:factor(category_id)5 0.86
factor(worker_id)9:factor(category_id)5 0.99
factor(worker_id)10:factor(category_id)5 0.02
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 0
factor(worker_id)5:factor(category_id)6 0.33
factor(worker_id)6:factor(category_id)6 0.02
factor(worker_id)7:factor(category_id)6 1
factor(worker_id)8:factor(category_id)6 0
factor(worker_id)9:factor(category_id)6 0
factor(worker_id)10:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)3:factor(category_id)7 1
factor(worker_id)4:factor(category_id)7 0.21
factor(worker_id)5:factor(category_id)7 0.94
factor(worker_id)6:factor(category_id)7 0.01
factor(worker_id)7:factor(category_id)7 0.99
factor(worker_id)8:factor(category_id)7 0.07
factor(worker_id)9:factor(category_id)7 1
factor(worker_id)10:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 0
factor(worker_id)5:factor(category_id)8 0
factor(worker_id)6:factor(category_id)8 0
factor(worker_id)7:factor(category_id)8 0.44
factor(worker_id)8:factor(category_id)8 0
factor(worker_id)9:factor(category_id)8 0.11
factor(worker_id)10:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0.04
factor(worker_id)3:factor(category_id)9 0
factor(worker_id)4:factor(category_id)9 0
factor(worker_id)5:factor(category_id)9 0.77
factor(worker_id)6:factor(category_id)9 0
factor(worker_id)7:factor(category_id)9 0
factor(worker_id)8:factor(category_id)9 0
factor(worker_id)9:factor(category_id)9 0.66
factor(worker_id)10:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)3:factor(category_id)10 0
factor(worker_id)4:factor(category_id)10 0
factor(worker_id)5:factor(category_id)10 0
factor(worker_id)6:factor(category_id)10 0
factor(worker_id)7:factor(category_id)10 0.08
factor(worker_id)8:factor(category_id)10 0
factor(worker_id)9:factor(category_id)10 0.29
factor(worker_id)10:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 1
factor(worker_id)3:factor(category_id)11 1
factor(worker_id)4:factor(category_id)11 0.76
factor(worker_id)5:factor(category_id)11 0.53
factor(worker_id)6:factor(category_id)11 0.43
factor(worker_id)7:factor(category_id)11 1
factor(worker_id)8:factor(category_id)11 0.09
factor(worker_id)9:factor(category_id)11 0.99
factor(worker_id)10:factor(category_id)11 0
factor(worker_id)2:factor(category_id)12 0.75
factor(worker_id)3:factor(category_id)12 0.02
factor(worker_id)4:factor(category_id)12 0
factor(worker_id)5:factor(category_id)12 1
factor(worker_id)6:factor(category_id)12 0
factor(worker_id)7:factor(category_id)12 0.29
factor(worker_id)8:factor(category_id)12 0.01
factor(worker_id)9:factor(category_id)12 0.31
factor(worker_id)10:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 1
factor(worker_id)3:factor(category_id)13 0
factor(worker_id)4:factor(category_id)13 0
factor(worker_id)5:factor(category_id)13 0
factor(worker_id)6:factor(category_id)13 0.15
factor(worker_id)7:factor(category_id)13 0
factor(worker_id)8:factor(category_id)13 0
factor(worker_id)9:factor(category_id)13 0
factor(worker_id)10:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)3:factor(category_id)14 0.54
factor(worker_id)4:factor(category_id)14 0
factor(worker_id)5:factor(category_id)14 0
factor(worker_id)6:factor(category_id)14 0
factor(worker_id)7:factor(category_id)14 0.94
factor(worker_id)8:factor(category_id)14 0
factor(worker_id)9:factor(category_id)14 0.14
factor(worker_id)10:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)3:factor(category_id)15 0
factor(worker_id)4:factor(category_id)15 0
factor(worker_id)5:factor(category_id)15 0
factor(worker_id)6:factor(category_id)15 0
factor(worker_id)7:factor(category_id)15 0.24
factor(worker_id)8:factor(category_id)15 0
factor(worker_id)9:factor(category_id)15 1
factor(worker_id)10:factor(category_id)15 0
factor(worker_id)2:factor(category_id)16 0
factor(worker_id)3:factor(category_id)16 0.02
factor(worker_id)4:factor(category_id)16 0
factor(worker_id)5:factor(category_id)16 0
factor(worker_id)6:factor(category_id)16 0
factor(worker_id)7:factor(category_id)16 0.07
factor(worker_id)8:factor(category_id)16 0
factor(worker_id)9:factor(category_id)16 0.01
factor(worker_id)10:factor(category_id)16 0
factor(worker_id)2:factor(category_id)17 1
factor(worker_id)3:factor(category_id)17 1
factor(worker_id)4:factor(category_id)17 0.92
factor(worker_id)5:factor(category_id)17 1
factor(worker_id)6:factor(category_id)17 1
factor(worker_id)7:factor(category_id)17 1
factor(worker_id)8:factor(category_id)17 1
factor(worker_id)9:factor(category_id)17 1
factor(worker_id)10:factor(category_id)17 1
factor(worker_id)2:factor(category_id)18 0
factor(worker_id)3:factor(category_id)18 0
factor(worker_id)4:factor(category_id)18 0
factor(worker_id)5:factor(category_id)18 0
factor(worker_id)6:factor(category_id)18 0
factor(worker_id)7:factor(category_id)18 0
factor(worker_id)8:factor(category_id)18 0
factor(worker_id)9:factor(category_id)18 0.15
factor(worker_id)10:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 0
factor(worker_id)3:factor(category_id)19 0.4
factor(worker_id)4:factor(category_id)19 0
factor(worker_id)5:factor(category_id)19 0.06
factor(worker_id)6:factor(category_id)19 0.92
factor(worker_id)7:factor(category_id)19 0.65
factor(worker_id)8:factor(category_id)19 0
factor(worker_id)9:factor(category_id)19 0
factor(worker_id)10:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 0.43
factor(worker_id)3:factor(category_id)20 0.05
factor(worker_id)4:factor(category_id)20 0
factor(worker_id)5:factor(category_id)20 0
factor(worker_id)6:factor(category_id)20 0
factor(worker_id)7:factor(category_id)20 0.65
factor(worker_id)8:factor(category_id)20 0
factor(worker_id)9:factor(category_id)20 0.26
factor(worker_id)10:factor(category_id)20 0

Significant match effect number = 30 out of 171

num_process = 30, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.016 0.194 -0.596 -0.025 0.476
factor(worker_id)2 100 0 -0.008 0.248 -0.619 0.009 0.548
factor(worker_id)3 100 0 0.027 0.277 -0.719 0.007 0.693
factor(worker_id)4 100 0 0.048 0.217 -0.496 0.076 0.624
factor(worker_id)5 100 0 0.024 0.256 -0.616 0.017 0.752
factor(worker_id)6 100 0 0.023 0.231 -0.391 -0.010 0.807
factor(worker_id)7 100 0 0.050 0.252 -0.523 0.043 0.682
factor(worker_id)8 100 0 0.023 0.272 -0.709 0.059 0.770
factor(worker_id)9 100 0 0.015 0.277 -0.766 0.000 0.641
factor(worker_id)10 100 0 0.018 0.279 -0.573 -0.001 0.681
factor(category_id)2 100 0 0.016 0.267 -0.672 0.003 0.658
factor(category_id)3 100 0 0.030 0.271 -0.704 -0.005 1.085
factor(category_id)4 100 0 0.001 0.301 -0.663 -0.002 0.721
factor(category_id)5 100 0 -0.018 0.285 -0.612 -0.011 0.964
factor(category_id)6 100 0 0.027 0.264 -0.629 0.020 0.750
factor(category_id)7 100 0 0.036 0.264 -0.696 0.009 0.771
factor(category_id)8 100 0 0.012 0.259 -0.529 0.011 0.619
factor(category_id)9 100 0 0.008 0.259 -0.717 0.001 0.515
factor(category_id)10 100 0 0.015 0.270 -0.803 0.009 0.814
factor(category_id)11 100 0 0.023 0.262 -0.674 0.007 0.698
factor(category_id)12 100 0 0.016 0.249 -0.533 -0.019 0.787
factor(category_id)13 100 0 -0.006 0.267 -0.930 0.003 0.508
factor(category_id)14 100 0 0.036 0.253 -0.623 0.076 0.552
factor(category_id)15 100 0 -0.002 0.266 -0.629 -0.026 0.755
factor(category_id)16 100 0 0.029 0.272 -0.535 0.010 0.765
factor(category_id)17 100 0 0.028 0.272 -0.624 0.018 0.724
factor(category_id)18 100 0 0.038 0.282 -0.678 0.063 0.909
factor(category_id)19 100 0 0.041 0.271 -0.631 0.075 0.675
factor(category_id)20 100 0 0.044 0.255 -0.591 0.037 0.820
factor(worker_id)2:factor(category_id)2 100 0 0.004 0.333 -0.847 0.024 0.998
factor(worker_id)3:factor(category_id)2 100 0 -0.078 0.340 -0.958 -0.044 0.862
factor(worker_id)4:factor(category_id)2 100 0 -0.024 0.331 -0.714 -0.041 0.739
factor(worker_id)5:factor(category_id)2 100 0 -0.021 0.399 -1.268 0.027 0.880
factor(worker_id)6:factor(category_id)2 100 0 -0.013 0.348 -1.024 0.032 0.712
factor(worker_id)7:factor(category_id)2 100 0 -0.064 0.345 -0.910 -0.077 0.948
factor(worker_id)8:factor(category_id)2 100 0 -0.008 0.347 -0.792 0.023 0.913
factor(worker_id)9:factor(category_id)2 100 0 -0.011 0.399 -1.017 -0.031 0.807
factor(worker_id)10:factor(category_id)2 100 0 0.005 0.366 -0.847 0.060 0.822
factor(worker_id)2:factor(category_id)3 100 0 -0.001 0.351 -0.861 -0.001 0.813
factor(worker_id)3:factor(category_id)3 100 0 -0.021 0.404 -1.125 -0.003 0.942
factor(worker_id)4:factor(category_id)3 100 0 -0.046 0.321 -0.897 -0.119 0.901
factor(worker_id)5:factor(category_id)3 100 0 -0.045 0.354 -0.902 -0.016 0.876
factor(worker_id)6:factor(category_id)3 100 0 -0.054 0.327 -0.918 -0.059 0.820
factor(worker_id)7:factor(category_id)3 100 0 -0.111 0.381 -1.014 -0.168 0.761
factor(worker_id)8:factor(category_id)3 100 0 -0.021 0.386 -1.080 0.040 0.912
factor(worker_id)9:factor(category_id)3 100 0 -0.040 0.352 -0.857 -0.071 0.721
factor(worker_id)10:factor(category_id)3 100 0 -0.018 0.380 -0.981 0.023 0.944
factor(worker_id)2:factor(category_id)4 100 0 0.035 0.392 -0.965 0.001 0.984
factor(worker_id)3:factor(category_id)4 100 0 -0.013 0.378 -0.785 -0.027 1.003
factor(worker_id)4:factor(category_id)4 100 0 -0.025 0.384 -0.844 -0.005 0.831
factor(worker_id)5:factor(category_id)4 100 0 -0.032 0.394 -0.974 0.017 1.102
factor(worker_id)6:factor(category_id)4 100 0 0.007 0.366 -0.902 0.016 0.867
factor(worker_id)7:factor(category_id)4 100 0 -0.036 0.397 -0.915 0.004 0.891
factor(worker_id)8:factor(category_id)4 100 0 -0.012 0.435 -0.875 -0.027 1.122
factor(worker_id)9:factor(category_id)4 100 0 0.010 0.414 -0.875 0.028 1.039
factor(worker_id)10:factor(category_id)4 100 0 -0.003 0.390 -0.920 0.009 0.855
factor(worker_id)2:factor(category_id)5 100 0 0.083 0.405 -0.930 0.057 1.365
factor(worker_id)3:factor(category_id)5 100 0 0.026 0.417 -1.196 0.056 0.979
factor(worker_id)4:factor(category_id)5 100 0 0.013 0.355 -0.788 0.011 0.904
factor(worker_id)5:factor(category_id)5 100 0 0.005 0.397 -0.957 0.052 0.729
factor(worker_id)6:factor(category_id)5 100 0 0.003 0.390 -1.119 -0.020 0.924
factor(worker_id)7:factor(category_id)5 100 0 -0.044 0.390 -1.245 -0.060 0.881
factor(worker_id)8:factor(category_id)5 100 0 0.024 0.371 -1.059 0.011 0.951
factor(worker_id)9:factor(category_id)5 100 0 0.027 0.408 -0.914 0.025 1.077
factor(worker_id)10:factor(category_id)5 100 0 0.068 0.426 -0.855 0.122 0.968
factor(worker_id)2:factor(category_id)6 100 0 -0.009 0.353 -0.856 -0.003 0.963
factor(worker_id)3:factor(category_id)6 100 0 -0.016 0.347 -1.201 0.032 0.868
factor(worker_id)4:factor(category_id)6 100 0 -0.058 0.336 -0.918 -0.054 0.879
factor(worker_id)5:factor(category_id)6 100 0 -0.055 0.350 -0.851 -0.104 0.801
factor(worker_id)6:factor(category_id)6 100 0 -0.031 0.344 -0.899 0.003 0.709
factor(worker_id)7:factor(category_id)6 100 0 -0.097 0.379 -0.980 -0.114 0.732
factor(worker_id)8:factor(category_id)6 100 0 0.008 0.349 -0.787 0.008 0.742
factor(worker_id)9:factor(category_id)6 100 0 -0.039 0.352 -0.815 -0.033 1.024
factor(worker_id)10:factor(category_id)6 100 0 -0.003 0.394 -0.896 0.018 0.840
factor(worker_id)2:factor(category_id)7 100 0 -0.020 0.370 -0.929 0.016 0.742
factor(worker_id)3:factor(category_id)7 100 0 -0.052 0.364 -1.012 -0.063 0.776
factor(worker_id)4:factor(category_id)7 100 0 -0.067 0.338 -0.842 -0.086 0.840
factor(worker_id)5:factor(category_id)7 100 0 -0.042 0.358 -0.719 -0.056 0.999
factor(worker_id)6:factor(category_id)7 100 0 -0.045 0.356 -0.999 -0.021 0.763
factor(worker_id)7:factor(category_id)7 100 0 -0.068 0.361 -0.973 -0.078 0.856
factor(worker_id)8:factor(category_id)7 100 0 -0.052 0.379 -0.956 -0.042 1.079
factor(worker_id)9:factor(category_id)7 100 0 -0.034 0.370 -0.840 -0.084 0.837
factor(worker_id)10:factor(category_id)7 100 0 -0.023 0.395 -0.930 -0.044 1.116
factor(worker_id)2:factor(category_id)8 100 0 0.000 0.359 -1.216 0.008 0.728
factor(worker_id)3:factor(category_id)8 100 0 -0.035 0.363 -0.793 -0.046 0.703
factor(worker_id)4:factor(category_id)8 100 0 -0.062 0.359 -1.030 -0.081 0.704
factor(worker_id)5:factor(category_id)8 100 0 -0.057 0.358 -0.926 -0.049 1.058
factor(worker_id)6:factor(category_id)8 100 0 0.024 0.310 -0.799 0.049 0.622
factor(worker_id)7:factor(category_id)8 100 0 -0.034 0.360 -0.756 -0.116 0.922
factor(worker_id)8:factor(category_id)8 100 0 -0.040 0.402 -1.284 -0.028 0.972
factor(worker_id)9:factor(category_id)8 100 0 -0.015 0.384 -0.774 -0.018 0.832
factor(worker_id)10:factor(category_id)8 100 0 0.003 0.398 -0.859 0.031 0.937
factor(worker_id)2:factor(category_id)9 100 0 0.007 0.343 -0.816 0.019 0.769
factor(worker_id)3:factor(category_id)9 100 0 -0.026 0.368 -0.973 -0.041 0.817
factor(worker_id)4:factor(category_id)9 100 0 -0.042 0.325 -0.684 -0.014 0.688
factor(worker_id)5:factor(category_id)9 100 0 -0.011 0.364 -0.738 -0.029 0.893
factor(worker_id)6:factor(category_id)9 100 0 -0.016 0.331 -0.670 0.010 0.780
factor(worker_id)7:factor(category_id)9 100 0 -0.038 0.347 -0.803 -0.078 0.785
factor(worker_id)8:factor(category_id)9 100 0 0.045 0.365 -0.867 0.028 1.114
factor(worker_id)9:factor(category_id)9 100 0 0.019 0.367 -0.647 -0.011 1.102
factor(worker_id)10:factor(category_id)9 100 0 -0.029 0.378 -1.148 -0.077 1.174
factor(worker_id)2:factor(category_id)10 100 0 0.009 0.334 -0.852 0.066 0.842
factor(worker_id)3:factor(category_id)10 100 0 -0.047 0.369 -1.012 -0.054 0.869
factor(worker_id)4:factor(category_id)10 100 0 -0.064 0.330 -0.868 -0.074 0.866
factor(worker_id)5:factor(category_id)10 100 0 -0.017 0.322 -1.017 -0.001 0.609
factor(worker_id)6:factor(category_id)10 100 0 -0.027 0.337 -0.891 -0.032 0.938
factor(worker_id)7:factor(category_id)10 100 0 -0.030 0.363 -1.031 0.003 0.961
factor(worker_id)8:factor(category_id)10 100 0 -0.044 0.396 -0.994 -0.055 0.835
factor(worker_id)9:factor(category_id)10 100 0 0.010 0.345 -0.816 0.008 0.891
factor(worker_id)10:factor(category_id)10 100 0 -0.016 0.374 -0.972 -0.027 0.896
factor(worker_id)2:factor(category_id)11 100 0 -0.010 0.386 -0.890 -0.018 0.996
factor(worker_id)3:factor(category_id)11 100 0 -0.007 0.411 -1.062 -0.006 1.301
factor(worker_id)4:factor(category_id)11 100 0 -0.071 0.326 -0.829 -0.081 0.833
factor(worker_id)5:factor(category_id)11 100 0 -0.014 0.374 -1.042 -0.039 1.148
factor(worker_id)6:factor(category_id)11 100 0 -0.016 0.357 -1.061 0.019 0.795
factor(worker_id)7:factor(category_id)11 100 0 -0.075 0.381 -1.063 -0.068 0.872
factor(worker_id)8:factor(category_id)11 100 0 -0.032 0.375 -1.055 -0.017 0.942
factor(worker_id)9:factor(category_id)11 100 0 -0.041 0.353 -0.938 -0.021 1.043
factor(worker_id)10:factor(category_id)11 100 0 -0.038 0.392 -1.017 -0.040 0.976
factor(worker_id)2:factor(category_id)12 100 0 -0.012 0.349 -0.761 -0.007 0.997
factor(worker_id)3:factor(category_id)12 100 0 -0.025 0.348 -0.854 0.009 0.746
factor(worker_id)4:factor(category_id)12 100 0 -0.073 0.309 -0.932 -0.062 0.653
factor(worker_id)5:factor(category_id)12 100 0 -0.046 0.344 -1.037 -0.061 0.662
factor(worker_id)6:factor(category_id)12 100 0 -0.027 0.352 -0.874 -0.026 0.707
factor(worker_id)7:factor(category_id)12 100 0 -0.064 0.342 -1.007 -0.058 0.949
factor(worker_id)8:factor(category_id)12 100 0 -0.028 0.379 -1.168 -0.018 0.993
factor(worker_id)9:factor(category_id)12 100 0 -0.038 0.386 -0.748 -0.022 0.856
factor(worker_id)10:factor(category_id)12 100 0 -0.029 0.362 -1.117 0.020 0.752
factor(worker_id)2:factor(category_id)13 100 0 0.029 0.366 -0.788 0.064 1.056
factor(worker_id)3:factor(category_id)13 100 0 0.005 0.359 -0.900 -0.012 1.094
factor(worker_id)4:factor(category_id)13 100 0 -0.045 0.336 -1.010 -0.044 0.753
factor(worker_id)5:factor(category_id)13 100 0 -0.017 0.367 -0.791 -0.013 1.002
factor(worker_id)6:factor(category_id)13 100 0 -0.013 0.353 -0.889 0.047 0.709
factor(worker_id)7:factor(category_id)13 100 0 -0.053 0.380 -1.050 -0.089 1.040
factor(worker_id)8:factor(category_id)13 100 0 -0.001 0.389 -0.787 -0.041 1.129
factor(worker_id)9:factor(category_id)13 100 0 0.018 0.370 -0.781 -0.002 1.180
factor(worker_id)10:factor(category_id)13 100 0 0.021 0.355 -0.793 0.021 0.977
factor(worker_id)2:factor(category_id)14 100 0 -0.026 0.349 -0.859 0.012 0.904
factor(worker_id)3:factor(category_id)14 100 0 -0.044 0.401 -1.005 -0.048 1.018
factor(worker_id)4:factor(category_id)14 100 0 -0.051 0.342 -0.880 -0.081 0.811
factor(worker_id)5:factor(category_id)14 100 0 -0.017 0.399 -0.920 -0.010 1.181
factor(worker_id)6:factor(category_id)14 100 0 -0.047 0.355 -0.892 -0.004 0.830
factor(worker_id)7:factor(category_id)14 100 0 -0.040 0.357 -0.958 -0.053 0.803
factor(worker_id)8:factor(category_id)14 100 0 -0.017 0.340 -0.762 -0.008 0.815
factor(worker_id)9:factor(category_id)14 100 0 -0.041 0.377 -0.723 -0.030 0.814
factor(worker_id)10:factor(category_id)14 100 0 -0.036 0.395 -1.137 -0.048 1.014
factor(worker_id)2:factor(category_id)15 100 0 0.045 0.374 -0.905 0.117 1.055
factor(worker_id)3:factor(category_id)15 100 0 0.005 0.361 -0.963 -0.019 0.923
factor(worker_id)4:factor(category_id)15 100 0 -0.023 0.367 -0.850 0.014 0.900
factor(worker_id)5:factor(category_id)15 100 0 0.009 0.357 -1.034 0.025 0.822
factor(worker_id)6:factor(category_id)15 100 0 0.015 0.349 -1.006 0.040 0.743
factor(worker_id)7:factor(category_id)15 100 0 -0.049 0.341 -0.801 -0.062 0.592
factor(worker_id)8:factor(category_id)15 100 0 -0.009 0.399 -1.011 -0.035 0.865
factor(worker_id)9:factor(category_id)15 100 0 0.040 0.409 -1.082 0.043 1.247
factor(worker_id)10:factor(category_id)15 100 0 0.018 0.384 -1.246 0.008 1.003
factor(worker_id)2:factor(category_id)16 100 0 -0.023 0.352 -0.765 -0.016 1.009
factor(worker_id)3:factor(category_id)16 100 0 -0.034 0.409 -1.018 -0.004 1.060
factor(worker_id)4:factor(category_id)16 100 0 -0.072 0.345 -0.766 -0.073 0.587
factor(worker_id)5:factor(category_id)16 100 0 -0.060 0.370 -0.996 -0.041 0.898
factor(worker_id)6:factor(category_id)16 100 0 -0.037 0.338 -0.992 -0.016 0.551
factor(worker_id)7:factor(category_id)16 100 0 -0.111 0.361 -1.069 -0.119 0.742
factor(worker_id)8:factor(category_id)16 100 0 -0.061 0.371 -0.960 -0.071 1.157
factor(worker_id)9:factor(category_id)16 100 0 -0.060 0.369 -0.986 -0.035 0.906
factor(worker_id)10:factor(category_id)16 100 0 -0.025 0.378 -0.944 -0.019 0.807
factor(worker_id)2:factor(category_id)17 100 0 0.014 0.340 -0.699 -0.019 1.028
factor(worker_id)3:factor(category_id)17 100 0 -0.041 0.354 -0.841 -0.009 0.670
factor(worker_id)4:factor(category_id)17 100 0 -0.043 0.340 -0.786 -0.030 0.635
factor(worker_id)5:factor(category_id)17 100 0 -0.070 0.383 -1.066 -0.065 0.648
factor(worker_id)6:factor(category_id)17 100 0 -0.029 0.353 -1.056 -0.018 0.745
factor(worker_id)7:factor(category_id)17 100 0 -0.053 0.383 -1.022 -0.017 0.934
factor(worker_id)8:factor(category_id)17 100 0 0.019 0.396 -1.173 0.011 1.134
factor(worker_id)9:factor(category_id)17 100 0 -0.003 0.427 -0.969 0.012 1.187
factor(worker_id)10:factor(category_id)17 100 0 -0.035 0.358 -0.760 -0.023 0.849
factor(worker_id)2:factor(category_id)18 100 0 -0.033 0.359 -1.039 -0.053 0.818
factor(worker_id)3:factor(category_id)18 100 0 -0.042 0.379 -0.853 -0.066 0.811
factor(worker_id)4:factor(category_id)18 100 0 -0.049 0.355 -0.961 -0.097 0.908
factor(worker_id)5:factor(category_id)18 100 0 -0.023 0.382 -1.149 -0.012 0.768
factor(worker_id)6:factor(category_id)18 100 0 -0.052 0.340 -1.081 -0.039 0.932
factor(worker_id)7:factor(category_id)18 100 0 -0.084 0.399 -1.106 -0.086 1.039
factor(worker_id)8:factor(category_id)18 100 0 -0.039 0.386 -1.214 -0.069 0.944
factor(worker_id)9:factor(category_id)18 100 0 -0.028 0.392 -1.102 -0.071 0.915
factor(worker_id)10:factor(category_id)18 100 0 -0.056 0.388 -0.812 -0.028 0.761
factor(worker_id)2:factor(category_id)19 100 0 0.023 0.338 -0.665 -0.002 0.997
factor(worker_id)3:factor(category_id)19 100 0 -0.065 0.413 -0.924 -0.082 1.118
factor(worker_id)4:factor(category_id)19 100 0 -0.059 0.319 -0.675 -0.105 0.998
factor(worker_id)5:factor(category_id)19 100 0 -0.041 0.360 -0.954 -0.038 0.761
factor(worker_id)6:factor(category_id)19 100 0 -0.050 0.375 -0.839 -0.049 0.955
factor(worker_id)7:factor(category_id)19 100 0 -0.096 0.363 -1.082 -0.104 0.713
factor(worker_id)8:factor(category_id)19 100 0 -0.047 0.383 -0.979 -0.095 1.055
factor(worker_id)9:factor(category_id)19 100 0 -0.060 0.401 -1.086 -0.015 0.886
factor(worker_id)10:factor(category_id)19 100 0 -0.058 0.387 -1.005 -0.043 0.922
factor(worker_id)2:factor(category_id)20 100 0 -0.024 0.344 -1.223 -0.014 0.821
factor(worker_id)3:factor(category_id)20 100 0 -0.037 0.348 -0.909 -0.030 0.685
factor(worker_id)4:factor(category_id)20 100 0 -0.071 0.337 -0.781 -0.093 0.674
factor(worker_id)5:factor(category_id)20 100 0 -0.063 0.362 -0.826 -0.055 0.842
factor(worker_id)6:factor(category_id)20 100 0 -0.042 0.337 -0.968 -0.043 0.615
factor(worker_id)7:factor(category_id)20 100 0 -0.111 0.338 -0.968 -0.094 0.735
factor(worker_id)8:factor(category_id)20 100 0 -0.078 0.363 -0.961 -0.109 0.685
factor(worker_id)9:factor(category_id)20 100 0 -0.051 0.375 -0.924 -0.049 1.035
factor(worker_id)10:factor(category_id)20 100 0 -0.072 0.353 -1.030 -0.042 1.118

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 0.96
factor(category_id)3 0.38
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 0.14
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0.71
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0.04
factor(worker_id)10:factor(category_id)2 0.71
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)3:factor(category_id)3 0.64
factor(worker_id)4:factor(category_id)3 0.99
factor(worker_id)5:factor(category_id)3 1
factor(worker_id)6:factor(category_id)3 0
factor(worker_id)7:factor(category_id)3 0.01
factor(worker_id)8:factor(category_id)3 0.01
factor(worker_id)9:factor(category_id)3 0.36
factor(worker_id)10:factor(category_id)3 0.95
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)3:factor(category_id)4 0.95
factor(worker_id)4:factor(category_id)4 1
factor(worker_id)5:factor(category_id)4 1
factor(worker_id)6:factor(category_id)4 1
factor(worker_id)7:factor(category_id)4 0.25
factor(worker_id)8:factor(category_id)4 0.02
factor(worker_id)9:factor(category_id)4 0
factor(worker_id)10:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 1
factor(worker_id)5:factor(category_id)5 1
factor(worker_id)6:factor(category_id)5 1
factor(worker_id)7:factor(category_id)5 1
factor(worker_id)8:factor(category_id)5 0.39
factor(worker_id)9:factor(category_id)5 0.97
factor(worker_id)10:factor(category_id)5 1
factor(worker_id)2:factor(category_id)6 1
factor(worker_id)3:factor(category_id)6 1
factor(worker_id)4:factor(category_id)6 0.84
factor(worker_id)5:factor(category_id)6 1
factor(worker_id)6:factor(category_id)6 1
factor(worker_id)7:factor(category_id)6 1
factor(worker_id)8:factor(category_id)6 1
factor(worker_id)9:factor(category_id)6 1
factor(worker_id)10:factor(category_id)6 1
factor(worker_id)2:factor(category_id)7 0.17
factor(worker_id)3:factor(category_id)7 0.67
factor(worker_id)4:factor(category_id)7 0.83
factor(worker_id)5:factor(category_id)7 1
factor(worker_id)6:factor(category_id)7 0
factor(worker_id)7:factor(category_id)7 0.02
factor(worker_id)8:factor(category_id)7 0.02
factor(worker_id)9:factor(category_id)7 0
factor(worker_id)10:factor(category_id)7 1
factor(worker_id)2:factor(category_id)8 1
factor(worker_id)3:factor(category_id)8 0.02
factor(worker_id)4:factor(category_id)8 1
factor(worker_id)5:factor(category_id)8 1
factor(worker_id)6:factor(category_id)8 0.08
factor(worker_id)7:factor(category_id)8 1
factor(worker_id)8:factor(category_id)8 0.41
factor(worker_id)9:factor(category_id)8 0.98
factor(worker_id)10:factor(category_id)8 1
factor(worker_id)2:factor(category_id)9 1
factor(worker_id)3:factor(category_id)9 0.8
factor(worker_id)4:factor(category_id)9 0.26
factor(worker_id)5:factor(category_id)9 0.8
factor(worker_id)6:factor(category_id)9 0
factor(worker_id)7:factor(category_id)9 0.19
factor(worker_id)8:factor(category_id)9 0.02
factor(worker_id)9:factor(category_id)9 0
factor(worker_id)10:factor(category_id)9 1
factor(worker_id)2:factor(category_id)10 1
factor(worker_id)3:factor(category_id)10 0
factor(worker_id)4:factor(category_id)10 0
factor(worker_id)5:factor(category_id)10 0
factor(worker_id)6:factor(category_id)10 0
factor(worker_id)7:factor(category_id)10 0
factor(worker_id)8:factor(category_id)10 0
factor(worker_id)9:factor(category_id)10 0.41
factor(worker_id)10:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0.08
factor(worker_id)3:factor(category_id)11 0
factor(worker_id)4:factor(category_id)11 0
factor(worker_id)5:factor(category_id)11 0
factor(worker_id)6:factor(category_id)11 0
factor(worker_id)7:factor(category_id)11 0
factor(worker_id)8:factor(category_id)11 0
factor(worker_id)9:factor(category_id)11 0
factor(worker_id)10:factor(category_id)11 0
factor(worker_id)2:factor(category_id)12 0.01
factor(worker_id)3:factor(category_id)12 0
factor(worker_id)4:factor(category_id)12 0
factor(worker_id)5:factor(category_id)12 0
factor(worker_id)6:factor(category_id)12 0
factor(worker_id)7:factor(category_id)12 0
factor(worker_id)8:factor(category_id)12 0
factor(worker_id)9:factor(category_id)12 0
factor(worker_id)10:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 0.75
factor(worker_id)3:factor(category_id)13 0.88
factor(worker_id)4:factor(category_id)13 0
factor(worker_id)5:factor(category_id)13 0
factor(worker_id)6:factor(category_id)13 0
factor(worker_id)7:factor(category_id)13 0
factor(worker_id)8:factor(category_id)13 0
factor(worker_id)9:factor(category_id)13 0
factor(worker_id)10:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 0.99
factor(worker_id)3:factor(category_id)14 0
factor(worker_id)4:factor(category_id)14 0.09
factor(worker_id)5:factor(category_id)14 0
factor(worker_id)6:factor(category_id)14 0.07
factor(worker_id)7:factor(category_id)14 0
factor(worker_id)8:factor(category_id)14 0
factor(worker_id)9:factor(category_id)14 0
factor(worker_id)10:factor(category_id)14 0.89
factor(worker_id)2:factor(category_id)15 0.08
factor(worker_id)3:factor(category_id)15 0.01
factor(worker_id)4:factor(category_id)15 0.06
factor(worker_id)5:factor(category_id)15 0
factor(worker_id)6:factor(category_id)15 0
factor(worker_id)7:factor(category_id)15 0
factor(worker_id)8:factor(category_id)15 0
factor(worker_id)9:factor(category_id)15 0
factor(worker_id)10:factor(category_id)15 0
factor(worker_id)2:factor(category_id)16 1
factor(worker_id)3:factor(category_id)16 0.92
factor(worker_id)4:factor(category_id)16 1
factor(worker_id)5:factor(category_id)16 0.7
factor(worker_id)6:factor(category_id)16 0.09
factor(worker_id)7:factor(category_id)16 0.66
factor(worker_id)8:factor(category_id)16 0.01
factor(worker_id)9:factor(category_id)16 0.2
factor(worker_id)10:factor(category_id)16 1
factor(worker_id)2:factor(category_id)17 0.93
factor(worker_id)3:factor(category_id)17 0.09
factor(worker_id)4:factor(category_id)17 0.8
factor(worker_id)5:factor(category_id)17 0.01
factor(worker_id)6:factor(category_id)17 0
factor(worker_id)7:factor(category_id)17 0.04
factor(worker_id)8:factor(category_id)17 0
factor(worker_id)9:factor(category_id)17 0.29
factor(worker_id)10:factor(category_id)17 0.09
factor(worker_id)2:factor(category_id)18 0
factor(worker_id)3:factor(category_id)18 0
factor(worker_id)4:factor(category_id)18 1
factor(worker_id)5:factor(category_id)18 0.2
factor(worker_id)6:factor(category_id)18 0
factor(worker_id)7:factor(category_id)18 0
factor(worker_id)8:factor(category_id)18 0
factor(worker_id)9:factor(category_id)18 0.16
factor(worker_id)10:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 1
factor(worker_id)3:factor(category_id)19 0.72
factor(worker_id)4:factor(category_id)19 1
factor(worker_id)5:factor(category_id)19 0.99
factor(worker_id)6:factor(category_id)19 0.06
factor(worker_id)7:factor(category_id)19 0.88
factor(worker_id)8:factor(category_id)19 0.3
factor(worker_id)9:factor(category_id)19 0
factor(worker_id)10:factor(category_id)19 0.97
factor(worker_id)2:factor(category_id)20 0.95
factor(worker_id)3:factor(category_id)20 1
factor(worker_id)4:factor(category_id)20 0.01
factor(worker_id)5:factor(category_id)20 1
factor(worker_id)6:factor(category_id)20 0.06
factor(worker_id)7:factor(category_id)20 1
factor(worker_id)8:factor(category_id)20 0.11
factor(worker_id)9:factor(category_id)20 0.02
factor(worker_id)10:factor(category_id)20 0.99

Significant match effect number = 59 out of 171

num_process = 40, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.009 0.157 -0.355 0.006 0.364
factor(worker_id)2 100 0 0.007 0.216 -0.632 0.016 0.663
factor(worker_id)3 100 0 -0.028 0.226 -0.696 0.001 0.519
factor(worker_id)4 100 0 -0.001 0.212 -0.611 0.028 0.415
factor(worker_id)5 100 0 0.000 0.230 -0.542 -0.032 0.628
factor(worker_id)6 100 0 0.004 0.234 -0.612 0.000 0.552
factor(worker_id)7 100 0 0.000 0.227 -0.525 0.020 0.563
factor(worker_id)8 100 0 -0.008 0.216 -0.463 -0.025 0.538
factor(worker_id)9 100 0 0.022 0.239 -0.643 0.017 0.495
factor(worker_id)10 100 0 0.022 0.236 -0.539 0.030 0.662
factor(category_id)2 100 0 -0.012 0.261 -0.791 0.006 0.574
factor(category_id)3 100 0 0.002 0.227 -0.538 0.001 0.571
factor(category_id)4 100 0 0.011 0.249 -0.671 0.021 0.840
factor(category_id)5 100 0 -0.018 0.245 -0.541 -0.028 0.590
factor(category_id)6 100 0 -0.021 0.212 -0.444 0.000 0.615
factor(category_id)7 100 0 -0.006 0.229 -0.512 -0.005 0.605
factor(category_id)8 100 0 0.001 0.217 -0.589 0.020 0.418
factor(category_id)9 100 0 -0.008 0.211 -0.550 0.008 0.602
factor(category_id)10 100 0 0.012 0.209 -0.561 0.011 0.556
factor(category_id)11 100 0 -0.013 0.226 -0.543 0.001 0.419
factor(category_id)12 100 0 0.010 0.244 -0.665 -0.001 0.578
factor(category_id)13 100 0 0.009 0.228 -0.535 0.013 0.622
factor(category_id)14 100 0 -0.005 0.206 -0.614 0.020 0.619
factor(category_id)15 100 0 -0.049 0.193 -0.528 -0.060 0.371
factor(category_id)16 100 0 -0.008 0.224 -0.522 -0.031 0.557
factor(category_id)17 100 0 0.003 0.222 -0.629 -0.011 0.460
factor(category_id)18 100 0 0.011 0.211 -0.437 -0.002 0.440
factor(category_id)19 100 0 -0.018 0.237 -0.624 -0.010 0.471
factor(category_id)20 100 0 -0.023 0.236 -0.663 -0.041 0.615
factor(worker_id)2:factor(category_id)2 100 0 0.009 0.331 -0.808 0.004 0.893
factor(worker_id)3:factor(category_id)2 100 0 -0.002 0.343 -0.807 -0.011 0.686
factor(worker_id)4:factor(category_id)2 100 0 0.027 0.342 -0.683 0.006 0.830
factor(worker_id)5:factor(category_id)2 100 0 -0.021 0.368 -0.936 -0.016 0.797
factor(worker_id)6:factor(category_id)2 100 0 0.003 0.346 -0.680 0.028 1.006
factor(worker_id)7:factor(category_id)2 100 0 0.004 0.376 -0.793 -0.011 1.181
factor(worker_id)8:factor(category_id)2 100 0 0.023 0.330 -0.727 0.028 0.782
factor(worker_id)9:factor(category_id)2 100 0 -0.004 0.344 -0.763 -0.014 1.055
factor(worker_id)10:factor(category_id)2 100 0 -0.010 0.377 -0.817 -0.042 1.185
factor(worker_id)2:factor(category_id)3 100 0 -0.018 0.318 -0.794 -0.007 0.750
factor(worker_id)3:factor(category_id)3 100 0 0.005 0.343 -0.754 0.011 1.186
factor(worker_id)4:factor(category_id)3 100 0 -0.014 0.322 -0.819 -0.039 0.950
factor(worker_id)5:factor(category_id)3 100 0 -0.021 0.304 -0.889 -0.027 0.731
factor(worker_id)6:factor(category_id)3 100 0 -0.014 0.342 -0.862 -0.002 1.059
factor(worker_id)7:factor(category_id)3 100 0 -0.007 0.308 -0.796 0.023 0.516
factor(worker_id)8:factor(category_id)3 100 0 0.018 0.293 -0.849 0.018 0.739
factor(worker_id)9:factor(category_id)3 100 0 -0.042 0.299 -0.722 -0.048 0.745
factor(worker_id)10:factor(category_id)3 100 0 -0.010 0.351 -1.022 0.007 0.915
factor(worker_id)2:factor(category_id)4 100 0 -0.043 0.371 -1.384 -0.038 0.876
factor(worker_id)3:factor(category_id)4 100 0 0.009 0.370 -1.262 0.034 1.001
factor(worker_id)4:factor(category_id)4 100 0 -0.009 0.309 -0.872 -0.019 1.009
factor(worker_id)5:factor(category_id)4 100 0 0.004 0.358 -0.876 0.005 0.861
factor(worker_id)6:factor(category_id)4 100 0 -0.015 0.377 -1.275 -0.051 1.166
factor(worker_id)7:factor(category_id)4 100 0 -0.034 0.316 -0.965 -0.019 0.730
factor(worker_id)8:factor(category_id)4 100 0 -0.030 0.331 -0.806 -0.045 0.598
factor(worker_id)9:factor(category_id)4 100 0 -0.056 0.365 -1.149 -0.098 0.939
factor(worker_id)10:factor(category_id)4 100 0 -0.034 0.361 -0.894 -0.033 0.873
factor(worker_id)2:factor(category_id)5 100 0 0.017 0.330 -0.768 0.000 0.936
factor(worker_id)3:factor(category_id)5 100 0 0.040 0.350 -1.044 0.050 1.012
factor(worker_id)4:factor(category_id)5 100 0 -0.012 0.373 -0.836 -0.049 0.945
factor(worker_id)5:factor(category_id)5 100 0 -0.013 0.332 -1.066 -0.018 0.554
factor(worker_id)6:factor(category_id)5 100 0 0.023 0.348 -0.694 0.014 1.107
factor(worker_id)7:factor(category_id)5 100 0 0.004 0.352 -0.726 -0.007 1.025
factor(worker_id)8:factor(category_id)5 100 0 0.007 0.338 -0.916 -0.001 0.798
factor(worker_id)9:factor(category_id)5 100 0 -0.015 0.354 -1.091 -0.042 0.815
factor(worker_id)10:factor(category_id)5 100 0 -0.031 0.325 -0.923 -0.055 0.608
factor(worker_id)2:factor(category_id)6 100 0 0.002 0.297 -0.647 0.018 0.668
factor(worker_id)3:factor(category_id)6 100 0 0.032 0.326 -0.671 0.066 0.784
factor(worker_id)4:factor(category_id)6 100 0 -0.018 0.309 -0.674 -0.003 0.660
factor(worker_id)5:factor(category_id)6 100 0 0.033 0.286 -0.773 0.080 0.724
factor(worker_id)6:factor(category_id)6 100 0 0.010 0.342 -0.779 0.010 1.003
factor(worker_id)7:factor(category_id)6 100 0 -0.001 0.345 -1.048 0.024 0.781
factor(worker_id)8:factor(category_id)6 100 0 0.057 0.292 -0.738 0.094 0.719
factor(worker_id)9:factor(category_id)6 100 0 -0.031 0.333 -1.009 -0.045 0.817
factor(worker_id)10:factor(category_id)6 100 0 -0.002 0.346 -1.124 -0.004 0.841
factor(worker_id)2:factor(category_id)7 100 0 0.007 0.326 -0.713 0.007 0.911
factor(worker_id)3:factor(category_id)7 100 0 0.056 0.317 -0.799 0.073 0.828
factor(worker_id)4:factor(category_id)7 100 0 0.009 0.307 -0.638 -0.012 0.811
factor(worker_id)5:factor(category_id)7 100 0 -0.004 0.345 -0.881 0.038 0.650
factor(worker_id)6:factor(category_id)7 100 0 0.028 0.335 -0.847 0.063 0.834
factor(worker_id)7:factor(category_id)7 100 0 -0.010 0.318 -0.996 0.018 0.728
factor(worker_id)8:factor(category_id)7 100 0 -0.011 0.338 -0.860 -0.007 0.766
factor(worker_id)9:factor(category_id)7 100 0 -0.047 0.337 -1.034 0.000 0.757
factor(worker_id)10:factor(category_id)7 100 0 -0.030 0.350 -0.768 -0.033 0.802
factor(worker_id)2:factor(category_id)8 100 0 -0.038 0.294 -0.709 -0.071 0.806
factor(worker_id)3:factor(category_id)8 100 0 0.012 0.304 -0.617 0.000 0.739
factor(worker_id)4:factor(category_id)8 100 0 0.002 0.324 -0.739 -0.060 0.767
factor(worker_id)5:factor(category_id)8 100 0 -0.023 0.307 -0.844 0.005 0.661
factor(worker_id)6:factor(category_id)8 100 0 -0.029 0.308 -0.752 -0.074 0.781
factor(worker_id)7:factor(category_id)8 100 0 -0.020 0.333 -0.856 -0.011 0.900
factor(worker_id)8:factor(category_id)8 100 0 0.000 0.321 -0.784 -0.024 0.768
factor(worker_id)9:factor(category_id)8 100 0 -0.035 0.348 -0.839 -0.072 0.846
factor(worker_id)10:factor(category_id)8 100 0 -0.024 0.321 -0.888 -0.044 0.613
factor(worker_id)2:factor(category_id)9 100 0 -0.003 0.312 -0.768 -0.023 0.716
factor(worker_id)3:factor(category_id)9 100 0 0.030 0.276 -0.956 0.002 0.750
factor(worker_id)4:factor(category_id)9 100 0 0.007 0.300 -0.666 -0.034 0.883
factor(worker_id)5:factor(category_id)9 100 0 0.003 0.318 -0.878 0.040 0.769
factor(worker_id)6:factor(category_id)9 100 0 0.006 0.316 -0.839 0.047 0.720
factor(worker_id)7:factor(category_id)9 100 0 -0.011 0.303 -0.717 -0.021 0.723
factor(worker_id)8:factor(category_id)9 100 0 0.032 0.320 -0.723 0.025 0.798
factor(worker_id)9:factor(category_id)9 100 0 -0.025 0.340 -0.792 -0.053 0.714
factor(worker_id)10:factor(category_id)9 100 0 -0.019 0.351 -0.918 -0.045 0.822
factor(worker_id)2:factor(category_id)10 100 0 -0.035 0.286 -0.698 -0.033 0.836
factor(worker_id)3:factor(category_id)10 100 0 -0.003 0.307 -0.839 0.003 0.862
factor(worker_id)4:factor(category_id)10 100 0 -0.028 0.320 -0.785 -0.012 0.586
factor(worker_id)5:factor(category_id)10 100 0 -0.006 0.336 -0.843 -0.004 0.700
factor(worker_id)6:factor(category_id)10 100 0 0.003 0.332 -0.741 -0.005 0.699
factor(worker_id)7:factor(category_id)10 100 0 -0.033 0.341 -0.997 0.016 0.739
factor(worker_id)8:factor(category_id)10 100 0 -0.041 0.269 -0.688 -0.060 0.466
factor(worker_id)9:factor(category_id)10 100 0 -0.054 0.316 -0.667 -0.063 1.052
factor(worker_id)10:factor(category_id)10 100 0 -0.047 0.289 -0.796 -0.045 0.704
factor(worker_id)2:factor(category_id)11 100 0 0.011 0.305 -0.687 0.023 0.789
factor(worker_id)3:factor(category_id)11 100 0 0.071 0.307 -0.559 0.066 0.923
factor(worker_id)4:factor(category_id)11 100 0 -0.009 0.310 -0.689 0.014 0.657
factor(worker_id)5:factor(category_id)11 100 0 0.030 0.315 -0.643 0.023 0.745
factor(worker_id)6:factor(category_id)11 100 0 -0.011 0.342 -0.717 -0.024 1.004
factor(worker_id)7:factor(category_id)11 100 0 -0.013 0.289 -0.689 -0.043 0.677
factor(worker_id)8:factor(category_id)11 100 0 0.005 0.313 -0.789 -0.002 0.707
factor(worker_id)9:factor(category_id)11 100 0 -0.037 0.320 -0.666 -0.033 0.754
factor(worker_id)10:factor(category_id)11 100 0 -0.013 0.340 -0.850 -0.023 0.888
factor(worker_id)2:factor(category_id)12 100 0 -0.037 0.313 -0.988 -0.027 0.781
factor(worker_id)3:factor(category_id)12 100 0 0.038 0.352 -0.942 0.046 1.259
factor(worker_id)4:factor(category_id)12 100 0 -0.029 0.309 -0.731 -0.020 0.804
factor(worker_id)5:factor(category_id)12 100 0 -0.009 0.325 -0.768 -0.011 0.838
factor(worker_id)6:factor(category_id)12 100 0 -0.020 0.341 -0.680 0.007 0.905
factor(worker_id)7:factor(category_id)12 100 0 -0.032 0.335 -0.894 -0.007 0.709
factor(worker_id)8:factor(category_id)12 100 0 0.006 0.301 -0.764 0.018 0.653
factor(worker_id)9:factor(category_id)12 100 0 -0.048 0.324 -0.829 -0.008 0.688
factor(worker_id)10:factor(category_id)12 100 0 -0.039 0.350 -1.132 0.006 0.817
factor(worker_id)2:factor(category_id)13 100 0 -0.006 0.320 -0.676 0.022 0.720
factor(worker_id)3:factor(category_id)13 100 0 -0.006 0.356 -0.986 0.000 0.660
factor(worker_id)4:factor(category_id)13 100 0 -0.016 0.304 -0.689 -0.031 0.586
factor(worker_id)5:factor(category_id)13 100 0 -0.009 0.321 -0.866 -0.005 0.740
factor(worker_id)6:factor(category_id)13 100 0 -0.013 0.329 -0.879 -0.015 0.949
factor(worker_id)7:factor(category_id)13 100 0 -0.031 0.343 -0.807 0.024 0.672
factor(worker_id)8:factor(category_id)13 100 0 -0.011 0.328 -0.802 -0.038 0.726
factor(worker_id)9:factor(category_id)13 100 0 -0.049 0.325 -0.748 -0.062 0.610
factor(worker_id)10:factor(category_id)13 100 0 -0.032 0.306 -0.671 -0.061 0.703
factor(worker_id)2:factor(category_id)14 100 0 0.007 0.292 -0.665 0.023 0.993
factor(worker_id)3:factor(category_id)14 100 0 0.008 0.315 -0.846 -0.010 0.616
factor(worker_id)4:factor(category_id)14 100 0 -0.011 0.286 -0.862 -0.021 0.693
factor(worker_id)5:factor(category_id)14 100 0 -0.008 0.267 -0.768 -0.004 0.701
factor(worker_id)6:factor(category_id)14 100 0 -0.017 0.299 -0.881 -0.021 0.917
factor(worker_id)7:factor(category_id)14 100 0 -0.017 0.295 -0.650 0.016 0.677
factor(worker_id)8:factor(category_id)14 100 0 0.015 0.325 -1.079 0.047 0.669
factor(worker_id)9:factor(category_id)14 100 0 -0.033 0.310 -0.744 -0.039 0.708
factor(worker_id)10:factor(category_id)14 100 0 -0.034 0.267 -0.689 -0.030 0.517
factor(worker_id)2:factor(category_id)15 100 0 0.041 0.278 -0.479 0.027 0.762
factor(worker_id)3:factor(category_id)15 100 0 0.077 0.318 -0.704 0.076 0.794
factor(worker_id)4:factor(category_id)15 100 0 0.023 0.307 -0.681 -0.018 0.809
factor(worker_id)5:factor(category_id)15 100 0 0.054 0.309 -0.907 0.070 0.782
factor(worker_id)6:factor(category_id)15 100 0 0.026 0.299 -1.039 0.044 0.743
factor(worker_id)7:factor(category_id)15 100 0 0.032 0.271 -0.547 0.035 0.778
factor(worker_id)8:factor(category_id)15 100 0 0.024 0.292 -0.630 0.013 0.698
factor(worker_id)9:factor(category_id)15 100 0 -0.011 0.278 -0.693 -0.010 0.642
factor(worker_id)10:factor(category_id)15 100 0 0.030 0.311 -0.787 0.024 0.747
factor(worker_id)2:factor(category_id)16 100 0 0.031 0.311 -0.722 0.011 0.933
factor(worker_id)3:factor(category_id)16 100 0 0.018 0.325 -0.763 0.034 0.818
factor(worker_id)4:factor(category_id)16 100 0 -0.040 0.316 -0.617 -0.048 0.776
factor(worker_id)5:factor(category_id)16 100 0 -0.020 0.351 -0.954 -0.008 1.038
factor(worker_id)6:factor(category_id)16 100 0 -0.011 0.320 -0.914 -0.017 0.801
factor(worker_id)7:factor(category_id)16 100 0 -0.005 0.343 -1.055 -0.008 0.757
factor(worker_id)8:factor(category_id)16 100 0 -0.001 0.310 -0.671 0.015 0.739
factor(worker_id)9:factor(category_id)16 100 0 -0.017 0.341 -0.838 -0.016 0.949
factor(worker_id)10:factor(category_id)16 100 0 -0.034 0.327 -0.928 -0.042 0.713
factor(worker_id)2:factor(category_id)17 100 0 -0.025 0.300 -0.763 0.023 0.634
factor(worker_id)3:factor(category_id)17 100 0 0.031 0.302 -0.633 0.018 0.809
factor(worker_id)4:factor(category_id)17 100 0 0.002 0.291 -0.697 0.006 0.963
factor(worker_id)5:factor(category_id)17 100 0 -0.025 0.291 -0.646 0.007 0.819
factor(worker_id)6:factor(category_id)17 100 0 -0.019 0.352 -0.720 0.027 0.768
factor(worker_id)7:factor(category_id)17 100 0 -0.022 0.294 -0.680 -0.011 0.817
factor(worker_id)8:factor(category_id)17 100 0 0.010 0.298 -0.697 -0.001 0.945
factor(worker_id)9:factor(category_id)17 100 0 -0.049 0.337 -0.916 -0.069 0.990
factor(worker_id)10:factor(category_id)17 100 0 -0.021 0.318 -1.093 -0.011 0.653
factor(worker_id)2:factor(category_id)18 100 0 -0.030 0.287 -0.881 -0.036 0.578
factor(worker_id)3:factor(category_id)18 100 0 0.040 0.296 -0.747 0.055 0.736
factor(worker_id)4:factor(category_id)18 100 0 -0.041 0.288 -0.561 -0.086 0.710
factor(worker_id)5:factor(category_id)18 100 0 -0.008 0.340 -0.885 0.078 0.582
factor(worker_id)6:factor(category_id)18 100 0 -0.016 0.309 -0.825 -0.054 0.747
factor(worker_id)7:factor(category_id)18 100 0 -0.012 0.327 -0.849 -0.051 0.820
factor(worker_id)8:factor(category_id)18 100 0 -0.007 0.305 -0.974 -0.006 0.579
factor(worker_id)9:factor(category_id)18 100 0 -0.030 0.312 -0.641 -0.056 0.823
factor(worker_id)10:factor(category_id)18 100 0 -0.052 0.308 -0.918 -0.063 0.658
factor(worker_id)2:factor(category_id)19 100 0 0.006 0.315 -0.765 0.016 0.793
factor(worker_id)3:factor(category_id)19 100 0 0.021 0.339 -0.773 0.017 1.068
factor(worker_id)4:factor(category_id)19 100 0 0.038 0.325 -0.635 -0.008 1.075
factor(worker_id)5:factor(category_id)19 100 0 0.014 0.332 -0.786 0.057 0.677
factor(worker_id)6:factor(category_id)19 100 0 0.003 0.341 -0.844 0.014 0.936
factor(worker_id)7:factor(category_id)19 100 0 -0.013 0.346 -0.757 -0.006 1.113
factor(worker_id)8:factor(category_id)19 100 0 0.004 0.323 -0.875 -0.015 0.722
factor(worker_id)9:factor(category_id)19 100 0 0.035 0.314 -0.932 0.038 0.786
factor(worker_id)10:factor(category_id)19 100 0 -0.008 0.344 -0.820 -0.024 0.731
factor(worker_id)2:factor(category_id)20 100 0 0.012 0.320 -0.715 0.021 0.761
factor(worker_id)3:factor(category_id)20 100 0 0.017 0.312 -1.030 0.022 0.666
factor(worker_id)4:factor(category_id)20 100 0 0.044 0.314 -0.857 0.070 0.837
factor(worker_id)5:factor(category_id)20 100 0 0.031 0.322 -1.004 0.075 0.611
factor(worker_id)6:factor(category_id)20 100 0 -0.019 0.315 -0.789 -0.038 0.767
factor(worker_id)7:factor(category_id)20 100 0 0.005 0.318 -0.789 0.024 0.686
factor(worker_id)8:factor(category_id)20 100 0 0.040 0.328 -0.862 0.031 0.711
factor(worker_id)9:factor(category_id)20 100 0 -0.022 0.341 -0.974 -0.061 0.680
factor(worker_id)10:factor(category_id)20 100 0 -0.007 0.356 -0.904 -0.028 1.143

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.78
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 0.99
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(worker_id)2:factor(category_id)2 0.96
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0.18
factor(worker_id)5:factor(category_id)2 0.58
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0.02
factor(worker_id)4:factor(category_id)3 0.77
factor(worker_id)5:factor(category_id)3 0.02
factor(worker_id)6:factor(category_id)3 1
factor(worker_id)7:factor(category_id)3 0
factor(worker_id)8:factor(category_id)3 0
factor(worker_id)9:factor(category_id)3 0.11
factor(worker_id)10:factor(category_id)3 0.43
factor(worker_id)2:factor(category_id)4 0.25
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)6:factor(category_id)4 0.07
factor(worker_id)7:factor(category_id)4 0
factor(worker_id)8:factor(category_id)4 0
factor(worker_id)9:factor(category_id)4 0
factor(worker_id)10:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 0.16
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)6:factor(category_id)5 0.02
factor(worker_id)7:factor(category_id)5 0
factor(worker_id)8:factor(category_id)5 0
factor(worker_id)9:factor(category_id)5 0
factor(worker_id)10:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 1
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 0
factor(worker_id)5:factor(category_id)6 0.94
factor(worker_id)6:factor(category_id)6 1
factor(worker_id)7:factor(category_id)6 0
factor(worker_id)8:factor(category_id)6 0.08
factor(worker_id)9:factor(category_id)6 0
factor(worker_id)10:factor(category_id)6 0.93
factor(worker_id)2:factor(category_id)7 0
factor(worker_id)3:factor(category_id)7 0.34
factor(worker_id)4:factor(category_id)7 0.34
factor(worker_id)5:factor(category_id)7 0
factor(worker_id)6:factor(category_id)7 0
factor(worker_id)7:factor(category_id)7 0
factor(worker_id)8:factor(category_id)7 0
factor(worker_id)9:factor(category_id)7 0.97
factor(worker_id)10:factor(category_id)7 0.4
factor(worker_id)2:factor(category_id)8 0.2
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 0
factor(worker_id)5:factor(category_id)8 0.66
factor(worker_id)6:factor(category_id)8 0.42
factor(worker_id)7:factor(category_id)8 0
factor(worker_id)8:factor(category_id)8 0
factor(worker_id)9:factor(category_id)8 0
factor(worker_id)10:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)3:factor(category_id)9 0
factor(worker_id)4:factor(category_id)9 0
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)6:factor(category_id)9 1
factor(worker_id)7:factor(category_id)9 0
factor(worker_id)8:factor(category_id)9 0
factor(worker_id)9:factor(category_id)9 0
factor(worker_id)10:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0.01
factor(worker_id)3:factor(category_id)10 0
factor(worker_id)4:factor(category_id)10 0.57
factor(worker_id)5:factor(category_id)10 0.12
factor(worker_id)6:factor(category_id)10 1
factor(worker_id)7:factor(category_id)10 0
factor(worker_id)8:factor(category_id)10 0.95
factor(worker_id)9:factor(category_id)10 0.11
factor(worker_id)10:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0.94
factor(worker_id)3:factor(category_id)11 0.09
factor(worker_id)4:factor(category_id)11 0
factor(worker_id)5:factor(category_id)11 0
factor(worker_id)6:factor(category_id)11 0
factor(worker_id)7:factor(category_id)11 0
factor(worker_id)8:factor(category_id)11 0
factor(worker_id)9:factor(category_id)11 0
factor(worker_id)10:factor(category_id)11 0
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)3:factor(category_id)12 0.17
factor(worker_id)4:factor(category_id)12 0.97
factor(worker_id)5:factor(category_id)12 0.92
factor(worker_id)6:factor(category_id)12 0.3
factor(worker_id)7:factor(category_id)12 0
factor(worker_id)8:factor(category_id)12 0
factor(worker_id)9:factor(category_id)12 0
factor(worker_id)10:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 0.07
factor(worker_id)3:factor(category_id)13 0
factor(worker_id)4:factor(category_id)13 0
factor(worker_id)5:factor(category_id)13 0.02
factor(worker_id)6:factor(category_id)13 0.09
factor(worker_id)7:factor(category_id)13 0
factor(worker_id)8:factor(category_id)13 0
factor(worker_id)9:factor(category_id)13 0
factor(worker_id)10:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 1
factor(worker_id)3:factor(category_id)14 1
factor(worker_id)4:factor(category_id)14 0.98
factor(worker_id)5:factor(category_id)14 0.36
factor(worker_id)6:factor(category_id)14 0
factor(worker_id)7:factor(category_id)14 1
factor(worker_id)8:factor(category_id)14 0
factor(worker_id)9:factor(category_id)14 1
factor(worker_id)10:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 0.36
factor(worker_id)3:factor(category_id)15 0.72
factor(worker_id)4:factor(category_id)15 0.33
factor(worker_id)5:factor(category_id)15 0.98
factor(worker_id)6:factor(category_id)15 0.6
factor(worker_id)7:factor(category_id)15 0
factor(worker_id)8:factor(category_id)15 0
factor(worker_id)9:factor(category_id)15 0
factor(worker_id)10:factor(category_id)15 0
factor(worker_id)2:factor(category_id)16 0.03
factor(worker_id)3:factor(category_id)16 1
factor(worker_id)4:factor(category_id)16 1
factor(worker_id)5:factor(category_id)16 0.94
factor(worker_id)6:factor(category_id)16 1
factor(worker_id)7:factor(category_id)16 0
factor(worker_id)8:factor(category_id)16 0.67
factor(worker_id)9:factor(category_id)16 0.01
factor(worker_id)10:factor(category_id)16 0
factor(worker_id)2:factor(category_id)17 0
factor(worker_id)3:factor(category_id)17 0
factor(worker_id)4:factor(category_id)17 0
factor(worker_id)5:factor(category_id)17 0
factor(worker_id)6:factor(category_id)17 0
factor(worker_id)7:factor(category_id)17 0
factor(worker_id)8:factor(category_id)17 0
factor(worker_id)9:factor(category_id)17 0
factor(worker_id)10:factor(category_id)17 0
factor(worker_id)2:factor(category_id)18 0.01
factor(worker_id)3:factor(category_id)18 0
factor(worker_id)4:factor(category_id)18 0
factor(worker_id)5:factor(category_id)18 0
factor(worker_id)6:factor(category_id)18 0
factor(worker_id)7:factor(category_id)18 0
factor(worker_id)8:factor(category_id)18 0
factor(worker_id)9:factor(category_id)18 0
factor(worker_id)10:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 1
factor(worker_id)3:factor(category_id)19 0.94
factor(worker_id)4:factor(category_id)19 0.83
factor(worker_id)5:factor(category_id)19 0.97
factor(worker_id)6:factor(category_id)19 0.22
factor(worker_id)7:factor(category_id)19 0.01
factor(worker_id)8:factor(category_id)19 0
factor(worker_id)9:factor(category_id)19 1
factor(worker_id)10:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 1
factor(worker_id)3:factor(category_id)20 0.89
factor(worker_id)4:factor(category_id)20 1
factor(worker_id)5:factor(category_id)20 1
factor(worker_id)6:factor(category_id)20 1
factor(worker_id)7:factor(category_id)20 1
factor(worker_id)8:factor(category_id)20 0.06
factor(worker_id)9:factor(category_id)20 1
factor(worker_id)10:factor(category_id)20 0.8

Significant match effect number = 35 out of 171

num_process = 50, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.005 0.171 -0.429 0.007 0.397
factor(worker_id)2 100 0 0.027 0.208 -0.691 0.068 0.671
factor(worker_id)3 100 0 0.011 0.207 -0.475 0.015 0.688
factor(worker_id)4 100 0 0.007 0.227 -0.489 0.040 0.676
factor(worker_id)5 100 0 0.018 0.203 -0.601 0.024 0.458
factor(worker_id)6 100 0 -0.013 0.233 -0.492 -0.021 0.705
factor(worker_id)7 100 0 0.025 0.234 -0.604 0.025 0.542
factor(worker_id)8 100 0 0.018 0.223 -0.474 0.023 0.697
factor(worker_id)9 100 0 0.013 0.224 -0.514 0.004 0.569
factor(worker_id)10 100 0 0.026 0.219 -0.554 0.042 0.650
factor(category_id)2 100 0 -0.010 0.211 -0.741 0.008 0.491
factor(category_id)3 100 0 0.012 0.209 -0.499 -0.002 0.445
factor(category_id)4 100 0 -0.002 0.241 -0.584 -0.017 0.591
factor(category_id)5 100 0 0.009 0.223 -0.551 0.028 0.679
factor(category_id)6 100 0 0.015 0.220 -0.599 0.040 0.617
factor(category_id)7 100 0 0.025 0.222 -0.500 0.037 0.463
factor(category_id)8 100 0 0.004 0.195 -0.345 -0.009 0.481
factor(category_id)9 100 0 0.024 0.230 -0.652 0.017 0.601
factor(category_id)10 100 0 0.024 0.230 -0.495 0.015 0.663
factor(category_id)11 100 0 0.019 0.230 -0.434 0.013 0.678
factor(category_id)12 100 0 -0.013 0.178 -0.446 -0.015 0.418
factor(category_id)13 100 0 0.025 0.234 -0.667 0.017 0.718
factor(category_id)14 100 0 0.011 0.203 -0.430 0.026 0.440
factor(category_id)15 100 0 0.020 0.240 -0.482 0.015 0.638
factor(category_id)16 100 0 0.011 0.235 -0.535 0.011 0.537
factor(category_id)17 100 0 -0.033 0.224 -0.655 -0.019 0.631
factor(category_id)18 100 0 -0.003 0.208 -0.517 -0.018 0.426
factor(category_id)19 100 0 0.007 0.224 -0.434 -0.003 0.528
factor(category_id)20 100 0 -0.005 0.227 -0.599 -0.019 0.624
factor(worker_id)2:factor(category_id)2 100 0 -0.001 0.283 -0.682 -0.009 0.828
factor(worker_id)3:factor(category_id)2 100 0 0.024 0.250 -0.618 0.022 0.828
factor(worker_id)4:factor(category_id)2 100 0 -0.002 0.290 -0.594 -0.023 0.824
factor(worker_id)5:factor(category_id)2 100 0 0.030 0.283 -0.475 -0.016 0.776
factor(worker_id)6:factor(category_id)2 100 0 0.004 0.301 -0.934 -0.026 0.656
factor(worker_id)7:factor(category_id)2 100 0 -0.004 0.308 -1.020 0.010 0.862
factor(worker_id)8:factor(category_id)2 100 0 -0.007 0.326 -0.938 -0.009 1.077
factor(worker_id)9:factor(category_id)2 100 0 -0.005 0.298 -1.021 -0.014 0.701
factor(worker_id)10:factor(category_id)2 100 0 -0.033 0.280 -0.585 -0.055 0.620
factor(worker_id)2:factor(category_id)3 100 0 -0.025 0.291 -0.759 -0.009 0.953
factor(worker_id)3:factor(category_id)3 100 0 -0.041 0.262 -0.540 -0.042 0.825
factor(worker_id)4:factor(category_id)3 100 0 -0.013 0.304 -0.898 0.007 0.714
factor(worker_id)5:factor(category_id)3 100 0 -0.014 0.286 -0.816 -0.010 0.702
factor(worker_id)6:factor(category_id)3 100 0 -0.018 0.291 -0.702 0.066 0.513
factor(worker_id)7:factor(category_id)3 100 0 -0.040 0.294 -0.838 -0.030 0.926
factor(worker_id)8:factor(category_id)3 100 0 -0.004 0.291 -0.598 0.004 0.713
factor(worker_id)9:factor(category_id)3 100 0 0.009 0.293 -0.654 -0.012 0.718
factor(worker_id)10:factor(category_id)3 100 0 -0.034 0.281 -0.660 -0.039 0.679
factor(worker_id)2:factor(category_id)4 100 0 -0.010 0.293 -0.751 -0.011 0.952
factor(worker_id)3:factor(category_id)4 100 0 -0.009 0.286 -0.747 -0.012 0.645
factor(worker_id)4:factor(category_id)4 100 0 -0.023 0.325 -0.926 -0.036 0.746
factor(worker_id)5:factor(category_id)4 100 0 0.004 0.298 -0.766 -0.031 0.784
factor(worker_id)6:factor(category_id)4 100 0 0.040 0.299 -0.973 0.040 0.819
factor(worker_id)7:factor(category_id)4 100 0 -0.027 0.334 -0.820 -0.059 0.889
factor(worker_id)8:factor(category_id)4 100 0 -0.002 0.344 -0.904 0.002 0.765
factor(worker_id)9:factor(category_id)4 100 0 -0.024 0.342 -0.751 -0.029 0.611
factor(worker_id)10:factor(category_id)4 100 0 -0.036 0.330 -0.950 -0.039 0.806
factor(worker_id)2:factor(category_id)5 100 0 -0.063 0.293 -0.819 -0.042 1.003
factor(worker_id)3:factor(category_id)5 100 0 -0.002 0.310 -0.780 -0.002 0.748
factor(worker_id)4:factor(category_id)5 100 0 -0.017 0.308 -0.727 -0.030 0.778
factor(worker_id)5:factor(category_id)5 100 0 -0.040 0.287 -0.672 -0.019 0.714
factor(worker_id)6:factor(category_id)5 100 0 -0.007 0.285 -0.645 -0.013 0.582
factor(worker_id)7:factor(category_id)5 100 0 -0.015 0.333 -0.934 -0.038 0.959
factor(worker_id)8:factor(category_id)5 100 0 -0.009 0.298 -0.816 0.018 0.797
factor(worker_id)9:factor(category_id)5 100 0 -0.012 0.307 -0.720 -0.010 0.794
factor(worker_id)10:factor(category_id)5 100 0 -0.023 0.294 -0.746 -0.058 0.899
factor(worker_id)2:factor(category_id)6 100 0 -0.015 0.275 -0.603 -0.017 0.701
factor(worker_id)3:factor(category_id)6 100 0 -0.036 0.315 -0.783 -0.040 0.732
factor(worker_id)4:factor(category_id)6 100 0 -0.019 0.308 -0.699 -0.016 0.883
factor(worker_id)5:factor(category_id)6 100 0 -0.021 0.272 -0.650 -0.021 0.595
factor(worker_id)6:factor(category_id)6 100 0 -0.005 0.359 -1.223 -0.030 0.891
factor(worker_id)7:factor(category_id)6 100 0 -0.058 0.315 -0.831 -0.071 0.691
factor(worker_id)8:factor(category_id)6 100 0 -0.013 0.282 -0.899 0.012 0.792
factor(worker_id)9:factor(category_id)6 100 0 -0.023 0.284 -0.706 -0.025 0.636
factor(worker_id)10:factor(category_id)6 100 0 -0.039 0.319 -0.788 -0.078 0.671
factor(worker_id)2:factor(category_id)7 100 0 -0.044 0.299 -0.708 -0.050 0.664
factor(worker_id)3:factor(category_id)7 100 0 -0.034 0.290 -0.862 -0.033 0.678
factor(worker_id)4:factor(category_id)7 100 0 -0.021 0.295 -0.695 0.015 0.676
factor(worker_id)5:factor(category_id)7 100 0 -0.012 0.298 -0.722 0.002 0.815
factor(worker_id)6:factor(category_id)7 100 0 -0.013 0.318 -0.747 0.013 0.788
factor(worker_id)7:factor(category_id)7 100 0 -0.060 0.300 -0.759 -0.081 0.820
factor(worker_id)8:factor(category_id)7 100 0 -0.052 0.276 -0.666 -0.027 0.665
factor(worker_id)9:factor(category_id)7 100 0 -0.041 0.283 -0.651 -0.020 0.628
factor(worker_id)10:factor(category_id)7 100 0 -0.055 0.274 -0.836 -0.083 0.724
factor(worker_id)2:factor(category_id)8 100 0 -0.043 0.258 -0.713 -0.008 0.616
factor(worker_id)3:factor(category_id)8 100 0 -0.006 0.272 -0.738 0.012 0.622
factor(worker_id)4:factor(category_id)8 100 0 0.005 0.294 -0.811 0.002 0.691
factor(worker_id)5:factor(category_id)8 100 0 -0.013 0.246 -0.729 -0.006 0.660
factor(worker_id)6:factor(category_id)8 100 0 0.043 0.288 -0.675 0.045 0.639
factor(worker_id)7:factor(category_id)8 100 0 -0.028 0.303 -0.757 -0.042 0.659
factor(worker_id)8:factor(category_id)8 100 0 0.000 0.279 -0.781 0.015 0.694
factor(worker_id)9:factor(category_id)8 100 0 -0.005 0.273 -0.705 0.004 0.695
factor(worker_id)10:factor(category_id)8 100 0 -0.017 0.259 -0.677 -0.013 0.733
factor(worker_id)2:factor(category_id)9 100 0 -0.053 0.293 -1.063 -0.067 0.672
factor(worker_id)3:factor(category_id)9 100 0 -0.021 0.313 -0.943 -0.075 0.769
factor(worker_id)4:factor(category_id)9 100 0 -0.023 0.315 -0.829 -0.004 0.906
factor(worker_id)5:factor(category_id)9 100 0 -0.055 0.298 -0.821 -0.050 0.766
factor(worker_id)6:factor(category_id)9 100 0 0.011 0.281 -0.685 0.001 0.886
factor(worker_id)7:factor(category_id)9 100 0 -0.070 0.310 -0.784 -0.069 1.037
factor(worker_id)8:factor(category_id)9 100 0 -0.041 0.302 -0.834 -0.043 0.918
factor(worker_id)9:factor(category_id)9 100 0 -0.036 0.299 -0.778 -0.040 0.796
factor(worker_id)10:factor(category_id)9 100 0 -0.027 0.302 -0.850 -0.023 0.741
factor(worker_id)2:factor(category_id)10 100 0 -0.064 0.301 -1.107 -0.096 0.761
factor(worker_id)3:factor(category_id)10 100 0 -0.060 0.283 -0.857 -0.091 0.691
factor(worker_id)4:factor(category_id)10 100 0 -0.014 0.297 -0.857 0.007 0.771
factor(worker_id)5:factor(category_id)10 100 0 -0.007 0.290 -0.619 -0.003 0.571
factor(worker_id)6:factor(category_id)10 100 0 0.002 0.321 -0.629 0.035 0.647
factor(worker_id)7:factor(category_id)10 100 0 -0.056 0.291 -0.715 -0.029 0.742
factor(worker_id)8:factor(category_id)10 100 0 -0.015 0.318 -0.741 0.012 0.658
factor(worker_id)9:factor(category_id)10 100 0 -0.020 0.322 -0.810 0.021 0.681
factor(worker_id)10:factor(category_id)10 100 0 -0.042 0.332 -1.024 -0.066 0.910
factor(worker_id)2:factor(category_id)11 100 0 -0.054 0.271 -0.796 -0.048 0.612
factor(worker_id)3:factor(category_id)11 100 0 -0.043 0.302 -0.894 -0.087 0.680
factor(worker_id)4:factor(category_id)11 100 0 -0.021 0.298 -0.659 0.011 0.631
factor(worker_id)5:factor(category_id)11 100 0 -0.012 0.268 -0.669 0.023 0.604
factor(worker_id)6:factor(category_id)11 100 0 -0.010 0.295 -0.750 0.009 0.573
factor(worker_id)7:factor(category_id)11 100 0 -0.058 0.328 -1.096 -0.048 0.740
factor(worker_id)8:factor(category_id)11 100 0 -0.029 0.311 -0.718 -0.071 0.735
factor(worker_id)9:factor(category_id)11 100 0 -0.012 0.287 -0.748 -0.004 0.575
factor(worker_id)10:factor(category_id)11 100 0 -0.011 0.310 -0.849 0.028 0.708
factor(worker_id)2:factor(category_id)12 100 0 0.005 0.275 -0.652 -0.008 0.722
factor(worker_id)3:factor(category_id)12 100 0 -0.011 0.250 -0.612 -0.036 0.784
factor(worker_id)4:factor(category_id)12 100 0 0.022 0.284 -0.709 0.028 0.768
factor(worker_id)5:factor(category_id)12 100 0 0.029 0.228 -0.699 0.007 0.720
factor(worker_id)6:factor(category_id)12 100 0 0.029 0.253 -0.667 0.034 0.616
factor(worker_id)7:factor(category_id)12 100 0 -0.022 0.267 -0.837 -0.003 0.561
factor(worker_id)8:factor(category_id)12 100 0 -0.015 0.263 -0.740 0.002 0.689
factor(worker_id)9:factor(category_id)12 100 0 0.007 0.272 -0.784 0.024 0.681
factor(worker_id)10:factor(category_id)12 100 0 -0.014 0.254 -0.666 -0.001 0.538
factor(worker_id)2:factor(category_id)13 100 0 -0.041 0.277 -1.012 -0.040 0.560
factor(worker_id)3:factor(category_id)13 100 0 -0.017 0.298 -0.650 -0.018 0.730
factor(worker_id)4:factor(category_id)13 100 0 -0.022 0.310 -0.720 -0.034 0.901
factor(worker_id)5:factor(category_id)13 100 0 -0.010 0.310 -0.942 -0.012 0.704
factor(worker_id)6:factor(category_id)13 100 0 -0.004 0.295 -1.068 0.014 0.884
factor(worker_id)7:factor(category_id)13 100 0 -0.052 0.321 -0.940 -0.022 0.885
factor(worker_id)8:factor(category_id)13 100 0 -0.055 0.282 -0.756 -0.033 0.808
factor(worker_id)9:factor(category_id)13 100 0 -0.057 0.279 -0.818 -0.037 0.582
factor(worker_id)10:factor(category_id)13 100 0 -0.047 0.335 -0.963 -0.026 0.680
factor(worker_id)2:factor(category_id)14 100 0 -0.037 0.277 -0.726 -0.062 0.609
factor(worker_id)3:factor(category_id)14 100 0 -0.018 0.271 -0.628 -0.053 0.898
factor(worker_id)4:factor(category_id)14 100 0 -0.004 0.279 -0.929 0.002 0.651
factor(worker_id)5:factor(category_id)14 100 0 -0.011 0.245 -0.673 -0.012 0.517
factor(worker_id)6:factor(category_id)14 100 0 -0.004 0.301 -0.817 0.029 0.817
factor(worker_id)7:factor(category_id)14 100 0 -0.021 0.295 -0.726 -0.006 0.733
factor(worker_id)8:factor(category_id)14 100 0 -0.025 0.282 -0.881 -0.021 0.860
factor(worker_id)9:factor(category_id)14 100 0 -0.035 0.286 -0.805 -0.048 0.551
factor(worker_id)10:factor(category_id)14 100 0 -0.017 0.270 -0.721 0.024 0.673
factor(worker_id)2:factor(category_id)15 100 0 -0.050 0.310 -0.802 -0.035 0.898
factor(worker_id)3:factor(category_id)15 100 0 -0.014 0.305 -0.820 -0.016 0.688
factor(worker_id)4:factor(category_id)15 100 0 -0.022 0.306 -0.644 -0.051 0.672
factor(worker_id)5:factor(category_id)15 100 0 -0.006 0.321 -0.718 -0.022 0.909
factor(worker_id)6:factor(category_id)15 100 0 -0.013 0.307 -0.993 0.008 0.641
factor(worker_id)7:factor(category_id)15 100 0 -0.033 0.341 -1.053 -0.027 0.996
factor(worker_id)8:factor(category_id)15 100 0 -0.015 0.314 -1.196 0.011 0.685
factor(worker_id)9:factor(category_id)15 100 0 -0.053 0.330 -0.885 -0.030 0.820
factor(worker_id)10:factor(category_id)15 100 0 -0.050 0.302 -0.822 -0.072 0.545
factor(worker_id)2:factor(category_id)16 100 0 -0.037 0.300 -0.660 -0.042 0.789
factor(worker_id)3:factor(category_id)16 100 0 -0.009 0.297 -0.708 -0.011 0.933
factor(worker_id)4:factor(category_id)16 100 0 0.005 0.281 -0.695 -0.005 0.727
factor(worker_id)5:factor(category_id)16 100 0 -0.043 0.295 -0.567 -0.085 0.765
factor(worker_id)6:factor(category_id)16 100 0 0.020 0.348 -0.818 0.040 0.814
factor(worker_id)7:factor(category_id)16 100 0 -0.008 0.292 -0.891 -0.005 0.773
factor(worker_id)8:factor(category_id)16 100 0 -0.050 0.310 -0.774 -0.055 0.602
factor(worker_id)9:factor(category_id)16 100 0 -0.029 0.308 -0.759 -0.020 0.616
factor(worker_id)10:factor(category_id)16 100 0 -0.057 0.310 -0.726 -0.080 0.663
factor(worker_id)2:factor(category_id)17 100 0 -0.024 0.315 -1.030 -0.048 0.697
factor(worker_id)3:factor(category_id)17 100 0 0.019 0.267 -0.917 0.041 0.612
factor(worker_id)4:factor(category_id)17 100 0 0.030 0.336 -1.141 0.007 0.753
factor(worker_id)5:factor(category_id)17 100 0 0.025 0.277 -0.631 0.024 0.821
factor(worker_id)6:factor(category_id)17 100 0 0.037 0.307 -0.815 0.035 0.834
factor(worker_id)7:factor(category_id)17 100 0 -0.001 0.312 -0.596 -0.029 0.868
factor(worker_id)8:factor(category_id)17 100 0 0.026 0.313 -0.761 -0.005 0.977
factor(worker_id)9:factor(category_id)17 100 0 0.045 0.293 -0.752 0.047 0.713
factor(worker_id)10:factor(category_id)17 100 0 0.029 0.303 -0.636 0.018 0.947
factor(worker_id)2:factor(category_id)18 100 0 -0.008 0.288 -0.572 -0.013 0.886
factor(worker_id)3:factor(category_id)18 100 0 0.017 0.260 -0.562 0.006 0.604
factor(worker_id)4:factor(category_id)18 100 0 -0.012 0.301 -0.881 -0.003 0.697
factor(worker_id)5:factor(category_id)18 100 0 0.000 0.306 -0.688 0.018 0.733
factor(worker_id)6:factor(category_id)18 100 0 0.026 0.313 -0.831 0.009 0.720
factor(worker_id)7:factor(category_id)18 100 0 -0.016 0.315 -0.717 0.018 0.793
factor(worker_id)8:factor(category_id)18 100 0 -0.038 0.283 -0.635 -0.051 0.607
factor(worker_id)9:factor(category_id)18 100 0 -0.031 0.276 -0.610 -0.031 0.492
factor(worker_id)10:factor(category_id)18 100 0 -0.038 0.270 -0.641 -0.037 0.777
factor(worker_id)2:factor(category_id)19 100 0 -0.030 0.284 -0.617 -0.055 0.862
factor(worker_id)3:factor(category_id)19 100 0 0.017 0.314 -0.865 0.048 0.712
factor(worker_id)4:factor(category_id)19 100 0 -0.020 0.332 -0.870 -0.036 0.749
factor(worker_id)5:factor(category_id)19 100 0 -0.031 0.304 -0.688 -0.022 0.802
factor(worker_id)6:factor(category_id)19 100 0 0.008 0.311 -0.917 -0.027 0.715
factor(worker_id)7:factor(category_id)19 100 0 -0.017 0.294 -0.809 -0.031 0.568
factor(worker_id)8:factor(category_id)19 100 0 -0.038 0.286 -0.678 -0.042 0.680
factor(worker_id)9:factor(category_id)19 100 0 -0.013 0.294 -0.788 -0.030 0.613
factor(worker_id)10:factor(category_id)19 100 0 -0.033 0.292 -0.776 -0.002 0.548
factor(worker_id)2:factor(category_id)20 100 0 -0.009 0.279 -0.743 -0.037 0.942
factor(worker_id)3:factor(category_id)20 100 0 0.004 0.301 -0.901 -0.001 0.589
factor(worker_id)4:factor(category_id)20 100 0 0.002 0.309 -0.654 0.016 0.783
factor(worker_id)5:factor(category_id)20 100 0 -0.041 0.300 -0.794 -0.035 0.674
factor(worker_id)6:factor(category_id)20 100 0 0.013 0.305 -0.793 0.018 0.574
factor(worker_id)7:factor(category_id)20 100 0 -0.020 0.326 -0.823 -0.015 0.810
factor(worker_id)8:factor(category_id)20 100 0 -0.032 0.287 -0.846 -0.024 0.524
factor(worker_id)9:factor(category_id)20 100 0 -0.003 0.275 -0.700 0.006 0.621
factor(worker_id)10:factor(category_id)20 100 0 -0.016 0.307 -1.040 -0.001 0.613

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.01
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 0
factor(category_id)3 0.84
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 1
factor(worker_id)4:factor(category_id)2 1
factor(worker_id)5:factor(category_id)2 0.07
factor(worker_id)6:factor(category_id)2 0.34
factor(worker_id)7:factor(category_id)2 0.31
factor(worker_id)8:factor(category_id)2 0.31
factor(worker_id)9:factor(category_id)2 0.99
factor(worker_id)10:factor(category_id)2 1
factor(worker_id)2:factor(category_id)3 0.99
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 1
factor(worker_id)6:factor(category_id)3 0.56
factor(worker_id)7:factor(category_id)3 0.01
factor(worker_id)8:factor(category_id)3 1
factor(worker_id)9:factor(category_id)3 1
factor(worker_id)10:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 0.9
factor(worker_id)3:factor(category_id)4 1
factor(worker_id)4:factor(category_id)4 0.11
factor(worker_id)5:factor(category_id)4 0.99
factor(worker_id)6:factor(category_id)4 1
factor(worker_id)7:factor(category_id)4 0.79
factor(worker_id)8:factor(category_id)4 0.12
factor(worker_id)9:factor(category_id)4 0.98
factor(worker_id)10:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 1
factor(worker_id)6:factor(category_id)5 1
factor(worker_id)7:factor(category_id)5 0.66
factor(worker_id)8:factor(category_id)5 0.02
factor(worker_id)9:factor(category_id)5 1
factor(worker_id)10:factor(category_id)5 1
factor(worker_id)2:factor(category_id)6 1
factor(worker_id)3:factor(category_id)6 1
factor(worker_id)4:factor(category_id)6 0.91
factor(worker_id)5:factor(category_id)6 0
factor(worker_id)6:factor(category_id)6 1
factor(worker_id)7:factor(category_id)6 1
factor(worker_id)8:factor(category_id)6 1
factor(worker_id)9:factor(category_id)6 1
factor(worker_id)10:factor(category_id)6 1
factor(worker_id)2:factor(category_id)7 0.12
factor(worker_id)3:factor(category_id)7 0
factor(worker_id)4:factor(category_id)7 0
factor(worker_id)5:factor(category_id)7 0
factor(worker_id)6:factor(category_id)7 0
factor(worker_id)7:factor(category_id)7 0.03
factor(worker_id)8:factor(category_id)7 0
factor(worker_id)9:factor(category_id)7 1
factor(worker_id)10:factor(category_id)7 0
factor(worker_id)2:factor(category_id)8 0.02
factor(worker_id)3:factor(category_id)8 1
factor(worker_id)4:factor(category_id)8 1
factor(worker_id)5:factor(category_id)8 0.96
factor(worker_id)6:factor(category_id)8 1
factor(worker_id)7:factor(category_id)8 0.83
factor(worker_id)8:factor(category_id)8 0.31
factor(worker_id)9:factor(category_id)8 0
factor(worker_id)10:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 1
factor(worker_id)3:factor(category_id)9 1
factor(worker_id)4:factor(category_id)9 1
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)6:factor(category_id)9 1
factor(worker_id)7:factor(category_id)9 0.02
factor(worker_id)8:factor(category_id)9 0.01
factor(worker_id)9:factor(category_id)9 1
factor(worker_id)10:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 1
factor(worker_id)3:factor(category_id)10 1
factor(worker_id)4:factor(category_id)10 0
factor(worker_id)5:factor(category_id)10 0.41
factor(worker_id)6:factor(category_id)10 0.92
factor(worker_id)7:factor(category_id)10 0.13
factor(worker_id)8:factor(category_id)10 0.98
factor(worker_id)9:factor(category_id)10 0.93
factor(worker_id)10:factor(category_id)10 1
factor(worker_id)2:factor(category_id)11 1
factor(worker_id)3:factor(category_id)11 0.44
factor(worker_id)4:factor(category_id)11 0.06
factor(worker_id)5:factor(category_id)11 1
factor(worker_id)6:factor(category_id)11 1
factor(worker_id)7:factor(category_id)11 0.97
factor(worker_id)8:factor(category_id)11 0
factor(worker_id)9:factor(category_id)11 0
factor(worker_id)10:factor(category_id)11 0.95
factor(worker_id)2:factor(category_id)12 1
factor(worker_id)3:factor(category_id)12 1
factor(worker_id)4:factor(category_id)12 1
factor(worker_id)5:factor(category_id)12 1
factor(worker_id)6:factor(category_id)12 1
factor(worker_id)7:factor(category_id)12 1
factor(worker_id)8:factor(category_id)12 1
factor(worker_id)9:factor(category_id)12 1
factor(worker_id)10:factor(category_id)12 1
factor(worker_id)2:factor(category_id)13 0.62
factor(worker_id)3:factor(category_id)13 0
factor(worker_id)4:factor(category_id)13 0
factor(worker_id)5:factor(category_id)13 0
factor(worker_id)6:factor(category_id)13 0
factor(worker_id)7:factor(category_id)13 0
factor(worker_id)8:factor(category_id)13 0
factor(worker_id)9:factor(category_id)13 0.27
factor(worker_id)10:factor(category_id)13 0.2
factor(worker_id)2:factor(category_id)14 1
factor(worker_id)3:factor(category_id)14 1
factor(worker_id)4:factor(category_id)14 0.13
factor(worker_id)5:factor(category_id)14 1
factor(worker_id)6:factor(category_id)14 1
factor(worker_id)7:factor(category_id)14 1
factor(worker_id)8:factor(category_id)14 1
factor(worker_id)9:factor(category_id)14 1
factor(worker_id)10:factor(category_id)14 0.95
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)3:factor(category_id)15 0
factor(worker_id)4:factor(category_id)15 0
factor(worker_id)5:factor(category_id)15 0
factor(worker_id)6:factor(category_id)15 0.16
factor(worker_id)7:factor(category_id)15 0.31
factor(worker_id)8:factor(category_id)15 0
factor(worker_id)9:factor(category_id)15 0
factor(worker_id)10:factor(category_id)15 0
factor(worker_id)2:factor(category_id)16 1
factor(worker_id)3:factor(category_id)16 0.9
factor(worker_id)4:factor(category_id)16 0
factor(worker_id)5:factor(category_id)16 0
factor(worker_id)6:factor(category_id)16 0
factor(worker_id)7:factor(category_id)16 0
factor(worker_id)8:factor(category_id)16 0
factor(worker_id)9:factor(category_id)16 0
factor(worker_id)10:factor(category_id)16 0.52
factor(worker_id)2:factor(category_id)17 1
factor(worker_id)3:factor(category_id)17 0.99
factor(worker_id)4:factor(category_id)17 1
factor(worker_id)5:factor(category_id)17 1
factor(worker_id)6:factor(category_id)17 0.89
factor(worker_id)7:factor(category_id)17 1
factor(worker_id)8:factor(category_id)17 1
factor(worker_id)9:factor(category_id)17 1
factor(worker_id)10:factor(category_id)17 1
factor(worker_id)2:factor(category_id)18 0.19
factor(worker_id)3:factor(category_id)18 0
factor(worker_id)4:factor(category_id)18 0.01
factor(worker_id)5:factor(category_id)18 0
factor(worker_id)6:factor(category_id)18 0
factor(worker_id)7:factor(category_id)18 0
factor(worker_id)8:factor(category_id)18 0.06
factor(worker_id)9:factor(category_id)18 0.92
factor(worker_id)10:factor(category_id)18 0.02
factor(worker_id)2:factor(category_id)19 0
factor(worker_id)3:factor(category_id)19 0
factor(worker_id)4:factor(category_id)19 0
factor(worker_id)5:factor(category_id)19 1
factor(worker_id)6:factor(category_id)19 0.92
factor(worker_id)7:factor(category_id)19 0.22
factor(worker_id)8:factor(category_id)19 1
factor(worker_id)9:factor(category_id)19 0
factor(worker_id)10:factor(category_id)19 1
factor(worker_id)2:factor(category_id)20 1
factor(worker_id)3:factor(category_id)20 1
factor(worker_id)4:factor(category_id)20 1
factor(worker_id)5:factor(category_id)20 1
factor(worker_id)6:factor(category_id)20 1
factor(worker_id)7:factor(category_id)20 1
factor(worker_id)8:factor(category_id)20 0.45
factor(worker_id)9:factor(category_id)20 1
factor(worker_id)10:factor(category_id)20 0.99

Significant match effect number = 92 out of 171

num_process = 100, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.010 0.099 -0.273 0.012 0.276
factor(worker_id)2 100 0 0.010 0.140 -0.491 0.016 0.289
factor(worker_id)3 100 0 -0.020 0.147 -0.322 -0.035 0.474
factor(worker_id)4 100 0 -0.007 0.128 -0.291 0.009 0.209
factor(worker_id)5 100 0 -0.023 0.140 -0.415 -0.013 0.375
factor(worker_id)6 100 0 -0.003 0.144 -0.289 -0.011 0.406
factor(worker_id)7 100 0 -0.012 0.139 -0.378 -0.029 0.304
factor(worker_id)8 100 0 0.010 0.136 -0.543 0.031 0.264
factor(worker_id)9 100 0 -0.023 0.131 -0.342 -0.024 0.290
factor(worker_id)10 100 0 0.005 0.135 -0.497 0.001 0.321
factor(category_id)2 100 0 -0.016 0.145 -0.290 -0.024 0.437
factor(category_id)3 100 0 -0.013 0.127 -0.286 0.000 0.259
factor(category_id)4 100 0 -0.006 0.138 -0.461 -0.002 0.327
factor(category_id)5 100 0 0.009 0.156 -0.431 0.017 0.410
factor(category_id)6 100 0 -0.017 0.143 -0.384 -0.020 0.422
factor(category_id)7 100 0 -0.001 0.130 -0.281 -0.006 0.355
factor(category_id)8 100 0 -0.009 0.143 -0.312 -0.020 0.363
factor(category_id)9 100 0 -0.006 0.129 -0.289 -0.006 0.357
factor(category_id)10 100 0 -0.007 0.146 -0.430 -0.014 0.288
factor(category_id)11 100 0 -0.019 0.152 -0.414 -0.019 0.432
factor(category_id)12 100 0 -0.010 0.139 -0.428 -0.003 0.220
factor(category_id)13 100 0 -0.016 0.131 -0.314 -0.015 0.333
factor(category_id)14 100 0 -0.003 0.147 -0.351 0.000 0.402
factor(category_id)15 100 0 -0.019 0.151 -0.488 -0.014 0.316
factor(category_id)16 100 0 -0.009 0.140 -0.365 0.004 0.276
factor(category_id)17 100 0 -0.019 0.139 -0.292 -0.026 0.370
factor(category_id)18 100 0 0.015 0.157 -0.390 0.018 0.547
factor(category_id)19 100 0 -0.021 0.146 -0.477 -0.007 0.358
factor(category_id)20 100 0 -0.012 0.152 -0.334 -0.018 0.321
factor(worker_id)2:factor(category_id)2 100 0 -0.004 0.208 -0.503 -0.010 0.525
factor(worker_id)3:factor(category_id)2 100 0 0.016 0.209 -0.465 0.022 0.562
factor(worker_id)4:factor(category_id)2 100 0 0.004 0.193 -0.402 -0.016 0.420
factor(worker_id)5:factor(category_id)2 100 0 0.036 0.192 -0.570 0.028 0.504
factor(worker_id)6:factor(category_id)2 100 0 0.021 0.206 -0.585 0.023 0.494
factor(worker_id)7:factor(category_id)2 100 0 0.030 0.223 -0.391 -0.002 0.552
factor(worker_id)8:factor(category_id)2 100 0 0.009 0.187 -0.428 -0.010 0.608
factor(worker_id)9:factor(category_id)2 100 0 0.040 0.188 -0.445 0.053 0.470
factor(worker_id)10:factor(category_id)2 100 0 0.017 0.217 -0.567 0.019 0.565
factor(worker_id)2:factor(category_id)3 100 0 0.004 0.201 -0.360 -0.006 0.506
factor(worker_id)3:factor(category_id)3 100 0 0.027 0.197 -0.468 0.044 0.559
factor(worker_id)4:factor(category_id)3 100 0 -0.010 0.179 -0.488 -0.007 0.426
factor(worker_id)5:factor(category_id)3 100 0 0.024 0.180 -0.338 0.010 0.666
factor(worker_id)6:factor(category_id)3 100 0 0.008 0.195 -0.383 0.026 0.497
factor(worker_id)7:factor(category_id)3 100 0 0.014 0.193 -0.482 0.027 0.508
factor(worker_id)8:factor(category_id)3 100 0 0.000 0.205 -0.564 -0.012 0.665
factor(worker_id)9:factor(category_id)3 100 0 0.051 0.170 -0.343 0.069 0.428
factor(worker_id)10:factor(category_id)3 100 0 -0.014 0.201 -0.491 -0.028 0.586
factor(worker_id)2:factor(category_id)4 100 0 -0.011 0.190 -0.519 -0.017 0.578
factor(worker_id)3:factor(category_id)4 100 0 0.008 0.202 -0.579 0.024 0.544
factor(worker_id)4:factor(category_id)4 100 0 -0.009 0.178 -0.358 -0.015 0.423
factor(worker_id)5:factor(category_id)4 100 0 0.026 0.210 -0.508 0.038 0.589
factor(worker_id)6:factor(category_id)4 100 0 -0.005 0.213 -0.527 -0.006 0.641
factor(worker_id)7:factor(category_id)4 100 0 0.006 0.193 -0.487 0.018 0.519
factor(worker_id)8:factor(category_id)4 100 0 0.001 0.187 -0.449 -0.020 0.592
factor(worker_id)9:factor(category_id)4 100 0 0.035 0.201 -0.485 0.050 0.509
factor(worker_id)10:factor(category_id)4 100 0 -0.010 0.185 -0.414 0.005 0.500
factor(worker_id)2:factor(category_id)5 100 0 -0.029 0.212 -0.467 -0.056 0.491
factor(worker_id)3:factor(category_id)5 100 0 0.005 0.219 -0.589 -0.004 0.715
factor(worker_id)4:factor(category_id)5 100 0 -0.015 0.196 -0.387 -0.039 0.553
factor(worker_id)5:factor(category_id)5 100 0 0.016 0.203 -0.680 0.026 0.567
factor(worker_id)6:factor(category_id)5 100 0 -0.015 0.215 -0.625 -0.022 0.579
factor(worker_id)7:factor(category_id)5 100 0 0.000 0.214 -0.542 -0.019 0.516
factor(worker_id)8:factor(category_id)5 100 0 -0.018 0.207 -0.445 -0.015 0.570
factor(worker_id)9:factor(category_id)5 100 0 -0.012 0.203 -0.441 -0.035 0.551
factor(worker_id)10:factor(category_id)5 100 0 -0.034 0.215 -0.634 -0.003 0.459
factor(worker_id)2:factor(category_id)6 100 0 0.003 0.207 -0.644 -0.026 0.789
factor(worker_id)3:factor(category_id)6 100 0 0.030 0.206 -0.584 0.060 0.469
factor(worker_id)4:factor(category_id)6 100 0 0.024 0.195 -0.369 0.036 0.502
factor(worker_id)5:factor(category_id)6 100 0 0.035 0.211 -0.465 0.024 0.565
factor(worker_id)6:factor(category_id)6 100 0 0.007 0.222 -0.615 -0.005 0.539
factor(worker_id)7:factor(category_id)6 100 0 0.022 0.198 -0.379 0.050 0.547
factor(worker_id)8:factor(category_id)6 100 0 -0.010 0.217 -0.502 -0.001 0.574
factor(worker_id)9:factor(category_id)6 100 0 0.042 0.193 -0.540 0.036 0.477
factor(worker_id)10:factor(category_id)6 100 0 0.003 0.189 -0.473 0.026 0.579
factor(worker_id)2:factor(category_id)7 100 0 -0.023 0.206 -0.607 -0.033 0.421
factor(worker_id)3:factor(category_id)7 100 0 0.006 0.183 -0.747 0.013 0.342
factor(worker_id)4:factor(category_id)7 100 0 -0.004 0.189 -0.484 0.001 0.402
factor(worker_id)5:factor(category_id)7 100 0 0.012 0.198 -0.432 0.028 0.657
factor(worker_id)6:factor(category_id)7 100 0 0.001 0.204 -0.611 0.012 0.392
factor(worker_id)7:factor(category_id)7 100 0 -0.007 0.203 -0.433 0.023 0.506
factor(worker_id)8:factor(category_id)7 100 0 -0.021 0.197 -0.487 -0.038 0.560
factor(worker_id)9:factor(category_id)7 100 0 0.028 0.180 -0.570 0.059 0.386
factor(worker_id)10:factor(category_id)7 100 0 -0.027 0.192 -0.545 -0.024 0.556
factor(worker_id)2:factor(category_id)8 100 0 -0.006 0.191 -0.373 -0.016 0.514
factor(worker_id)3:factor(category_id)8 100 0 0.016 0.204 -0.479 0.019 0.462
factor(worker_id)4:factor(category_id)8 100 0 0.015 0.197 -0.501 0.034 0.414
factor(worker_id)5:factor(category_id)8 100 0 0.013 0.196 -0.597 0.026 0.454
factor(worker_id)6:factor(category_id)8 100 0 -0.002 0.215 -0.537 0.017 0.478
factor(worker_id)7:factor(category_id)8 100 0 0.016 0.217 -0.589 0.003 0.520
factor(worker_id)8:factor(category_id)8 100 0 0.014 0.185 -0.510 0.021 0.367
factor(worker_id)9:factor(category_id)8 100 0 0.017 0.206 -0.570 0.031 0.442
factor(worker_id)10:factor(category_id)8 100 0 -0.003 0.193 -0.538 -0.001 0.618
factor(worker_id)2:factor(category_id)9 100 0 0.009 0.200 -0.491 0.020 0.489
factor(worker_id)3:factor(category_id)9 100 0 0.027 0.204 -0.444 0.031 0.606
factor(worker_id)4:factor(category_id)9 100 0 0.014 0.178 -0.371 0.003 0.373
factor(worker_id)5:factor(category_id)9 100 0 0.039 0.175 -0.416 0.033 0.520
factor(worker_id)6:factor(category_id)9 100 0 0.009 0.183 -0.505 0.034 0.457
factor(worker_id)7:factor(category_id)9 100 0 0.001 0.204 -0.422 -0.003 0.449
factor(worker_id)8:factor(category_id)9 100 0 -0.036 0.165 -0.517 -0.047 0.515
factor(worker_id)9:factor(category_id)9 100 0 0.028 0.183 -0.430 0.030 0.443
factor(worker_id)10:factor(category_id)9 100 0 -0.029 0.194 -0.456 -0.006 0.532
factor(worker_id)2:factor(category_id)10 100 0 -0.027 0.204 -0.533 -0.023 0.638
factor(worker_id)3:factor(category_id)10 100 0 0.034 0.201 -0.620 0.044 0.522
factor(worker_id)4:factor(category_id)10 100 0 -0.010 0.203 -0.595 -0.023 0.504
factor(worker_id)5:factor(category_id)10 100 0 0.020 0.210 -0.519 0.026 0.687
factor(worker_id)6:factor(category_id)10 100 0 0.018 0.212 -0.528 0.010 0.509
factor(worker_id)7:factor(category_id)10 100 0 0.016 0.208 -0.464 0.034 0.461
factor(worker_id)8:factor(category_id)10 100 0 -0.005 0.193 -0.470 0.006 0.473
factor(worker_id)9:factor(category_id)10 100 0 -0.003 0.192 -0.600 0.000 0.494
factor(worker_id)10:factor(category_id)10 100 0 0.002 0.189 -0.397 0.006 0.493
factor(worker_id)2:factor(category_id)11 100 0 -0.004 0.202 -0.467 -0.007 0.434
factor(worker_id)3:factor(category_id)11 100 0 0.026 0.191 -0.384 0.027 0.583
factor(worker_id)4:factor(category_id)11 100 0 0.032 0.192 -0.396 0.020 0.471
factor(worker_id)5:factor(category_id)11 100 0 0.025 0.199 -0.558 0.037 0.434
factor(worker_id)6:factor(category_id)11 100 0 0.007 0.218 -0.548 -0.022 0.584
factor(worker_id)7:factor(category_id)11 100 0 0.000 0.210 -0.529 -0.010 0.410
factor(worker_id)8:factor(category_id)11 100 0 -0.004 0.213 -0.466 0.007 0.577
factor(worker_id)9:factor(category_id)11 100 0 0.037 0.202 -0.427 0.029 0.572
factor(worker_id)10:factor(category_id)11 100 0 -0.007 0.199 -0.534 -0.016 0.598
factor(worker_id)2:factor(category_id)12 100 0 -0.027 0.203 -0.456 -0.034 0.577
factor(worker_id)3:factor(category_id)12 100 0 0.032 0.194 -0.302 -0.013 0.649
factor(worker_id)4:factor(category_id)12 100 0 0.011 0.190 -0.454 -0.010 0.570
factor(worker_id)5:factor(category_id)12 100 0 0.040 0.211 -0.435 0.027 0.624
factor(worker_id)6:factor(category_id)12 100 0 -0.018 0.206 -0.539 -0.051 0.427
factor(worker_id)7:factor(category_id)12 100 0 0.017 0.190 -0.413 0.013 0.379
factor(worker_id)8:factor(category_id)12 100 0 -0.003 0.209 -0.466 0.018 0.675
factor(worker_id)9:factor(category_id)12 100 0 0.027 0.209 -0.440 0.025 0.857
factor(worker_id)10:factor(category_id)12 100 0 0.002 0.184 -0.413 -0.007 0.711
factor(worker_id)2:factor(category_id)13 100 0 -0.001 0.186 -0.510 0.030 0.432
factor(worker_id)3:factor(category_id)13 100 0 0.019 0.202 -0.546 0.039 0.583
factor(worker_id)4:factor(category_id)13 100 0 0.021 0.190 -0.488 0.020 0.522
factor(worker_id)5:factor(category_id)13 100 0 0.039 0.164 -0.469 0.045 0.466
factor(worker_id)6:factor(category_id)13 100 0 -0.001 0.204 -0.497 -0.001 0.449
factor(worker_id)7:factor(category_id)13 100 0 0.012 0.186 -0.362 -0.007 0.368
factor(worker_id)8:factor(category_id)13 100 0 -0.005 0.190 -0.338 -0.022 0.562
factor(worker_id)9:factor(category_id)13 100 0 0.042 0.177 -0.339 0.025 0.503
factor(worker_id)10:factor(category_id)13 100 0 0.014 0.183 -0.332 0.017 0.527
factor(worker_id)2:factor(category_id)14 100 0 -0.016 0.226 -0.607 -0.003 0.645
factor(worker_id)3:factor(category_id)14 100 0 0.003 0.207 -0.577 -0.022 0.549
factor(worker_id)4:factor(category_id)14 100 0 0.006 0.207 -0.483 -0.006 0.547
factor(worker_id)5:factor(category_id)14 100 0 0.010 0.209 -0.579 -0.009 0.541
factor(worker_id)6:factor(category_id)14 100 0 -0.015 0.209 -0.438 -0.027 0.518
factor(worker_id)7:factor(category_id)14 100 0 0.025 0.209 -0.439 0.017 0.694
factor(worker_id)8:factor(category_id)14 100 0 -0.017 0.226 -0.496 -0.003 0.719
factor(worker_id)9:factor(category_id)14 100 0 0.022 0.210 -0.574 0.009 0.569
factor(worker_id)10:factor(category_id)14 100 0 -0.015 0.199 -0.452 -0.020 0.538
factor(worker_id)2:factor(category_id)15 100 0 -0.021 0.206 -0.434 -0.021 0.412
factor(worker_id)3:factor(category_id)15 100 0 0.007 0.219 -0.502 0.006 0.536
factor(worker_id)4:factor(category_id)15 100 0 0.025 0.200 -0.453 0.030 0.474
factor(worker_id)5:factor(category_id)15 100 0 0.034 0.206 -0.450 0.022 0.656
factor(worker_id)6:factor(category_id)15 100 0 0.003 0.213 -0.400 -0.018 0.523
factor(worker_id)7:factor(category_id)15 100 0 0.024 0.206 -0.409 0.027 0.398
factor(worker_id)8:factor(category_id)15 100 0 0.013 0.194 -0.429 -0.016 0.776
factor(worker_id)9:factor(category_id)15 100 0 0.044 0.204 -0.402 0.063 0.718
factor(worker_id)10:factor(category_id)15 100 0 0.009 0.215 -0.562 0.017 0.691
factor(worker_id)2:factor(category_id)16 100 0 -0.014 0.202 -0.431 -0.017 0.669
factor(worker_id)3:factor(category_id)16 100 0 0.041 0.195 -0.509 0.041 0.497
factor(worker_id)4:factor(category_id)16 100 0 0.016 0.184 -0.466 -0.004 0.457
factor(worker_id)5:factor(category_id)16 100 0 0.027 0.214 -0.554 0.034 0.536
factor(worker_id)6:factor(category_id)16 100 0 0.020 0.206 -0.474 0.025 0.507
factor(worker_id)7:factor(category_id)16 100 0 0.012 0.196 -0.496 0.012 0.633
factor(worker_id)8:factor(category_id)16 100 0 -0.007 0.203 -0.370 -0.021 0.649
factor(worker_id)9:factor(category_id)16 100 0 0.032 0.178 -0.391 0.037 0.432
factor(worker_id)10:factor(category_id)16 100 0 0.001 0.201 -0.523 0.002 0.453
factor(worker_id)2:factor(category_id)17 100 0 0.008 0.196 -0.528 0.006 0.461
factor(worker_id)3:factor(category_id)17 100 0 0.019 0.207 -0.546 0.016 0.463
factor(worker_id)4:factor(category_id)17 100 0 0.019 0.192 -0.435 -0.011 0.459
factor(worker_id)5:factor(category_id)17 100 0 0.031 0.201 -0.540 0.037 0.503
factor(worker_id)6:factor(category_id)17 100 0 0.021 0.217 -0.466 0.058 0.494
factor(worker_id)7:factor(category_id)17 100 0 0.047 0.186 -0.408 0.058 0.423
factor(worker_id)8:factor(category_id)17 100 0 0.006 0.185 -0.500 -0.005 0.620
factor(worker_id)9:factor(category_id)17 100 0 0.027 0.177 -0.406 0.030 0.434
factor(worker_id)10:factor(category_id)17 100 0 0.001 0.203 -0.423 -0.012 0.686
factor(worker_id)2:factor(category_id)18 100 0 -0.009 0.220 -0.828 -0.039 0.642
factor(worker_id)3:factor(category_id)18 100 0 0.003 0.200 -0.738 -0.007 0.413
factor(worker_id)4:factor(category_id)18 100 0 0.005 0.200 -0.639 0.019 0.542
factor(worker_id)5:factor(category_id)18 100 0 0.001 0.220 -0.568 0.018 0.555
factor(worker_id)6:factor(category_id)18 100 0 -0.029 0.218 -0.704 -0.023 0.504
factor(worker_id)7:factor(category_id)18 100 0 -0.002 0.218 -0.670 0.014 0.460
factor(worker_id)8:factor(category_id)18 100 0 -0.037 0.208 -0.538 -0.022 0.518
factor(worker_id)9:factor(category_id)18 100 0 0.004 0.206 -0.553 -0.019 0.598
factor(worker_id)10:factor(category_id)18 100 0 -0.001 0.199 -0.562 -0.014 0.815
factor(worker_id)2:factor(category_id)19 100 0 0.001 0.219 -0.434 -0.021 0.669
factor(worker_id)3:factor(category_id)19 100 0 0.022 0.228 -0.597 0.055 0.521
factor(worker_id)4:factor(category_id)19 100 0 0.016 0.206 -0.484 -0.007 0.607
factor(worker_id)5:factor(category_id)19 100 0 0.041 0.207 -0.535 0.031 0.512
factor(worker_id)6:factor(category_id)19 100 0 0.010 0.196 -0.583 0.030 0.544
factor(worker_id)7:factor(category_id)19 100 0 0.031 0.190 -0.408 0.018 0.444
factor(worker_id)8:factor(category_id)19 100 0 -0.005 0.198 -0.399 -0.020 0.542
factor(worker_id)9:factor(category_id)19 100 0 0.035 0.207 -0.434 0.039 0.752
factor(worker_id)10:factor(category_id)19 100 0 0.018 0.189 -0.407 0.017 0.787
factor(worker_id)2:factor(category_id)20 100 0 -0.007 0.213 -0.497 0.015 0.481
factor(worker_id)3:factor(category_id)20 100 0 0.012 0.212 -0.478 0.022 0.475
factor(worker_id)4:factor(category_id)20 100 0 0.016 0.195 -0.451 0.006 0.435
factor(worker_id)5:factor(category_id)20 100 0 0.026 0.227 -0.544 0.021 0.491
factor(worker_id)6:factor(category_id)20 100 0 -0.001 0.218 -0.480 0.010 0.537
factor(worker_id)7:factor(category_id)20 100 0 0.010 0.227 -0.614 0.013 0.516
factor(worker_id)8:factor(category_id)20 100 0 0.000 0.186 -0.378 -0.019 0.732
factor(worker_id)9:factor(category_id)20 100 0 0.029 0.197 -0.459 0.026 0.526
factor(worker_id)10:factor(category_id)20 100 0 -0.002 0.201 -0.727 -0.010 0.531

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0.02
factor(worker_id)5:factor(category_id)2 0.55
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)3:factor(category_id)3 1
factor(worker_id)4:factor(category_id)3 1
factor(worker_id)5:factor(category_id)3 1
factor(worker_id)6:factor(category_id)3 0.71
factor(worker_id)7:factor(category_id)3 1
factor(worker_id)8:factor(category_id)3 1
factor(worker_id)9:factor(category_id)3 1
factor(worker_id)10:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0.03
factor(worker_id)4:factor(category_id)4 0.04
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)6:factor(category_id)4 0
factor(worker_id)7:factor(category_id)4 1
factor(worker_id)8:factor(category_id)4 0
factor(worker_id)9:factor(category_id)4 0
factor(worker_id)10:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 1
factor(worker_id)5:factor(category_id)5 1
factor(worker_id)6:factor(category_id)5 0
factor(worker_id)7:factor(category_id)5 0
factor(worker_id)8:factor(category_id)5 0
factor(worker_id)9:factor(category_id)5 0.48
factor(worker_id)10:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 0.95
factor(worker_id)3:factor(category_id)6 1
factor(worker_id)4:factor(category_id)6 1
factor(worker_id)5:factor(category_id)6 1
factor(worker_id)6:factor(category_id)6 0.99
factor(worker_id)7:factor(category_id)6 1
factor(worker_id)8:factor(category_id)6 1
factor(worker_id)9:factor(category_id)6 1
factor(worker_id)10:factor(category_id)6 1
factor(worker_id)2:factor(category_id)7 1
factor(worker_id)3:factor(category_id)7 1
factor(worker_id)4:factor(category_id)7 1
factor(worker_id)5:factor(category_id)7 1
factor(worker_id)6:factor(category_id)7 0
factor(worker_id)7:factor(category_id)7 1
factor(worker_id)8:factor(category_id)7 0.98
factor(worker_id)9:factor(category_id)7 0.98
factor(worker_id)10:factor(category_id)7 0.41
factor(worker_id)2:factor(category_id)8 0
factor(worker_id)3:factor(category_id)8 0.95
factor(worker_id)4:factor(category_id)8 0.13
factor(worker_id)5:factor(category_id)8 1
factor(worker_id)6:factor(category_id)8 0
factor(worker_id)7:factor(category_id)8 0.97
factor(worker_id)8:factor(category_id)8 0
factor(worker_id)9:factor(category_id)8 0.56
factor(worker_id)10:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0.75
factor(worker_id)3:factor(category_id)9 1
factor(worker_id)4:factor(category_id)9 1
factor(worker_id)5:factor(category_id)9 1
factor(worker_id)6:factor(category_id)9 0.03
factor(worker_id)7:factor(category_id)9 0
factor(worker_id)8:factor(category_id)9 0.89
factor(worker_id)9:factor(category_id)9 0.98
factor(worker_id)10:factor(category_id)9 0.84
factor(worker_id)2:factor(category_id)10 0
factor(worker_id)3:factor(category_id)10 0
factor(worker_id)4:factor(category_id)10 0.02
factor(worker_id)5:factor(category_id)10 1
factor(worker_id)6:factor(category_id)10 0.86
factor(worker_id)7:factor(category_id)10 0.01
factor(worker_id)8:factor(category_id)10 0.11
factor(worker_id)9:factor(category_id)10 0
factor(worker_id)10:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0
factor(worker_id)3:factor(category_id)11 1
factor(worker_id)4:factor(category_id)11 0
factor(worker_id)5:factor(category_id)11 0.88
factor(worker_id)6:factor(category_id)11 0
factor(worker_id)7:factor(category_id)11 0
factor(worker_id)8:factor(category_id)11 0
factor(worker_id)9:factor(category_id)11 0
factor(worker_id)10:factor(category_id)11 0.88
factor(worker_id)2:factor(category_id)12 0
factor(worker_id)3:factor(category_id)12 0.78
factor(worker_id)4:factor(category_id)12 0
factor(worker_id)5:factor(category_id)12 1
factor(worker_id)6:factor(category_id)12 0
factor(worker_id)7:factor(category_id)12 0
factor(worker_id)8:factor(category_id)12 0
factor(worker_id)9:factor(category_id)12 0
factor(worker_id)10:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 1
factor(worker_id)3:factor(category_id)13 0
factor(worker_id)4:factor(category_id)13 1
factor(worker_id)5:factor(category_id)13 1
factor(worker_id)6:factor(category_id)13 0.04
factor(worker_id)7:factor(category_id)13 1
factor(worker_id)8:factor(category_id)13 1
factor(worker_id)9:factor(category_id)13 1
factor(worker_id)10:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 0
factor(worker_id)3:factor(category_id)14 0.09
factor(worker_id)4:factor(category_id)14 0.69
factor(worker_id)5:factor(category_id)14 0.96
factor(worker_id)6:factor(category_id)14 0
factor(worker_id)7:factor(category_id)14 0.05
factor(worker_id)8:factor(category_id)14 1
factor(worker_id)9:factor(category_id)14 0
factor(worker_id)10:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 0
factor(worker_id)3:factor(category_id)15 0
factor(worker_id)4:factor(category_id)15 1
factor(worker_id)5:factor(category_id)15 1
factor(worker_id)6:factor(category_id)15 0
factor(worker_id)7:factor(category_id)15 0.15
factor(worker_id)8:factor(category_id)15 0.03
factor(worker_id)9:factor(category_id)15 0
factor(worker_id)10:factor(category_id)15 1
factor(worker_id)2:factor(category_id)16 1
factor(worker_id)3:factor(category_id)16 1
factor(worker_id)4:factor(category_id)16 1
factor(worker_id)5:factor(category_id)16 1
factor(worker_id)6:factor(category_id)16 1
factor(worker_id)7:factor(category_id)16 1
factor(worker_id)8:factor(category_id)16 1
factor(worker_id)9:factor(category_id)16 1
factor(worker_id)10:factor(category_id)16 1
factor(worker_id)2:factor(category_id)17 0
factor(worker_id)3:factor(category_id)17 0
factor(worker_id)4:factor(category_id)17 0
factor(worker_id)5:factor(category_id)17 0
factor(worker_id)6:factor(category_id)17 0
factor(worker_id)7:factor(category_id)17 0
factor(worker_id)8:factor(category_id)17 0
factor(worker_id)9:factor(category_id)17 0
factor(worker_id)10:factor(category_id)17 0
factor(worker_id)2:factor(category_id)18 0.03
factor(worker_id)3:factor(category_id)18 1
factor(worker_id)4:factor(category_id)18 1
factor(worker_id)5:factor(category_id)18 1
factor(worker_id)6:factor(category_id)18 0.01
factor(worker_id)7:factor(category_id)18 0.63
factor(worker_id)8:factor(category_id)18 0.84
factor(worker_id)9:factor(category_id)18 0.06
factor(worker_id)10:factor(category_id)18 0.95
factor(worker_id)2:factor(category_id)19 1
factor(worker_id)3:factor(category_id)19 0.91
factor(worker_id)4:factor(category_id)19 0
factor(worker_id)5:factor(category_id)19 1
factor(worker_id)6:factor(category_id)19 0
factor(worker_id)7:factor(category_id)19 0
factor(worker_id)8:factor(category_id)19 0.05
factor(worker_id)9:factor(category_id)19 1
factor(worker_id)10:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 0
factor(worker_id)3:factor(category_id)20 0
factor(worker_id)4:factor(category_id)20 0.88
factor(worker_id)5:factor(category_id)20 0.23
factor(worker_id)6:factor(category_id)20 0
factor(worker_id)7:factor(category_id)20 0
factor(worker_id)8:factor(category_id)20 0
factor(worker_id)9:factor(category_id)20 0
factor(worker_id)10:factor(category_id)20 0

Significant match effect number = 74 out of 171

num_process = 500, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.003 0.044 -0.127 0.006 0.091
factor(worker_id)2 100 0 -0.005 0.062 -0.131 -0.004 0.164
factor(worker_id)3 100 0 0.004 0.069 -0.162 0.000 0.251
factor(worker_id)4 100 0 -0.001 0.059 -0.133 -0.005 0.154
factor(worker_id)5 100 0 0.001 0.066 -0.146 0.003 0.194
factor(worker_id)6 100 0 0.001 0.070 -0.158 -0.004 0.160
factor(worker_id)7 100 0 -0.004 0.065 -0.145 -0.003 0.151
factor(worker_id)8 100 0 -0.001 0.065 -0.161 -0.007 0.194
factor(worker_id)9 100 0 0.005 0.063 -0.139 -0.003 0.217
factor(worker_id)10 100 0 0.002 0.064 -0.156 -0.003 0.137
factor(category_id)2 100 0 -0.007 0.061 -0.189 -0.004 0.120
factor(category_id)3 100 0 -0.002 0.064 -0.143 -0.004 0.148
factor(category_id)4 100 0 0.000 0.053 -0.123 0.002 0.130
factor(category_id)5 100 0 -0.001 0.060 -0.120 -0.005 0.151
factor(category_id)6 100 0 -0.001 0.066 -0.173 0.002 0.168
factor(category_id)7 100 0 0.002 0.058 -0.126 0.000 0.145
factor(category_id)8 100 0 -0.009 0.058 -0.134 -0.006 0.131
factor(category_id)9 100 0 -0.004 0.059 -0.112 -0.010 0.164
factor(category_id)10 100 0 -0.015 0.064 -0.166 -0.015 0.124
factor(category_id)11 100 0 -0.012 0.061 -0.136 -0.011 0.143
factor(category_id)12 100 0 -0.006 0.065 -0.141 -0.019 0.179
factor(category_id)13 100 0 -0.004 0.056 -0.122 -0.010 0.132
factor(category_id)14 100 0 -0.006 0.064 -0.140 -0.007 0.140
factor(category_id)15 100 0 0.003 0.063 -0.154 -0.002 0.129
factor(category_id)16 100 0 0.003 0.059 -0.124 0.004 0.117
factor(category_id)17 100 0 -0.010 0.060 -0.145 -0.011 0.124
factor(category_id)18 100 0 -0.003 0.059 -0.146 -0.002 0.143
factor(category_id)19 100 0 0.003 0.066 -0.154 0.011 0.159
factor(category_id)20 100 0 0.001 0.063 -0.146 -0.011 0.150
factor(worker_id)2:factor(category_id)2 100 0 0.010 0.082 -0.224 0.008 0.197
factor(worker_id)3:factor(category_id)2 100 0 0.002 0.096 -0.344 0.005 0.218
factor(worker_id)4:factor(category_id)2 100 0 0.002 0.090 -0.234 0.000 0.225
factor(worker_id)5:factor(category_id)2 100 0 -0.003 0.081 -0.187 0.005 0.182
factor(worker_id)6:factor(category_id)2 100 0 0.004 0.086 -0.216 0.012 0.182
factor(worker_id)7:factor(category_id)2 100 0 0.011 0.089 -0.193 0.001 0.214
factor(worker_id)8:factor(category_id)2 100 0 0.010 0.089 -0.198 0.015 0.215
factor(worker_id)9:factor(category_id)2 100 0 0.000 0.086 -0.191 0.005 0.161
factor(worker_id)10:factor(category_id)2 100 0 0.006 0.092 -0.301 -0.002 0.207
factor(worker_id)2:factor(category_id)3 100 0 -0.002 0.088 -0.186 -0.007 0.285
factor(worker_id)3:factor(category_id)3 100 0 -0.003 0.091 -0.272 0.000 0.194
factor(worker_id)4:factor(category_id)3 100 0 0.002 0.087 -0.203 0.010 0.202
factor(worker_id)5:factor(category_id)3 100 0 -0.004 0.094 -0.281 0.000 0.185
factor(worker_id)6:factor(category_id)3 100 0 -0.001 0.088 -0.200 0.002 0.224
factor(worker_id)7:factor(category_id)3 100 0 0.001 0.089 -0.175 -0.008 0.263
factor(worker_id)8:factor(category_id)3 100 0 -0.004 0.087 -0.200 -0.001 0.222
factor(worker_id)9:factor(category_id)3 100 0 -0.007 0.099 -0.246 0.006 0.193
factor(worker_id)10:factor(category_id)3 100 0 0.003 0.088 -0.188 -0.001 0.289
factor(worker_id)2:factor(category_id)4 100 0 0.003 0.077 -0.160 -0.003 0.196
factor(worker_id)3:factor(category_id)4 100 0 -0.010 0.078 -0.260 -0.015 0.156
factor(worker_id)4:factor(category_id)4 100 0 0.006 0.080 -0.196 0.013 0.235
factor(worker_id)5:factor(category_id)4 100 0 -0.008 0.077 -0.243 -0.004 0.199
factor(worker_id)6:factor(category_id)4 100 0 -0.003 0.086 -0.189 0.002 0.198
factor(worker_id)7:factor(category_id)4 100 0 0.001 0.079 -0.191 -0.003 0.224
factor(worker_id)8:factor(category_id)4 100 0 -0.001 0.082 -0.208 0.005 0.206
factor(worker_id)9:factor(category_id)4 100 0 -0.014 0.083 -0.184 -0.008 0.216
factor(worker_id)10:factor(category_id)4 100 0 -0.012 0.088 -0.245 -0.021 0.219
factor(worker_id)2:factor(category_id)5 100 0 0.000 0.089 -0.221 0.006 0.234
factor(worker_id)3:factor(category_id)5 100 0 -0.003 0.093 -0.285 -0.008 0.254
factor(worker_id)4:factor(category_id)5 100 0 0.005 0.087 -0.237 0.000 0.205
factor(worker_id)5:factor(category_id)5 100 0 -0.005 0.091 -0.321 -0.002 0.216
factor(worker_id)6:factor(category_id)5 100 0 -0.002 0.087 -0.214 0.000 0.194
factor(worker_id)7:factor(category_id)5 100 0 -0.004 0.081 -0.228 0.004 0.196
factor(worker_id)8:factor(category_id)5 100 0 0.000 0.087 -0.188 0.006 0.244
factor(worker_id)9:factor(category_id)5 100 0 -0.006 0.093 -0.252 0.003 0.164
factor(worker_id)10:factor(category_id)5 100 0 -0.001 0.088 -0.236 -0.003 0.188
factor(worker_id)2:factor(category_id)6 100 0 0.000 0.086 -0.204 -0.013 0.206
factor(worker_id)3:factor(category_id)6 100 0 -0.009 0.098 -0.317 -0.006 0.154
factor(worker_id)4:factor(category_id)6 100 0 -0.006 0.095 -0.252 -0.013 0.239
factor(worker_id)5:factor(category_id)6 100 0 0.004 0.102 -0.269 0.008 0.193
factor(worker_id)6:factor(category_id)6 100 0 -0.002 0.099 -0.210 -0.001 0.223
factor(worker_id)7:factor(category_id)6 100 0 0.006 0.089 -0.282 -0.001 0.270
factor(worker_id)8:factor(category_id)6 100 0 0.001 0.091 -0.257 0.004 0.220
factor(worker_id)9:factor(category_id)6 100 0 -0.010 0.095 -0.275 -0.026 0.240
factor(worker_id)10:factor(category_id)6 100 0 -0.005 0.088 -0.237 0.002 0.181
factor(worker_id)2:factor(category_id)7 100 0 -0.001 0.094 -0.298 0.011 0.215
factor(worker_id)3:factor(category_id)7 100 0 -0.016 0.082 -0.302 -0.015 0.153
factor(worker_id)4:factor(category_id)7 100 0 -0.005 0.085 -0.253 0.003 0.163
factor(worker_id)5:factor(category_id)7 100 0 -0.007 0.100 -0.260 -0.009 0.252
factor(worker_id)6:factor(category_id)7 100 0 -0.013 0.095 -0.287 -0.019 0.195
factor(worker_id)7:factor(category_id)7 100 0 0.007 0.090 -0.177 0.009 0.212
factor(worker_id)8:factor(category_id)7 100 0 -0.014 0.093 -0.230 -0.017 0.213
factor(worker_id)9:factor(category_id)7 100 0 -0.005 0.078 -0.223 -0.003 0.178
factor(worker_id)10:factor(category_id)7 100 0 -0.006 0.081 -0.213 -0.014 0.166
factor(worker_id)2:factor(category_id)8 100 0 0.011 0.084 -0.157 0.013 0.173
factor(worker_id)3:factor(category_id)8 100 0 0.002 0.084 -0.267 -0.008 0.222
factor(worker_id)4:factor(category_id)8 100 0 0.006 0.081 -0.168 0.008 0.200
factor(worker_id)5:factor(category_id)8 100 0 0.001 0.092 -0.226 0.000 0.188
factor(worker_id)6:factor(category_id)8 100 0 0.011 0.092 -0.186 0.009 0.217
factor(worker_id)7:factor(category_id)8 100 0 0.018 0.091 -0.218 0.014 0.226
factor(worker_id)8:factor(category_id)8 100 0 0.005 0.092 -0.212 0.001 0.247
factor(worker_id)9:factor(category_id)8 100 0 0.005 0.088 -0.227 0.023 0.175
factor(worker_id)10:factor(category_id)8 100 0 -0.003 0.087 -0.212 -0.004 0.211
factor(worker_id)2:factor(category_id)9 100 0 0.010 0.088 -0.232 0.005 0.223
factor(worker_id)3:factor(category_id)9 100 0 -0.002 0.085 -0.225 0.009 0.182
factor(worker_id)4:factor(category_id)9 100 0 0.010 0.084 -0.209 0.012 0.172
factor(worker_id)5:factor(category_id)9 100 0 0.000 0.094 -0.267 0.007 0.244
factor(worker_id)6:factor(category_id)9 100 0 0.001 0.097 -0.223 0.003 0.178
factor(worker_id)7:factor(category_id)9 100 0 0.003 0.088 -0.211 0.011 0.270
factor(worker_id)8:factor(category_id)9 100 0 0.003 0.085 -0.196 -0.002 0.201
factor(worker_id)9:factor(category_id)9 100 0 0.002 0.089 -0.297 -0.005 0.228
factor(worker_id)10:factor(category_id)9 100 0 -0.004 0.084 -0.192 -0.002 0.200
factor(worker_id)2:factor(category_id)10 100 0 0.018 0.093 -0.241 0.019 0.232
factor(worker_id)3:factor(category_id)10 100 0 0.008 0.103 -0.236 0.020 0.243
factor(worker_id)4:factor(category_id)10 100 0 0.006 0.082 -0.187 0.001 0.175
factor(worker_id)5:factor(category_id)10 100 0 0.005 0.096 -0.243 0.005 0.195
factor(worker_id)6:factor(category_id)10 100 0 0.012 0.089 -0.204 0.011 0.219
factor(worker_id)7:factor(category_id)10 100 0 0.013 0.086 -0.217 0.007 0.247
factor(worker_id)8:factor(category_id)10 100 0 0.008 0.078 -0.159 0.005 0.203
factor(worker_id)9:factor(category_id)10 100 0 0.006 0.095 -0.337 0.002 0.219
factor(worker_id)10:factor(category_id)10 100 0 0.010 0.094 -0.232 0.008 0.274
factor(worker_id)2:factor(category_id)11 100 0 0.018 0.091 -0.193 0.018 0.212
factor(worker_id)3:factor(category_id)11 100 0 0.006 0.085 -0.286 0.020 0.143
factor(worker_id)4:factor(category_id)11 100 0 -0.001 0.088 -0.233 -0.005 0.170
factor(worker_id)5:factor(category_id)11 100 0 0.018 0.088 -0.267 0.017 0.227
factor(worker_id)6:factor(category_id)11 100 0 0.007 0.098 -0.231 0.020 0.245
factor(worker_id)7:factor(category_id)11 100 0 0.003 0.100 -0.223 -0.001 0.255
factor(worker_id)8:factor(category_id)11 100 0 0.005 0.088 -0.261 0.007 0.169
factor(worker_id)9:factor(category_id)11 100 0 0.015 0.088 -0.208 0.023 0.213
factor(worker_id)10:factor(category_id)11 100 0 0.008 0.094 -0.202 0.008 0.268
factor(worker_id)2:factor(category_id)12 100 0 0.008 0.088 -0.230 0.009 0.172
factor(worker_id)3:factor(category_id)12 100 0 0.002 0.092 -0.291 0.004 0.202
factor(worker_id)4:factor(category_id)12 100 0 0.010 0.088 -0.237 0.020 0.231
factor(worker_id)5:factor(category_id)12 100 0 -0.001 0.097 -0.213 0.006 0.233
factor(worker_id)6:factor(category_id)12 100 0 0.008 0.084 -0.199 0.010 0.207
factor(worker_id)7:factor(category_id)12 100 0 0.009 0.095 -0.229 0.023 0.249
factor(worker_id)8:factor(category_id)12 100 0 0.002 0.093 -0.213 0.000 0.220
factor(worker_id)9:factor(category_id)12 100 0 -0.003 0.090 -0.200 -0.002 0.226
factor(worker_id)10:factor(category_id)12 100 0 0.006 0.083 -0.181 0.004 0.208
factor(worker_id)2:factor(category_id)13 100 0 0.004 0.083 -0.276 0.000 0.162
factor(worker_id)3:factor(category_id)13 100 0 -0.006 0.082 -0.293 -0.003 0.189
factor(worker_id)4:factor(category_id)13 100 0 0.000 0.086 -0.204 -0.010 0.257
factor(worker_id)5:factor(category_id)13 100 0 -0.001 0.091 -0.236 0.002 0.169
factor(worker_id)6:factor(category_id)13 100 0 -0.002 0.081 -0.198 -0.001 0.228
factor(worker_id)7:factor(category_id)13 100 0 0.010 0.092 -0.270 0.012 0.204
factor(worker_id)8:factor(category_id)13 100 0 -0.003 0.083 -0.225 -0.007 0.253
factor(worker_id)9:factor(category_id)13 100 0 0.006 0.081 -0.189 -0.004 0.170
factor(worker_id)10:factor(category_id)13 100 0 0.002 0.081 -0.203 0.014 0.155
factor(worker_id)2:factor(category_id)14 100 0 0.012 0.089 -0.213 0.011 0.208
factor(worker_id)3:factor(category_id)14 100 0 0.003 0.100 -0.294 0.002 0.193
factor(worker_id)4:factor(category_id)14 100 0 0.004 0.084 -0.215 0.011 0.211
factor(worker_id)5:factor(category_id)14 100 0 0.005 0.102 -0.245 0.006 0.272
factor(worker_id)6:factor(category_id)14 100 0 0.000 0.096 -0.233 -0.001 0.244
factor(worker_id)7:factor(category_id)14 100 0 -0.007 0.089 -0.259 -0.013 0.189
factor(worker_id)8:factor(category_id)14 100 0 -0.002 0.091 -0.236 0.011 0.213
factor(worker_id)9:factor(category_id)14 100 0 0.000 0.090 -0.256 0.003 0.203
factor(worker_id)10:factor(category_id)14 100 0 0.003 0.090 -0.238 0.004 0.167
factor(worker_id)2:factor(category_id)15 100 0 -0.012 0.081 -0.208 -0.008 0.179
factor(worker_id)3:factor(category_id)15 100 0 -0.013 0.088 -0.293 -0.006 0.204
factor(worker_id)4:factor(category_id)15 100 0 -0.003 0.077 -0.218 -0.005 0.218
factor(worker_id)5:factor(category_id)15 100 0 -0.003 0.092 -0.243 0.002 0.280
factor(worker_id)6:factor(category_id)15 100 0 -0.004 0.103 -0.222 -0.009 0.245
factor(worker_id)7:factor(category_id)15 100 0 -0.001 0.082 -0.210 0.002 0.239
factor(worker_id)8:factor(category_id)15 100 0 -0.002 0.086 -0.198 0.003 0.192
factor(worker_id)9:factor(category_id)15 100 0 -0.012 0.090 -0.286 -0.011 0.209
factor(worker_id)10:factor(category_id)15 100 0 -0.018 0.082 -0.174 -0.010 0.250
factor(worker_id)2:factor(category_id)16 100 0 -0.003 0.091 -0.228 -0.010 0.184
factor(worker_id)3:factor(category_id)16 100 0 -0.012 0.086 -0.229 -0.022 0.201
factor(worker_id)4:factor(category_id)16 100 0 -0.011 0.087 -0.234 -0.013 0.186
factor(worker_id)5:factor(category_id)16 100 0 0.001 0.086 -0.197 0.009 0.239
factor(worker_id)6:factor(category_id)16 100 0 -0.011 0.092 -0.252 -0.007 0.227
factor(worker_id)7:factor(category_id)16 100 0 0.004 0.077 -0.170 0.000 0.175
factor(worker_id)8:factor(category_id)16 100 0 0.002 0.085 -0.221 0.007 0.183
factor(worker_id)9:factor(category_id)16 100 0 -0.010 0.084 -0.220 -0.013 0.173
factor(worker_id)10:factor(category_id)16 100 0 -0.006 0.092 -0.181 -0.010 0.254
factor(worker_id)2:factor(category_id)17 100 0 0.010 0.079 -0.209 0.019 0.169
factor(worker_id)3:factor(category_id)17 100 0 -0.003 0.081 -0.205 -0.008 0.193
factor(worker_id)4:factor(category_id)17 100 0 0.011 0.086 -0.162 0.016 0.203
factor(worker_id)5:factor(category_id)17 100 0 0.010 0.094 -0.216 0.013 0.263
factor(worker_id)6:factor(category_id)17 100 0 0.004 0.101 -0.206 0.001 0.242
factor(worker_id)7:factor(category_id)17 100 0 0.006 0.089 -0.225 0.007 0.259
factor(worker_id)8:factor(category_id)17 100 0 0.015 0.089 -0.184 0.020 0.182
factor(worker_id)9:factor(category_id)17 100 0 0.006 0.099 -0.256 0.001 0.323
factor(worker_id)10:factor(category_id)17 100 0 0.009 0.094 -0.201 0.004 0.253
factor(worker_id)2:factor(category_id)18 100 0 0.009 0.088 -0.201 0.015 0.259
factor(worker_id)3:factor(category_id)18 100 0 -0.005 0.102 -0.269 0.003 0.236
factor(worker_id)4:factor(category_id)18 100 0 0.003 0.082 -0.164 0.010 0.242
factor(worker_id)5:factor(category_id)18 100 0 0.001 0.096 -0.194 -0.015 0.354
factor(worker_id)6:factor(category_id)18 100 0 0.003 0.092 -0.218 0.015 0.279
factor(worker_id)7:factor(category_id)18 100 0 0.002 0.084 -0.367 0.001 0.189
factor(worker_id)8:factor(category_id)18 100 0 0.000 0.084 -0.197 -0.007 0.219
factor(worker_id)9:factor(category_id)18 100 0 -0.003 0.086 -0.255 0.002 0.164
factor(worker_id)10:factor(category_id)18 100 0 0.000 0.080 -0.157 0.003 0.159
factor(worker_id)2:factor(category_id)19 100 0 0.000 0.092 -0.218 0.007 0.244
factor(worker_id)3:factor(category_id)19 100 0 -0.008 0.102 -0.292 -0.016 0.248
factor(worker_id)4:factor(category_id)19 100 0 -0.007 0.087 -0.247 -0.020 0.219
factor(worker_id)5:factor(category_id)19 100 0 -0.006 0.095 -0.279 -0.016 0.218
factor(worker_id)6:factor(category_id)19 100 0 -0.007 0.098 -0.252 -0.004 0.250
factor(worker_id)7:factor(category_id)19 100 0 -0.012 0.098 -0.302 -0.006 0.206
factor(worker_id)8:factor(category_id)19 100 0 -0.008 0.088 -0.205 0.009 0.207
factor(worker_id)9:factor(category_id)19 100 0 -0.019 0.087 -0.305 -0.018 0.150
factor(worker_id)10:factor(category_id)19 100 0 -0.010 0.098 -0.228 -0.019 0.205
factor(worker_id)2:factor(category_id)20 100 0 0.002 0.086 -0.233 0.013 0.186
factor(worker_id)3:factor(category_id)20 100 0 -0.011 0.082 -0.212 -0.018 0.170
factor(worker_id)4:factor(category_id)20 100 0 -0.006 0.089 -0.205 -0.001 0.257
factor(worker_id)5:factor(category_id)20 100 0 -0.015 0.091 -0.240 -0.019 0.167
factor(worker_id)6:factor(category_id)20 100 0 -0.008 0.093 -0.227 -0.013 0.199
factor(worker_id)7:factor(category_id)20 100 0 0.002 0.093 -0.222 0.007 0.237
factor(worker_id)8:factor(category_id)20 100 0 0.000 0.087 -0.183 0.010 0.189
factor(worker_id)9:factor(category_id)20 100 0 -0.009 0.084 -0.309 -0.002 0.191
factor(worker_id)10:factor(category_id)20 100 0 -0.006 0.089 -0.196 -0.008 0.209

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(category_id)6 1
factor(category_id)7 1
factor(category_id)8 1
factor(category_id)9 1
factor(category_id)10 1
factor(category_id)11 1
factor(category_id)12 1
factor(category_id)13 1
factor(category_id)14 1
factor(category_id)15 1
factor(category_id)16 1
factor(category_id)17 1
factor(category_id)18 1
factor(category_id)19 1
factor(category_id)20 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 1
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)3:factor(category_id)3 1
factor(worker_id)4:factor(category_id)3 1
factor(worker_id)5:factor(category_id)3 1
factor(worker_id)6:factor(category_id)3 1
factor(worker_id)7:factor(category_id)3 0.92
factor(worker_id)8:factor(category_id)3 0
factor(worker_id)9:factor(category_id)3 0
factor(worker_id)10:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)6:factor(category_id)4 0
factor(worker_id)7:factor(category_id)4 1
factor(worker_id)8:factor(category_id)4 0
factor(worker_id)9:factor(category_id)4 0
factor(worker_id)10:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0.99
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)6:factor(category_id)5 0
factor(worker_id)7:factor(category_id)5 1
factor(worker_id)8:factor(category_id)5 0
factor(worker_id)9:factor(category_id)5 0
factor(worker_id)10:factor(category_id)5 0
factor(worker_id)2:factor(category_id)6 0
factor(worker_id)3:factor(category_id)6 0
factor(worker_id)4:factor(category_id)6 0
factor(worker_id)5:factor(category_id)6 0
factor(worker_id)6:factor(category_id)6 0
factor(worker_id)7:factor(category_id)6 0
factor(worker_id)8:factor(category_id)6 0
factor(worker_id)9:factor(category_id)6 0
factor(worker_id)10:factor(category_id)6 0
factor(worker_id)2:factor(category_id)7 1
factor(worker_id)3:factor(category_id)7 0
factor(worker_id)4:factor(category_id)7 0
factor(worker_id)5:factor(category_id)7 0
factor(worker_id)6:factor(category_id)7 0
factor(worker_id)7:factor(category_id)7 1
factor(worker_id)8:factor(category_id)7 0
factor(worker_id)9:factor(category_id)7 1
factor(worker_id)10:factor(category_id)7 1
factor(worker_id)2:factor(category_id)8 0.95
factor(worker_id)3:factor(category_id)8 0
factor(worker_id)4:factor(category_id)8 0
factor(worker_id)5:factor(category_id)8 0
factor(worker_id)6:factor(category_id)8 0
factor(worker_id)7:factor(category_id)8 1
factor(worker_id)8:factor(category_id)8 0
factor(worker_id)9:factor(category_id)8 0.27
factor(worker_id)10:factor(category_id)8 0
factor(worker_id)2:factor(category_id)9 0
factor(worker_id)3:factor(category_id)9 0
factor(worker_id)4:factor(category_id)9 0
factor(worker_id)5:factor(category_id)9 0
factor(worker_id)6:factor(category_id)9 0
factor(worker_id)7:factor(category_id)9 0
factor(worker_id)8:factor(category_id)9 0
factor(worker_id)9:factor(category_id)9 0
factor(worker_id)10:factor(category_id)9 0
factor(worker_id)2:factor(category_id)10 0.35
factor(worker_id)3:factor(category_id)10 0
factor(worker_id)4:factor(category_id)10 0
factor(worker_id)5:factor(category_id)10 0
factor(worker_id)6:factor(category_id)10 0
factor(worker_id)7:factor(category_id)10 0.99
factor(worker_id)8:factor(category_id)10 0
factor(worker_id)9:factor(category_id)10 0
factor(worker_id)10:factor(category_id)10 0
factor(worker_id)2:factor(category_id)11 0.85
factor(worker_id)3:factor(category_id)11 0
factor(worker_id)4:factor(category_id)11 0
factor(worker_id)5:factor(category_id)11 0
factor(worker_id)6:factor(category_id)11 0
factor(worker_id)7:factor(category_id)11 1
factor(worker_id)8:factor(category_id)11 0
factor(worker_id)9:factor(category_id)11 0
factor(worker_id)10:factor(category_id)11 0
factor(worker_id)2:factor(category_id)12 1
factor(worker_id)3:factor(category_id)12 1
factor(worker_id)4:factor(category_id)12 1
factor(worker_id)5:factor(category_id)12 0
factor(worker_id)6:factor(category_id)12 0
factor(worker_id)7:factor(category_id)12 0.93
factor(worker_id)8:factor(category_id)12 0
factor(worker_id)9:factor(category_id)12 0
factor(worker_id)10:factor(category_id)12 0
factor(worker_id)2:factor(category_id)13 1
factor(worker_id)3:factor(category_id)13 0
factor(worker_id)4:factor(category_id)13 0.02
factor(worker_id)5:factor(category_id)13 0
factor(worker_id)6:factor(category_id)13 0
factor(worker_id)7:factor(category_id)13 1
factor(worker_id)8:factor(category_id)13 0
factor(worker_id)9:factor(category_id)13 0
factor(worker_id)10:factor(category_id)13 0
factor(worker_id)2:factor(category_id)14 1
factor(worker_id)3:factor(category_id)14 0
factor(worker_id)4:factor(category_id)14 0
factor(worker_id)5:factor(category_id)14 0.42
factor(worker_id)6:factor(category_id)14 0
factor(worker_id)7:factor(category_id)14 1
factor(worker_id)8:factor(category_id)14 0
factor(worker_id)9:factor(category_id)14 0
factor(worker_id)10:factor(category_id)14 0
factor(worker_id)2:factor(category_id)15 1
factor(worker_id)3:factor(category_id)15 0
factor(worker_id)4:factor(category_id)15 0
factor(worker_id)5:factor(category_id)15 0.71
factor(worker_id)6:factor(category_id)15 0
factor(worker_id)7:factor(category_id)15 0
factor(worker_id)8:factor(category_id)15 0
factor(worker_id)9:factor(category_id)15 0
factor(worker_id)10:factor(category_id)15 0.41
factor(worker_id)2:factor(category_id)16 1
factor(worker_id)3:factor(category_id)16 0
factor(worker_id)4:factor(category_id)16 0.13
factor(worker_id)5:factor(category_id)16 0
factor(worker_id)6:factor(category_id)16 0
factor(worker_id)7:factor(category_id)16 1
factor(worker_id)8:factor(category_id)16 0
factor(worker_id)9:factor(category_id)16 0
factor(worker_id)10:factor(category_id)16 0
factor(worker_id)2:factor(category_id)17 1
factor(worker_id)3:factor(category_id)17 0
factor(worker_id)4:factor(category_id)17 0.99
factor(worker_id)5:factor(category_id)17 0.97
factor(worker_id)6:factor(category_id)17 0
factor(worker_id)7:factor(category_id)17 1
factor(worker_id)8:factor(category_id)17 0
factor(worker_id)9:factor(category_id)17 1
factor(worker_id)10:factor(category_id)17 0
factor(worker_id)2:factor(category_id)18 1
factor(worker_id)3:factor(category_id)18 0
factor(worker_id)4:factor(category_id)18 1
factor(worker_id)5:factor(category_id)18 0.12
factor(worker_id)6:factor(category_id)18 0
factor(worker_id)7:factor(category_id)18 1
factor(worker_id)8:factor(category_id)18 0
factor(worker_id)9:factor(category_id)18 0
factor(worker_id)10:factor(category_id)18 0
factor(worker_id)2:factor(category_id)19 1
factor(worker_id)3:factor(category_id)19 0
factor(worker_id)4:factor(category_id)19 1
factor(worker_id)5:factor(category_id)19 0
factor(worker_id)6:factor(category_id)19 0
factor(worker_id)7:factor(category_id)19 1
factor(worker_id)8:factor(category_id)19 0
factor(worker_id)9:factor(category_id)19 0
factor(worker_id)10:factor(category_id)19 0
factor(worker_id)2:factor(category_id)20 1
factor(worker_id)3:factor(category_id)20 1
factor(worker_id)4:factor(category_id)20 1
factor(worker_id)5:factor(category_id)20 1
factor(worker_id)6:factor(category_id)20 1
factor(worker_id)7:factor(category_id)20 1
factor(worker_id)8:factor(category_id)20 0
factor(worker_id)9:factor(category_id)20 1
factor(worker_id)10:factor(category_id)20 0

Significant match effect number = 52 out of 171

worker=20 category=2 data

num_process = 10, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.039 0.337 -0.666 0.041 0.800
factor(worker_id)2 100 0 -0.097 0.426 -1.293 -0.075 1.086
factor(worker_id)3 100 0 0.019 0.443 -0.962 0.026 1.331
factor(worker_id)4 100 0 -0.027 0.465 -1.167 -0.007 0.922
factor(worker_id)5 100 0 -0.102 0.482 -1.332 -0.160 1.037
factor(worker_id)6 100 0 -0.027 0.492 -1.374 -0.010 1.087
factor(worker_id)7 100 0 -0.057 0.457 -1.035 -0.056 0.901
factor(worker_id)8 100 0 -0.010 0.457 -0.981 -0.011 1.118
factor(worker_id)9 100 0 -0.040 0.505 -1.196 -0.076 1.385
factor(worker_id)10 100 0 -0.080 0.478 -1.124 -0.013 0.820
factor(worker_id)11 100 0 -0.041 0.427 -0.932 -0.005 1.224
factor(worker_id)12 100 0 -0.019 0.444 -1.054 -0.092 1.294
factor(worker_id)13 100 0 -0.047 0.498 -1.205 -0.069 1.255
factor(worker_id)14 100 0 -0.087 0.452 -1.254 -0.016 0.883
factor(worker_id)15 100 0 -0.072 0.475 -1.378 -0.173 1.135
factor(worker_id)16 100 0 -0.021 0.483 -0.988 -0.077 1.517
factor(worker_id)17 100 0 -0.019 0.515 -1.178 -0.060 0.942
factor(worker_id)18 100 0 -0.073 0.453 -1.097 -0.111 1.192
factor(worker_id)19 100 0 -0.054 0.497 -1.199 -0.050 1.172
factor(worker_id)20 100 0 -0.095 0.484 -1.639 -0.124 0.853
factor(category_id)2 100 0 -0.098 0.435 -0.891 -0.146 0.871
factor(worker_id)2:factor(category_id)2 100 0 0.168 0.609 -1.458 0.174 1.461
factor(worker_id)3:factor(category_id)2 100 0 0.022 0.524 -1.155 0.040 0.990
factor(worker_id)4:factor(category_id)2 100 0 0.096 0.644 -1.685 0.140 2.220
factor(worker_id)5:factor(category_id)2 100 0 0.217 0.645 -1.447 0.204 1.795
factor(worker_id)6:factor(category_id)2 100 0 0.029 0.665 -1.771 -0.013 1.531
factor(worker_id)7:factor(category_id)2 100 0 0.051 0.579 -1.808 0.087 1.268
factor(worker_id)8:factor(category_id)2 100 0 0.092 0.617 -1.281 0.051 1.388
factor(worker_id)9:factor(category_id)2 100 0 0.090 0.665 -1.282 0.044 1.906
factor(worker_id)10:factor(category_id)2 100 0 0.131 0.611 -1.248 0.095 2.006
factor(worker_id)11:factor(category_id)2 100 0 0.146 0.613 -1.136 0.198 1.623
factor(worker_id)12:factor(category_id)2 100 0 0.059 0.623 -1.665 0.079 1.405
factor(worker_id)13:factor(category_id)2 100 0 0.105 0.554 -1.346 0.060 1.135
factor(worker_id)14:factor(category_id)2 100 0 0.151 0.618 -1.486 0.182 1.756
factor(worker_id)15:factor(category_id)2 100 0 0.115 0.617 -1.508 0.153 1.303
factor(worker_id)16:factor(category_id)2 100 0 0.077 0.593 -1.854 0.038 1.323
factor(worker_id)17:factor(category_id)2 100 0 0.068 0.665 -1.699 0.116 1.729
factor(worker_id)18:factor(category_id)2 100 0 0.131 0.681 -2.038 0.112 2.338
factor(worker_id)19:factor(category_id)2 100 0 0.110 0.615 -1.348 0.086 1.389
factor(worker_id)20:factor(category_id)2 100 0 0.171 0.617 -1.335 0.226 1.537

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.71
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(category_id)2 0.67
factor(worker_id)2:factor(category_id)2 0.75
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0.14
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0.28
factor(worker_id)8:factor(category_id)2 0.22
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 0
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 0.05
factor(worker_id)15:factor(category_id)2 0
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 0.03
factor(worker_id)18:factor(category_id)2 0.86
factor(worker_id)19:factor(category_id)2 0.1
factor(worker_id)20:factor(category_id)2 0.07

Significant match effect number = 1 out of 19

num_process = 20, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.013 0.206 -0.591 0.003 0.554
factor(worker_id)2 100 0 -0.058 0.308 -0.727 -0.054 0.660
factor(worker_id)3 100 0 0.018 0.299 -0.809 0.057 0.675
factor(worker_id)4 100 0 0.000 0.277 -0.728 0.013 0.662
factor(worker_id)5 100 0 -0.014 0.289 -0.711 -0.044 0.929
factor(worker_id)6 100 0 -0.040 0.298 -1.117 -0.042 0.651
factor(worker_id)7 100 0 -0.021 0.279 -0.733 -0.031 0.637
factor(worker_id)8 100 0 -0.047 0.320 -0.961 -0.048 0.927
factor(worker_id)9 100 0 0.017 0.326 -0.859 0.066 0.930
factor(worker_id)10 100 0 -0.024 0.292 -0.692 -0.019 0.756
factor(worker_id)11 100 0 0.035 0.293 -0.788 0.047 0.769
factor(worker_id)12 100 0 -0.040 0.277 -0.561 -0.034 0.668
factor(worker_id)13 100 0 0.011 0.304 -0.609 0.013 0.926
factor(worker_id)14 100 0 -0.012 0.280 -0.695 -0.038 0.655
factor(worker_id)15 100 0 0.010 0.308 -0.755 -0.011 0.966
factor(worker_id)16 100 0 -0.006 0.283 -0.674 -0.031 0.744
factor(worker_id)17 100 0 0.002 0.309 -0.992 0.023 0.824
factor(worker_id)18 100 0 -0.058 0.319 -0.747 -0.075 0.862
factor(worker_id)19 100 0 0.026 0.348 -0.921 0.060 0.662
factor(worker_id)20 100 0 -0.053 0.301 -0.824 -0.083 0.662
factor(category_id)2 100 0 -0.010 0.301 -0.834 -0.021 0.736
factor(worker_id)2:factor(category_id)2 100 0 0.025 0.414 -1.155 0.051 1.139
factor(worker_id)3:factor(category_id)2 100 0 -0.015 0.425 -0.912 -0.035 1.109
factor(worker_id)4:factor(category_id)2 100 0 -0.003 0.427 -1.253 -0.048 1.021
factor(worker_id)5:factor(category_id)2 100 0 -0.016 0.445 -1.347 0.057 0.838
factor(worker_id)6:factor(category_id)2 100 0 0.021 0.428 -1.120 0.003 1.149
factor(worker_id)7:factor(category_id)2 100 0 0.027 0.406 -0.826 -0.011 0.900
factor(worker_id)8:factor(category_id)2 100 0 0.053 0.449 -1.011 0.039 1.228
factor(worker_id)9:factor(category_id)2 100 0 -0.073 0.429 -1.294 -0.082 1.050
factor(worker_id)10:factor(category_id)2 100 0 0.018 0.418 -1.313 0.047 1.171
factor(worker_id)11:factor(category_id)2 100 0 -0.054 0.433 -0.902 -0.099 0.809
factor(worker_id)12:factor(category_id)2 100 0 0.041 0.387 -0.856 0.078 0.916
factor(worker_id)13:factor(category_id)2 100 0 0.011 0.467 -1.197 -0.010 1.018
factor(worker_id)14:factor(category_id)2 100 0 -0.015 0.413 -1.316 -0.011 1.203
factor(worker_id)15:factor(category_id)2 100 0 -0.010 0.441 -1.079 -0.074 1.203
factor(worker_id)16:factor(category_id)2 100 0 -0.006 0.454 -1.053 -0.021 0.923
factor(worker_id)17:factor(category_id)2 100 0 0.003 0.443 -1.136 -0.022 1.195
factor(worker_id)18:factor(category_id)2 100 0 0.001 0.472 -1.216 0.021 1.020
factor(worker_id)19:factor(category_id)2 100 0 -0.070 0.458 -1.234 -0.044 0.986
factor(worker_id)20:factor(category_id)2 100 0 0.089 0.460 -0.980 0.085 1.125

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0.09
factor(worker_id)5:factor(category_id)2 0.29
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 0
factor(worker_id)13:factor(category_id)2 0.35
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 0.5
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 0.25

Significant match effect number = 0 out of 19

num_process = 30, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.015 0.192 -0.518 0.024 0.413
factor(worker_id)2 100 0 -0.017 0.257 -0.624 -0.056 0.549
factor(worker_id)3 100 0 -0.007 0.243 -0.568 -0.013 0.635
factor(worker_id)4 100 0 -0.006 0.323 -0.891 0.005 0.694
factor(worker_id)5 100 0 0.001 0.268 -0.602 -0.017 0.811
factor(worker_id)6 100 0 -0.037 0.244 -0.674 -0.068 0.472
factor(worker_id)7 100 0 -0.025 0.246 -0.642 -0.023 0.669
factor(worker_id)8 100 0 -0.006 0.276 -0.582 -0.002 0.532
factor(worker_id)9 100 0 -0.039 0.274 -0.768 -0.022 0.604
factor(worker_id)10 100 0 -0.019 0.280 -0.605 -0.023 0.539
factor(worker_id)11 100 0 -0.024 0.271 -0.615 -0.036 0.505
factor(worker_id)12 100 0 -0.006 0.222 -0.555 0.002 0.509
factor(worker_id)13 100 0 -0.009 0.267 -0.574 -0.036 0.542
factor(worker_id)14 100 0 0.013 0.265 -0.523 0.022 0.708
factor(worker_id)15 100 0 -0.035 0.262 -0.795 -0.067 0.677
factor(worker_id)16 100 0 -0.028 0.275 -0.594 -0.057 0.570
factor(worker_id)17 100 0 -0.028 0.286 -0.741 -0.040 0.803
factor(worker_id)18 100 0 -0.020 0.244 -0.536 -0.020 0.453
factor(worker_id)19 100 0 0.003 0.277 -0.648 -0.028 0.903
factor(worker_id)20 100 0 -0.034 0.279 -0.802 -0.014 0.572
factor(category_id)2 100 0 -0.016 0.254 -0.588 -0.036 0.551
factor(worker_id)2:factor(category_id)2 100 0 0.043 0.338 -0.694 0.064 0.950
factor(worker_id)3:factor(category_id)2 100 0 0.010 0.349 -0.732 0.003 0.894
factor(worker_id)4:factor(category_id)2 100 0 0.012 0.435 -1.249 0.059 1.143
factor(worker_id)5:factor(category_id)2 100 0 -0.001 0.368 -0.944 0.004 0.892
factor(worker_id)6:factor(category_id)2 100 0 0.021 0.372 -0.908 -0.012 0.971
factor(worker_id)7:factor(category_id)2 100 0 0.016 0.374 -0.966 0.067 0.912
factor(worker_id)8:factor(category_id)2 100 0 0.025 0.356 -0.791 0.080 0.787
factor(worker_id)9:factor(category_id)2 100 0 0.059 0.357 -0.869 0.069 0.741
factor(worker_id)10:factor(category_id)2 100 0 0.033 0.385 -0.875 0.066 1.047
factor(worker_id)11:factor(category_id)2 100 0 0.026 0.348 -0.957 0.093 0.739
factor(worker_id)12:factor(category_id)2 100 0 0.004 0.347 -0.819 0.032 0.792
factor(worker_id)13:factor(category_id)2 100 0 0.006 0.359 -0.965 -0.003 0.806
factor(worker_id)14:factor(category_id)2 100 0 -0.030 0.366 -0.913 0.030 0.713
factor(worker_id)15:factor(category_id)2 100 0 0.038 0.349 -0.708 0.058 1.098
factor(worker_id)16:factor(category_id)2 100 0 0.040 0.397 -0.980 0.035 1.056
factor(worker_id)17:factor(category_id)2 100 0 -0.003 0.381 -0.791 -0.031 0.935
factor(worker_id)18:factor(category_id)2 100 0 0.048 0.363 -0.796 0.060 0.787
factor(worker_id)19:factor(category_id)2 100 0 -0.007 0.356 -0.925 0.011 1.109
factor(worker_id)20:factor(category_id)2 100 0 0.055 0.354 -0.822 0.068 1.028

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0.01
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 1
factor(worker_id)11:factor(category_id)2 0.07
factor(worker_id)12:factor(category_id)2 0
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 0.04
factor(worker_id)15:factor(category_id)2 0.16
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 1
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 0

Significant match effect number = 2 out of 19

num_process = 40, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.012 0.159 -0.424 -0.001 0.457
factor(worker_id)2 100 0 -0.038 0.225 -0.613 -0.023 0.460
factor(worker_id)3 100 0 0.000 0.233 -0.612 0.025 0.620
factor(worker_id)4 100 0 -0.008 0.218 -0.548 -0.022 0.758
factor(worker_id)5 100 0 -0.035 0.206 -0.466 -0.019 0.397
factor(worker_id)6 100 0 -0.038 0.233 -0.593 -0.044 0.556
factor(worker_id)7 100 0 -0.041 0.230 -0.645 -0.030 0.528
factor(worker_id)8 100 0 -0.034 0.247 -0.492 -0.078 0.596
factor(worker_id)9 100 0 -0.024 0.239 -0.538 -0.017 0.531
factor(worker_id)10 100 0 -0.013 0.226 -0.626 -0.012 0.552
factor(worker_id)11 100 0 -0.004 0.217 -0.522 -0.020 0.435
factor(worker_id)12 100 0 0.005 0.228 -0.698 0.003 0.497
factor(worker_id)13 100 0 -0.006 0.219 -0.550 0.010 0.570
factor(worker_id)14 100 0 -0.010 0.226 -0.573 0.004 0.509
factor(worker_id)15 100 0 -0.041 0.227 -0.625 -0.015 0.508
factor(worker_id)16 100 0 -0.020 0.239 -0.568 -0.033 0.604
factor(worker_id)17 100 0 -0.014 0.211 -0.698 -0.009 0.442
factor(worker_id)18 100 0 -0.028 0.231 -0.629 -0.011 0.522
factor(worker_id)19 100 0 -0.021 0.223 -0.495 -0.035 0.474
factor(worker_id)20 100 0 0.014 0.191 -0.536 -0.002 0.546
factor(category_id)2 100 0 -0.019 0.221 -0.531 -0.004 0.754
factor(worker_id)2:factor(category_id)2 100 0 0.078 0.318 -0.594 0.057 0.954
factor(worker_id)3:factor(category_id)2 100 0 0.008 0.331 -1.129 0.017 1.025
factor(worker_id)4:factor(category_id)2 100 0 0.018 0.334 -1.039 0.025 0.920
factor(worker_id)5:factor(category_id)2 100 0 0.062 0.277 -0.607 0.063 0.875
factor(worker_id)6:factor(category_id)2 100 0 0.039 0.322 -0.904 0.009 0.810
factor(worker_id)7:factor(category_id)2 100 0 0.041 0.305 -0.669 0.027 0.822
factor(worker_id)8:factor(category_id)2 100 0 0.048 0.339 -0.839 0.080 0.825
factor(worker_id)9:factor(category_id)2 100 0 0.025 0.355 -0.912 -0.015 1.145
factor(worker_id)10:factor(category_id)2 100 0 0.035 0.329 -1.037 -0.002 0.993
factor(worker_id)11:factor(category_id)2 100 0 -0.017 0.319 -1.011 -0.022 0.609
factor(worker_id)12:factor(category_id)2 100 0 -0.022 0.328 -0.936 -0.023 0.979
factor(worker_id)13:factor(category_id)2 100 0 0.019 0.307 -0.727 0.051 0.749
factor(worker_id)14:factor(category_id)2 100 0 0.007 0.315 -0.965 -0.004 0.864
factor(worker_id)15:factor(category_id)2 100 0 0.044 0.323 -0.773 0.044 0.873
factor(worker_id)16:factor(category_id)2 100 0 0.035 0.332 -0.756 0.031 1.058
factor(worker_id)17:factor(category_id)2 100 0 0.011 0.324 -0.737 -0.012 1.094
factor(worker_id)18:factor(category_id)2 100 0 0.010 0.282 -0.919 -0.007 0.804
factor(worker_id)19:factor(category_id)2 100 0 0.050 0.278 -0.529 0.051 0.697
factor(worker_id)20:factor(category_id)2 100 0 -0.021 0.288 -0.756 -0.023 0.702

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 0.01
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0.46
factor(worker_id)6:factor(category_id)2 0.26
factor(worker_id)7:factor(category_id)2 1
factor(worker_id)8:factor(category_id)2 0.24
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 0
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 0
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0.08
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 0

Significant match effect number = 1 out of 19

num_process = 50, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.007 0.144 -0.370 0.015 0.296
factor(worker_id)2 100 0 -0.016 0.215 -0.669 -0.027 0.515
factor(worker_id)3 100 0 0.001 0.177 -0.484 -0.020 0.435
factor(worker_id)4 100 0 0.020 0.188 -0.509 0.040 0.405
factor(worker_id)5 100 0 -0.009 0.188 -0.498 -0.014 0.432
factor(worker_id)6 100 0 -0.007 0.202 -0.654 -0.020 0.548
factor(worker_id)7 100 0 -0.009 0.182 -0.360 -0.015 0.591
factor(worker_id)8 100 0 0.004 0.229 -0.536 -0.027 0.589
factor(worker_id)9 100 0 -0.005 0.223 -0.539 -0.041 0.685
factor(worker_id)10 100 0 0.016 0.198 -0.366 0.020 0.462
factor(worker_id)11 100 0 -0.019 0.186 -0.534 -0.031 0.434
factor(worker_id)12 100 0 -0.009 0.207 -0.578 -0.006 0.585
factor(worker_id)13 100 0 -0.003 0.197 -0.451 -0.012 0.549
factor(worker_id)14 100 0 -0.009 0.199 -0.599 -0.004 0.498
factor(worker_id)15 100 0 -0.008 0.182 -0.389 -0.026 0.490
factor(worker_id)16 100 0 -0.002 0.201 -0.465 -0.018 0.586
factor(worker_id)17 100 0 0.021 0.197 -0.596 0.024 0.556
factor(worker_id)18 100 0 -0.012 0.192 -0.426 -0.009 0.545
factor(worker_id)19 100 0 0.000 0.214 -0.530 0.011 0.495
factor(worker_id)20 100 0 -0.009 0.199 -0.468 -0.022 0.467
factor(category_id)2 100 0 -0.013 0.202 -0.483 -0.023 0.548
factor(worker_id)2:factor(category_id)2 100 0 0.027 0.316 -0.966 0.019 0.635
factor(worker_id)3:factor(category_id)2 100 0 -0.007 0.271 -0.860 0.012 0.718
factor(worker_id)4:factor(category_id)2 100 0 -0.016 0.284 -0.841 0.029 0.534
factor(worker_id)5:factor(category_id)2 100 0 0.010 0.276 -0.580 0.007 0.685
factor(worker_id)6:factor(category_id)2 100 0 0.036 0.297 -0.864 0.056 0.661
factor(worker_id)7:factor(category_id)2 100 0 0.029 0.275 -0.766 0.046 0.556
factor(worker_id)8:factor(category_id)2 100 0 0.000 0.315 -0.863 0.008 0.595
factor(worker_id)9:factor(category_id)2 100 0 -0.009 0.305 -0.984 0.001 0.846
factor(worker_id)10:factor(category_id)2 100 0 -0.010 0.250 -0.692 -0.011 0.730
factor(worker_id)11:factor(category_id)2 100 0 0.047 0.302 -0.787 0.063 0.749
factor(worker_id)12:factor(category_id)2 100 0 0.025 0.303 -1.029 0.078 0.714
factor(worker_id)13:factor(category_id)2 100 0 -0.009 0.283 -0.744 -0.017 0.838
factor(worker_id)14:factor(category_id)2 100 0 0.011 0.274 -0.948 0.018 0.694
factor(worker_id)15:factor(category_id)2 100 0 0.015 0.263 -0.580 -0.026 0.668
factor(worker_id)16:factor(category_id)2 100 0 -0.005 0.296 -0.905 -0.013 0.679
factor(worker_id)17:factor(category_id)2 100 0 -0.012 0.278 -0.845 -0.007 0.973
factor(worker_id)18:factor(category_id)2 100 0 0.036 0.285 -0.635 0.030 0.703
factor(worker_id)19:factor(category_id)2 100 0 0.013 0.292 -0.807 0.032 0.583
factor(worker_id)20:factor(category_id)2 100 0 0.000 0.273 -0.717 -0.006 0.608

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 0
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 0
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 0

Significant match effect number = 0 out of 19

num_process = 100, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.003 0.091 -0.209 -0.002 0.207
factor(worker_id)2 100 0 0.010 0.138 -0.334 0.008 0.396
factor(worker_id)3 100 0 0.023 0.140 -0.333 0.020 0.380
factor(worker_id)4 100 0 0.002 0.137 -0.384 -0.001 0.321
factor(worker_id)5 100 0 0.015 0.152 -0.313 -0.016 0.392
factor(worker_id)6 100 0 0.024 0.124 -0.377 0.030 0.340
factor(worker_id)7 100 0 0.005 0.139 -0.280 -0.009 0.341
factor(worker_id)8 100 0 -0.014 0.130 -0.413 -0.021 0.431
factor(worker_id)9 100 0 0.009 0.140 -0.328 0.014 0.407
factor(worker_id)10 100 0 0.005 0.143 -0.342 0.007 0.301
factor(worker_id)11 100 0 0.007 0.132 -0.303 0.005 0.381
factor(worker_id)12 100 0 0.006 0.137 -0.387 0.006 0.285
factor(worker_id)13 100 0 0.005 0.133 -0.385 0.011 0.278
factor(worker_id)14 100 0 0.015 0.131 -0.343 0.018 0.344
factor(worker_id)15 100 0 0.013 0.139 -0.456 -0.003 0.317
factor(worker_id)16 100 0 -0.006 0.125 -0.395 -0.015 0.461
factor(worker_id)17 100 0 0.012 0.139 -0.389 0.015 0.281
factor(worker_id)18 100 0 0.011 0.114 -0.283 0.008 0.387
factor(worker_id)19 100 0 -0.014 0.133 -0.325 -0.018 0.377
factor(worker_id)20 100 0 0.013 0.124 -0.286 0.027 0.322
factor(category_id)2 100 0 0.006 0.130 -0.454 0.011 0.418
factor(worker_id)2:factor(category_id)2 100 0 -0.016 0.203 -0.436 -0.030 0.559
factor(worker_id)3:factor(category_id)2 100 0 -0.030 0.204 -0.598 -0.013 0.522
factor(worker_id)4:factor(category_id)2 100 0 -0.005 0.195 -0.762 -0.036 0.715
factor(worker_id)5:factor(category_id)2 100 0 -0.017 0.193 -0.422 -0.028 0.555
factor(worker_id)6:factor(category_id)2 100 0 -0.031 0.198 -0.608 -0.010 0.371
factor(worker_id)7:factor(category_id)2 100 0 -0.005 0.181 -0.493 0.003 0.465
factor(worker_id)8:factor(category_id)2 100 0 0.021 0.200 -0.556 0.012 0.521
factor(worker_id)9:factor(category_id)2 100 0 -0.009 0.193 -0.666 -0.007 0.543
factor(worker_id)10:factor(category_id)2 100 0 -0.001 0.207 -0.494 0.006 0.575
factor(worker_id)11:factor(category_id)2 100 0 -0.020 0.196 -0.464 -0.042 0.400
factor(worker_id)12:factor(category_id)2 100 0 -0.011 0.190 -0.436 0.023 0.415
factor(worker_id)13:factor(category_id)2 100 0 0.005 0.192 -0.475 0.012 0.477
factor(worker_id)14:factor(category_id)2 100 0 -0.006 0.183 -0.389 -0.026 0.573
factor(worker_id)15:factor(category_id)2 100 0 -0.013 0.192 -0.414 -0.042 0.630
factor(worker_id)16:factor(category_id)2 100 0 -0.007 0.168 -0.418 0.013 0.368
factor(worker_id)17:factor(category_id)2 100 0 -0.017 0.194 -0.500 -0.016 0.594
factor(worker_id)18:factor(category_id)2 100 0 -0.014 0.175 -0.498 0.010 0.614
factor(worker_id)19:factor(category_id)2 100 0 0.008 0.195 -0.474 0.010 0.564
factor(worker_id)20:factor(category_id)2 100 0 -0.015 0.162 -0.357 0.007 0.555

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0.97
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 0
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 0.01
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 0.11

Significant match effect number = 1 out of 19

num_process = 500, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.003 0.046 -0.109 -0.001 0.155
factor(worker_id)2 100 0 -0.003 0.066 -0.213 -0.002 0.164
factor(worker_id)3 100 0 -0.004 0.065 -0.180 -0.011 0.172
factor(worker_id)4 100 0 -0.004 0.059 -0.185 -0.003 0.169
factor(worker_id)5 100 0 -0.006 0.067 -0.173 -0.008 0.178
factor(worker_id)6 100 0 -0.004 0.068 -0.156 -0.008 0.156
factor(worker_id)7 100 0 -0.001 0.061 -0.194 -0.005 0.140
factor(worker_id)8 100 0 -0.001 0.068 -0.160 -0.004 0.167
factor(worker_id)9 100 0 -0.001 0.066 -0.183 -0.006 0.169
factor(worker_id)10 100 0 -0.002 0.068 -0.186 0.000 0.159
factor(worker_id)11 100 0 0.011 0.060 -0.177 0.014 0.155
factor(worker_id)12 100 0 -0.002 0.056 -0.151 -0.004 0.134
factor(worker_id)13 100 0 -0.001 0.062 -0.122 -0.005 0.137
factor(worker_id)14 100 0 -0.012 0.069 -0.182 -0.013 0.151
factor(worker_id)15 100 0 -0.007 0.065 -0.187 -0.007 0.141
factor(worker_id)16 100 0 0.000 0.062 -0.197 -0.006 0.177
factor(worker_id)17 100 0 -0.007 0.066 -0.170 0.000 0.139
factor(worker_id)18 100 0 -0.004 0.064 -0.186 0.001 0.166
factor(worker_id)19 100 0 -0.009 0.063 -0.162 -0.015 0.142
factor(worker_id)20 100 0 -0.004 0.069 -0.159 -0.005 0.173
factor(category_id)2 100 0 -0.003 0.054 -0.147 0.001 0.127
factor(worker_id)2:factor(category_id)2 100 0 0.004 0.091 -0.257 0.008 0.198
factor(worker_id)3:factor(category_id)2 100 0 0.007 0.086 -0.181 0.010 0.252
factor(worker_id)4:factor(category_id)2 100 0 0.005 0.076 -0.175 0.006 0.172
factor(worker_id)5:factor(category_id)2 100 0 0.000 0.091 -0.294 -0.004 0.245
factor(worker_id)6:factor(category_id)2 100 0 0.009 0.088 -0.213 0.014 0.192
factor(worker_id)7:factor(category_id)2 100 0 0.001 0.081 -0.195 0.000 0.190
factor(worker_id)8:factor(category_id)2 100 0 0.000 0.085 -0.222 0.004 0.198
factor(worker_id)9:factor(category_id)2 100 0 -0.005 0.076 -0.199 -0.006 0.184
factor(worker_id)10:factor(category_id)2 100 0 0.010 0.077 -0.159 0.001 0.211
factor(worker_id)11:factor(category_id)2 100 0 -0.017 0.087 -0.266 -0.029 0.196
factor(worker_id)12:factor(category_id)2 100 0 0.004 0.080 -0.225 0.013 0.248
factor(worker_id)13:factor(category_id)2 100 0 -0.002 0.082 -0.162 0.005 0.166
factor(worker_id)14:factor(category_id)2 100 0 0.008 0.097 -0.252 0.004 0.294
factor(worker_id)15:factor(category_id)2 100 0 0.001 0.087 -0.204 0.006 0.260
factor(worker_id)16:factor(category_id)2 100 0 0.005 0.078 -0.247 0.000 0.175
factor(worker_id)17:factor(category_id)2 100 0 0.009 0.088 -0.218 0.005 0.270
factor(worker_id)18:factor(category_id)2 100 0 0.004 0.081 -0.249 0.005 0.182
factor(worker_id)19:factor(category_id)2 100 0 0.016 0.075 -0.171 0.021 0.160
factor(worker_id)20:factor(category_id)2 100 0 0.012 0.084 -0.197 0.007 0.192

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(worker_id)3 0.23
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 1
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 1
factor(worker_id)13:factor(category_id)2 0.62
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 0
factor(worker_id)16:factor(category_id)2 1
factor(worker_id)17:factor(category_id)2 0.13
factor(worker_id)18:factor(category_id)2 1
factor(worker_id)19:factor(category_id)2 0.65
factor(worker_id)20:factor(category_id)2 0

Significant match effect number = 6 out of 19

worker=20 category=5 data

num_process = 10, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.037 0.299 -0.857 -0.012 0.623
factor(worker_id)2 100 0 0.051 0.434 -0.898 0.024 1.242
factor(worker_id)3 100 0 0.031 0.453 -0.839 -0.001 1.238
factor(worker_id)4 100 0 -0.037 0.392 -1.096 -0.008 0.962
factor(worker_id)5 100 0 0.021 0.445 -0.862 -0.002 0.917
factor(worker_id)6 100 0 0.048 0.411 -0.863 0.031 1.053
factor(worker_id)7 100 0 0.017 0.439 -1.408 0.017 1.302
factor(worker_id)8 100 0 -0.016 0.478 -1.168 0.039 1.624
factor(worker_id)9 100 0 -0.003 0.449 -1.080 0.022 1.263
factor(worker_id)10 100 0 0.063 0.467 -1.151 0.043 1.238
factor(worker_id)11 100 0 0.064 0.426 -0.778 0.054 1.302
factor(worker_id)12 100 0 0.004 0.414 -1.065 -0.002 1.128
factor(worker_id)13 100 0 0.084 0.449 -0.942 0.080 1.173
factor(worker_id)14 100 0 0.090 0.413 -0.796 0.102 1.399
factor(worker_id)15 100 0 0.037 0.428 -0.889 -0.015 1.285
factor(worker_id)16 100 0 -0.001 0.425 -0.882 -0.031 1.174
factor(worker_id)17 100 0 -0.007 0.441 -1.221 -0.035 1.320
factor(worker_id)18 100 0 0.053 0.439 -0.837 0.032 1.605
factor(worker_id)19 100 0 0.057 0.419 -0.836 0.039 1.143
factor(worker_id)20 100 0 0.035 0.410 -1.457 0.038 1.361
factor(category_id)2 100 0 0.069 0.447 -0.796 0.027 1.469
factor(category_id)3 100 0 0.067 0.446 -1.331 0.073 1.088
factor(category_id)4 100 0 0.054 0.455 -0.928 0.037 1.244
factor(category_id)5 100 0 0.003 0.452 -1.198 -0.010 1.266
factor(worker_id)2:factor(category_id)2 100 0 -0.110 0.626 -2.147 -0.009 1.300
factor(worker_id)3:factor(category_id)2 100 0 -0.060 0.725 -2.146 0.076 1.350
factor(worker_id)4:factor(category_id)2 100 0 0.003 0.603 -1.552 0.045 1.641
factor(worker_id)5:factor(category_id)2 100 0 -0.037 0.640 -1.689 -0.017 1.489
factor(worker_id)6:factor(category_id)2 100 0 -0.119 0.608 -2.117 -0.108 1.355
factor(worker_id)7:factor(category_id)2 100 0 -0.062 0.626 -1.850 -0.031 1.903
factor(worker_id)8:factor(category_id)2 100 0 -0.004 0.672 -1.959 -0.018 2.006
factor(worker_id)9:factor(category_id)2 100 0 -0.077 0.693 -1.705 -0.087 1.473
factor(worker_id)10:factor(category_id)2 100 0 -0.094 0.655 -1.931 -0.133 1.385
factor(worker_id)11:factor(category_id)2 100 0 -0.101 0.620 -1.681 -0.136 1.222
factor(worker_id)12:factor(category_id)2 100 0 -0.032 0.624 -1.622 -0.097 1.538
factor(worker_id)13:factor(category_id)2 100 0 -0.110 0.604 -1.823 -0.069 1.132
factor(worker_id)14:factor(category_id)2 100 0 -0.119 0.684 -2.479 -0.104 1.326
factor(worker_id)15:factor(category_id)2 100 0 -0.077 0.646 -2.032 -0.028 1.377
factor(worker_id)16:factor(category_id)2 100 0 -0.022 0.607 -1.656 0.046 1.201
factor(worker_id)17:factor(category_id)2 100 0 -0.101 0.627 -2.015 -0.065 1.381
factor(worker_id)18:factor(category_id)2 100 0 -0.113 0.681 -2.963 -0.124 1.283
factor(worker_id)19:factor(category_id)2 100 0 -0.119 0.628 -1.515 -0.123 1.757
factor(worker_id)20:factor(category_id)2 100 0 -0.110 0.550 -1.596 -0.103 1.541
factor(worker_id)2:factor(category_id)3 100 0 -0.135 0.647 -1.717 -0.102 1.365
factor(worker_id)3:factor(category_id)3 100 0 -0.094 0.642 -1.453 -0.106 1.698
factor(worker_id)4:factor(category_id)3 100 0 0.010 0.605 -1.494 -0.019 1.326
factor(worker_id)5:factor(category_id)3 100 0 -0.057 0.569 -1.395 -0.008 1.541
factor(worker_id)6:factor(category_id)3 100 0 -0.081 0.607 -1.224 -0.103 1.368
factor(worker_id)7:factor(category_id)3 100 0 -0.103 0.675 -1.468 -0.134 1.746
factor(worker_id)8:factor(category_id)3 100 0 -0.094 0.633 -2.357 -0.105 1.808
factor(worker_id)9:factor(category_id)3 100 0 -0.040 0.666 -1.614 0.001 1.687
factor(worker_id)10:factor(category_id)3 100 0 -0.044 0.672 -1.591 -0.082 1.727
factor(worker_id)11:factor(category_id)3 100 0 -0.048 0.658 -1.666 -0.007 1.624
factor(worker_id)12:factor(category_id)3 100 0 -0.049 0.646 -1.487 -0.128 1.698
factor(worker_id)13:factor(category_id)3 100 0 -0.106 0.618 -1.392 -0.142 1.480
factor(worker_id)14:factor(category_id)3 100 0 -0.082 0.635 -1.777 -0.055 1.780
factor(worker_id)15:factor(category_id)3 100 0 -0.050 0.582 -1.448 -0.104 1.625
factor(worker_id)16:factor(category_id)3 100 0 -0.033 0.604 -1.284 -0.055 1.436
factor(worker_id)17:factor(category_id)3 100 0 -0.104 0.693 -2.373 -0.172 1.558
factor(worker_id)18:factor(category_id)3 100 0 -0.133 0.744 -1.657 -0.166 2.084
factor(worker_id)19:factor(category_id)3 100 0 -0.104 0.679 -1.751 -0.099 1.666
factor(worker_id)20:factor(category_id)3 100 0 -0.065 0.595 -1.500 -0.084 1.655
factor(worker_id)2:factor(category_id)4 100 0 -0.084 0.696 -1.834 -0.069 1.734
factor(worker_id)3:factor(category_id)4 100 0 -0.047 0.631 -1.563 -0.096 1.652
factor(worker_id)4:factor(category_id)4 100 0 0.024 0.639 -1.400 0.084 1.766
factor(worker_id)5:factor(category_id)4 100 0 -0.091 0.614 -1.683 -0.113 1.332
factor(worker_id)6:factor(category_id)4 100 0 -0.126 0.615 -1.603 -0.137 1.619
factor(worker_id)7:factor(category_id)4 100 0 -0.015 0.648 -1.401 0.015 1.653
factor(worker_id)8:factor(category_id)4 100 0 0.053 0.773 -2.291 0.059 1.689
factor(worker_id)9:factor(category_id)4 100 0 -0.046 0.597 -1.325 -0.060 1.966
factor(worker_id)10:factor(category_id)4 100 0 -0.096 0.613 -1.431 -0.135 1.289
factor(worker_id)11:factor(category_id)4 100 0 -0.050 0.578 -1.627 -0.043 1.389
factor(worker_id)12:factor(category_id)4 100 0 0.006 0.542 -1.156 0.039 1.763
factor(worker_id)13:factor(category_id)4 100 0 -0.099 0.659 -1.784 -0.038 1.536
factor(worker_id)14:factor(category_id)4 100 0 -0.055 0.592 -1.345 -0.008 1.709
factor(worker_id)15:factor(category_id)4 100 0 -0.040 0.704 -2.195 0.126 1.535
factor(worker_id)16:factor(category_id)4 100 0 -0.010 0.604 -1.899 0.050 1.235
factor(worker_id)17:factor(category_id)4 100 0 0.028 0.619 -1.242 -0.020 1.501
factor(worker_id)18:factor(category_id)4 100 0 -0.053 0.658 -1.550 -0.081 1.519
factor(worker_id)19:factor(category_id)4 100 0 -0.134 0.637 -1.516 -0.165 1.232
factor(worker_id)20:factor(category_id)4 100 0 -0.037 0.623 -1.752 -0.079 1.498
factor(worker_id)2:factor(category_id)5 100 0 -0.036 0.622 -1.298 -0.045 1.577
factor(worker_id)3:factor(category_id)5 100 0 -0.002 0.629 -1.666 0.003 1.402
factor(worker_id)4:factor(category_id)5 100 0 -0.015 0.579 -1.653 -0.068 1.304
factor(worker_id)5:factor(category_id)5 100 0 0.052 0.654 -2.084 0.060 1.780
factor(worker_id)6:factor(category_id)5 100 0 -0.097 0.558 -1.333 -0.128 1.129
factor(worker_id)7:factor(category_id)5 100 0 -0.015 0.624 -1.504 0.018 1.465
factor(worker_id)8:factor(category_id)5 100 0 0.027 0.584 -1.908 -0.017 1.528
factor(worker_id)9:factor(category_id)5 100 0 0.048 0.680 -2.105 0.106 1.707
factor(worker_id)10:factor(category_id)5 100 0 -0.015 0.609 -1.403 0.051 1.585
factor(worker_id)11:factor(category_id)5 100 0 0.041 0.615 -1.501 0.080 1.363
factor(worker_id)12:factor(category_id)5 100 0 0.029 0.665 -1.794 0.138 1.691
factor(worker_id)13:factor(category_id)5 100 0 -0.062 0.624 -1.476 -0.083 1.441
factor(worker_id)14:factor(category_id)5 100 0 -0.073 0.613 -1.724 -0.005 1.661
factor(worker_id)15:factor(category_id)5 100 0 -0.013 0.719 -1.695 -0.076 1.522
factor(worker_id)16:factor(category_id)5 100 0 0.064 0.645 -1.200 0.071 1.982
factor(worker_id)17:factor(category_id)5 100 0 0.026 0.593 -1.608 0.066 1.308
factor(worker_id)18:factor(category_id)5 100 0 0.006 0.662 -2.165 -0.001 1.828
factor(worker_id)19:factor(category_id)5 100 0 -0.002 0.592 -1.773 -0.048 1.447
factor(worker_id)20:factor(category_id)5 100 0 -0.041 0.675 -2.262 -0.019 2.117

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(worker_id)3 0.7
factor(worker_id)4 0.61
factor(worker_id)5 0.13
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(category_id)2 0
factor(category_id)3 0.41
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0.94
factor(worker_id)3:factor(category_id)2 0.82
factor(worker_id)4:factor(category_id)2 0.62
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)6:factor(category_id)2 0.99
factor(worker_id)7:factor(category_id)2 0.95
factor(worker_id)8:factor(category_id)2 1
factor(worker_id)9:factor(category_id)2 0.33
factor(worker_id)10:factor(category_id)2 0.76
factor(worker_id)11:factor(category_id)2 0.99
factor(worker_id)12:factor(category_id)2 0.96
factor(worker_id)13:factor(category_id)2 0.59
factor(worker_id)14:factor(category_id)2 0.32
factor(worker_id)15:factor(category_id)2 0.99
factor(worker_id)16:factor(category_id)2 1
factor(worker_id)17:factor(category_id)2 0.78
factor(worker_id)18:factor(category_id)2 0.99
factor(worker_id)19:factor(category_id)2 1
factor(worker_id)20:factor(category_id)2 0.28
factor(worker_id)2:factor(category_id)3 0.73
factor(worker_id)3:factor(category_id)3 0.86
factor(worker_id)4:factor(category_id)3 0.98
factor(worker_id)5:factor(category_id)3 1
factor(worker_id)6:factor(category_id)3 0.06
factor(worker_id)7:factor(category_id)3 0.91
factor(worker_id)8:factor(category_id)3 1
factor(worker_id)9:factor(category_id)3 0.37
factor(worker_id)10:factor(category_id)3 0.22
factor(worker_id)11:factor(category_id)3 0.02
factor(worker_id)12:factor(category_id)3 0.58
factor(worker_id)13:factor(category_id)3 0.93
factor(worker_id)14:factor(category_id)3 0.02
factor(worker_id)15:factor(category_id)3 0.92
factor(worker_id)16:factor(category_id)3 1
factor(worker_id)17:factor(category_id)3 0
factor(worker_id)18:factor(category_id)3 0.93
factor(worker_id)19:factor(category_id)3 1
factor(worker_id)20:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)3:factor(category_id)4 0.53
factor(worker_id)4:factor(category_id)4 0.08
factor(worker_id)5:factor(category_id)4 0.36
factor(worker_id)6:factor(category_id)4 0.02
factor(worker_id)7:factor(category_id)4 0.94
factor(worker_id)8:factor(category_id)4 0.83
factor(worker_id)9:factor(category_id)4 0
factor(worker_id)10:factor(category_id)4 0
factor(worker_id)11:factor(category_id)4 0.77
factor(worker_id)12:factor(category_id)4 0.96
factor(worker_id)13:factor(category_id)4 0.74
factor(worker_id)14:factor(category_id)4 0.79
factor(worker_id)15:factor(category_id)4 0.38
factor(worker_id)16:factor(category_id)4 0.56
factor(worker_id)17:factor(category_id)4 0.14
factor(worker_id)18:factor(category_id)4 0.13
factor(worker_id)19:factor(category_id)4 1
factor(worker_id)20:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0.8
factor(worker_id)3:factor(category_id)5 0.06
factor(worker_id)4:factor(category_id)5 0.99
factor(worker_id)5:factor(category_id)5 0.41
factor(worker_id)6:factor(category_id)5 1
factor(worker_id)7:factor(category_id)5 0.58
factor(worker_id)8:factor(category_id)5 0.99
factor(worker_id)9:factor(category_id)5 0
factor(worker_id)10:factor(category_id)5 0.74
factor(worker_id)11:factor(category_id)5 0.88
factor(worker_id)12:factor(category_id)5 0.92
factor(worker_id)13:factor(category_id)5 0.9
factor(worker_id)14:factor(category_id)5 0.01
factor(worker_id)15:factor(category_id)5 0.42
factor(worker_id)16:factor(category_id)5 1
factor(worker_id)17:factor(category_id)5 0.23
factor(worker_id)18:factor(category_id)5 0
factor(worker_id)19:factor(category_id)5 0.98
factor(worker_id)20:factor(category_id)5 0.73

Significant match effect number = 35 out of 76

num_process = 20, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.014 0.219 -0.576 -0.043 0.535
factor(worker_id)2 100 0 -0.007 0.330 -0.820 -0.022 0.705
factor(worker_id)3 100 0 0.030 0.318 -0.796 0.010 0.775
factor(worker_id)4 100 0 -0.022 0.315 -0.893 -0.024 1.002
factor(worker_id)5 100 0 0.061 0.335 -0.698 0.068 1.012
factor(worker_id)6 100 0 0.031 0.320 -0.708 0.031 0.920
factor(worker_id)7 100 0 0.043 0.313 -0.623 0.033 0.809
factor(worker_id)8 100 0 0.046 0.313 -0.879 0.058 0.774
factor(worker_id)9 100 0 -0.010 0.321 -0.959 0.032 0.742
factor(worker_id)10 100 0 0.001 0.318 -0.681 -0.028 0.930
factor(worker_id)11 100 0 0.056 0.339 -0.833 0.041 0.879
factor(worker_id)12 100 0 0.012 0.346 -0.800 0.042 0.972
factor(worker_id)13 100 0 -0.023 0.300 -0.734 -0.041 0.870
factor(worker_id)14 100 0 0.053 0.312 -0.714 0.060 0.765
factor(worker_id)15 100 0 0.000 0.305 -0.831 0.031 0.772
factor(worker_id)16 100 0 0.028 0.312 -0.967 0.016 0.764
factor(worker_id)17 100 0 0.039 0.308 -0.789 0.083 0.885
factor(worker_id)18 100 0 0.011 0.319 -0.902 -0.001 0.784
factor(worker_id)19 100 0 0.027 0.310 -0.850 -0.021 0.699
factor(worker_id)20 100 0 0.029 0.297 -0.698 0.051 0.677
factor(category_id)2 100 0 -0.015 0.281 -0.644 -0.043 0.708
factor(category_id)3 100 0 0.040 0.344 -1.224 0.044 0.874
factor(category_id)4 100 0 0.022 0.334 -0.693 0.040 0.850
factor(category_id)5 100 0 0.018 0.287 -0.510 0.003 0.737
factor(worker_id)2:factor(category_id)2 100 0 0.053 0.440 -0.899 0.090 1.333
factor(worker_id)3:factor(category_id)2 100 0 0.018 0.387 -1.199 0.026 1.021
factor(worker_id)4:factor(category_id)2 100 0 0.066 0.403 -0.963 0.092 0.927
factor(worker_id)5:factor(category_id)2 100 0 -0.062 0.481 -1.088 -0.080 1.027
factor(worker_id)6:factor(category_id)2 100 0 -0.010 0.414 -1.130 -0.042 0.963
factor(worker_id)7:factor(category_id)2 100 0 -0.004 0.371 -0.769 0.009 0.872
factor(worker_id)8:factor(category_id)2 100 0 0.012 0.418 -1.079 0.021 1.194
factor(worker_id)9:factor(category_id)2 100 0 0.020 0.413 -0.938 0.009 1.190
factor(worker_id)10:factor(category_id)2 100 0 -0.019 0.452 -1.275 0.002 0.910
factor(worker_id)11:factor(category_id)2 100 0 -0.010 0.432 -1.126 0.031 1.119
factor(worker_id)12:factor(category_id)2 100 0 0.003 0.458 -1.000 -0.042 1.224
factor(worker_id)13:factor(category_id)2 100 0 0.072 0.414 -1.129 0.097 0.992
factor(worker_id)14:factor(category_id)2 100 0 0.001 0.407 -1.164 0.000 0.979
factor(worker_id)15:factor(category_id)2 100 0 0.057 0.379 -0.816 0.056 0.864
factor(worker_id)16:factor(category_id)2 100 0 -0.004 0.404 -0.793 0.002 1.099
factor(worker_id)17:factor(category_id)2 100 0 -0.014 0.443 -1.104 0.021 1.222
factor(worker_id)18:factor(category_id)2 100 0 0.010 0.475 -0.904 0.027 1.685
factor(worker_id)19:factor(category_id)2 100 0 0.001 0.441 -0.907 -0.005 1.125
factor(worker_id)20:factor(category_id)2 100 0 0.008 0.408 -1.239 -0.012 0.957
factor(worker_id)2:factor(category_id)3 100 0 -0.033 0.496 -1.119 -0.012 1.563
factor(worker_id)3:factor(category_id)3 100 0 -0.027 0.455 -1.230 -0.033 0.829
factor(worker_id)4:factor(category_id)3 100 0 0.025 0.488 -1.343 -0.006 1.228
factor(worker_id)5:factor(category_id)3 100 0 -0.125 0.485 -1.263 -0.109 1.236
factor(worker_id)6:factor(category_id)3 100 0 -0.038 0.448 -1.520 -0.069 1.199
factor(worker_id)7:factor(category_id)3 100 0 -0.063 0.483 -1.555 -0.014 1.361
factor(worker_id)8:factor(category_id)3 100 0 -0.044 0.431 -1.140 -0.022 1.101
factor(worker_id)9:factor(category_id)3 100 0 -0.031 0.456 -1.193 -0.045 1.242
factor(worker_id)10:factor(category_id)3 100 0 -0.002 0.465 -1.183 -0.003 1.311
factor(worker_id)11:factor(category_id)3 100 0 -0.067 0.440 -1.082 -0.094 1.325
factor(worker_id)12:factor(category_id)3 100 0 -0.053 0.495 -1.325 -0.058 1.109
factor(worker_id)13:factor(category_id)3 100 0 -0.008 0.447 -1.140 -0.071 1.207
factor(worker_id)14:factor(category_id)3 100 0 -0.102 0.449 -1.084 -0.089 1.078
factor(worker_id)15:factor(category_id)3 100 0 -0.033 0.455 -1.063 -0.063 1.437
factor(worker_id)16:factor(category_id)3 100 0 -0.043 0.487 -0.986 -0.046 1.360
factor(worker_id)17:factor(category_id)3 100 0 -0.068 0.422 -1.019 -0.120 1.136
factor(worker_id)18:factor(category_id)3 100 0 -0.040 0.456 -0.955 -0.005 1.215
factor(worker_id)19:factor(category_id)3 100 0 -0.022 0.467 -1.090 -0.062 1.411
factor(worker_id)20:factor(category_id)3 100 0 -0.016 0.449 -1.218 -0.036 1.188
factor(worker_id)2:factor(category_id)4 100 0 0.030 0.467 -1.062 0.040 1.016
factor(worker_id)3:factor(category_id)4 100 0 -0.032 0.471 -1.117 0.002 1.101
factor(worker_id)4:factor(category_id)4 100 0 -0.006 0.466 -1.296 0.109 0.917
factor(worker_id)5:factor(category_id)4 100 0 -0.084 0.465 -1.059 -0.068 1.000
factor(worker_id)6:factor(category_id)4 100 0 -0.021 0.480 -1.374 0.023 0.940
factor(worker_id)7:factor(category_id)4 100 0 -0.036 0.478 -1.164 -0.046 1.171
factor(worker_id)8:factor(category_id)4 100 0 -0.068 0.460 -1.094 -0.052 1.011
factor(worker_id)9:factor(category_id)4 100 0 -0.006 0.450 -1.191 0.000 1.210
factor(worker_id)10:factor(category_id)4 100 0 -0.024 0.430 -0.975 -0.002 0.953
factor(worker_id)11:factor(category_id)4 100 0 -0.058 0.504 -1.838 -0.051 1.298
factor(worker_id)12:factor(category_id)4 100 0 -0.057 0.469 -0.966 -0.079 1.165
factor(worker_id)13:factor(category_id)4 100 0 -0.013 0.432 -1.313 0.032 1.018
factor(worker_id)14:factor(category_id)4 100 0 -0.075 0.452 -1.066 -0.063 1.199
factor(worker_id)15:factor(category_id)4 100 0 -0.034 0.480 -1.182 -0.047 1.414
factor(worker_id)16:factor(category_id)4 100 0 -0.048 0.476 -1.500 -0.025 1.526
factor(worker_id)17:factor(category_id)4 100 0 -0.077 0.451 -1.573 -0.100 1.378
factor(worker_id)18:factor(category_id)4 100 0 -0.025 0.470 -1.316 0.013 1.165
factor(worker_id)19:factor(category_id)4 100 0 0.003 0.454 -1.029 -0.034 1.227
factor(worker_id)20:factor(category_id)4 100 0 -0.041 0.457 -1.091 -0.046 1.050
factor(worker_id)2:factor(category_id)5 100 0 -0.018 0.480 -1.257 0.011 1.164
factor(worker_id)3:factor(category_id)5 100 0 -0.055 0.426 -1.090 -0.062 1.190
factor(worker_id)4:factor(category_id)5 100 0 0.039 0.411 -1.151 0.018 0.892
factor(worker_id)5:factor(category_id)5 100 0 -0.080 0.449 -1.732 -0.064 1.084
factor(worker_id)6:factor(category_id)5 100 0 0.014 0.416 -0.920 -0.027 1.017
factor(worker_id)7:factor(category_id)5 100 0 -0.052 0.441 -1.231 -0.023 1.502
factor(worker_id)8:factor(category_id)5 100 0 -0.035 0.451 -1.012 -0.011 0.918
factor(worker_id)9:factor(category_id)5 100 0 -0.027 0.407 -1.029 -0.020 1.123
factor(worker_id)10:factor(category_id)5 100 0 0.012 0.399 -0.820 -0.008 0.907
factor(worker_id)11:factor(category_id)5 100 0 -0.087 0.451 -1.226 -0.106 0.918
factor(worker_id)12:factor(category_id)5 100 0 -0.022 0.440 -1.267 0.007 0.966
factor(worker_id)13:factor(category_id)5 100 0 0.042 0.448 -1.165 0.077 1.027
factor(worker_id)14:factor(category_id)5 100 0 -0.088 0.393 -1.266 -0.074 0.785
factor(worker_id)15:factor(category_id)5 100 0 -0.038 0.394 -0.975 -0.062 1.014
factor(worker_id)16:factor(category_id)5 100 0 0.000 0.445 -1.003 0.018 1.105
factor(worker_id)17:factor(category_id)5 100 0 -0.050 0.437 -1.021 -0.091 0.932
factor(worker_id)18:factor(category_id)5 100 0 -0.003 0.452 -1.057 -0.006 1.617
factor(worker_id)19:factor(category_id)5 100 0 -0.022 0.406 -1.036 0.018 0.852
factor(worker_id)20:factor(category_id)5 100 0 -0.008 0.416 -0.990 -0.032 1.118

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.75
factor(worker_id)3 0.98
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(category_id)2 0.1
factor(category_id)3 0.36
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0.05
factor(worker_id)3:factor(category_id)2 0.75
factor(worker_id)4:factor(category_id)2 0.17
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)6:factor(category_id)2 0.07
factor(worker_id)7:factor(category_id)2 0.5
factor(worker_id)8:factor(category_id)2 1
factor(worker_id)9:factor(category_id)2 1
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 1
factor(worker_id)12:factor(category_id)2 0
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 1
factor(worker_id)15:factor(category_id)2 0.8
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 1
factor(worker_id)19:factor(category_id)2 0.33
factor(worker_id)20:factor(category_id)2 0.03
factor(worker_id)2:factor(category_id)3 0.17
factor(worker_id)3:factor(category_id)3 0.94
factor(worker_id)4:factor(category_id)3 0.59
factor(worker_id)5:factor(category_id)3 1
factor(worker_id)6:factor(category_id)3 0.93
factor(worker_id)7:factor(category_id)3 0.84
factor(worker_id)8:factor(category_id)3 0.73
factor(worker_id)9:factor(category_id)3 0.61
factor(worker_id)10:factor(category_id)3 0.49
factor(worker_id)11:factor(category_id)3 1
factor(worker_id)12:factor(category_id)3 0.24
factor(worker_id)13:factor(category_id)3 1
factor(worker_id)14:factor(category_id)3 0.98
factor(worker_id)15:factor(category_id)3 0.84
factor(worker_id)16:factor(category_id)3 1
factor(worker_id)17:factor(category_id)3 0
factor(worker_id)18:factor(category_id)3 1
factor(worker_id)19:factor(category_id)3 1
factor(worker_id)20:factor(category_id)3 0.29
factor(worker_id)2:factor(category_id)4 0.11
factor(worker_id)3:factor(category_id)4 0.91
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0.31
factor(worker_id)6:factor(category_id)4 0
factor(worker_id)7:factor(category_id)4 0.45
factor(worker_id)8:factor(category_id)4 0
factor(worker_id)9:factor(category_id)4 0
factor(worker_id)10:factor(category_id)4 0
factor(worker_id)11:factor(category_id)4 0.99
factor(worker_id)12:factor(category_id)4 0.01
factor(worker_id)13:factor(category_id)4 0
factor(worker_id)14:factor(category_id)4 0.26
factor(worker_id)15:factor(category_id)4 0.02
factor(worker_id)16:factor(category_id)4 0
factor(worker_id)17:factor(category_id)4 0
factor(worker_id)18:factor(category_id)4 0.03
factor(worker_id)19:factor(category_id)4 0.45
factor(worker_id)20:factor(category_id)4 0.88
factor(worker_id)2:factor(category_id)5 0.13
factor(worker_id)3:factor(category_id)5 0.09
factor(worker_id)4:factor(category_id)5 0.59
factor(worker_id)5:factor(category_id)5 0.68
factor(worker_id)6:factor(category_id)5 0
factor(worker_id)7:factor(category_id)5 0.82
factor(worker_id)8:factor(category_id)5 0
factor(worker_id)9:factor(category_id)5 0.98
factor(worker_id)10:factor(category_id)5 0
factor(worker_id)11:factor(category_id)5 1
factor(worker_id)12:factor(category_id)5 0
factor(worker_id)13:factor(category_id)5 0.91
factor(worker_id)14:factor(category_id)5 0
factor(worker_id)15:factor(category_id)5 0.13
factor(worker_id)16:factor(category_id)5 0.01
factor(worker_id)17:factor(category_id)5 0
factor(worker_id)18:factor(category_id)5 0.98
factor(worker_id)19:factor(category_id)5 0.7
factor(worker_id)20:factor(category_id)5 0.05

Significant match effect number = 25 out of 76

num_process = 30, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.014 0.172 -0.398 -0.034 0.388
factor(worker_id)2 100 0 -0.021 0.227 -0.573 0.026 0.406
factor(worker_id)3 100 0 0.034 0.256 -0.506 0.030 0.758
factor(worker_id)4 100 0 0.015 0.260 -0.592 0.026 0.663
factor(worker_id)5 100 0 0.015 0.256 -0.620 0.025 0.568
factor(worker_id)6 100 0 -0.010 0.260 -0.635 -0.035 0.715
factor(worker_id)7 100 0 0.021 0.248 -0.625 0.056 0.474
factor(worker_id)8 100 0 0.013 0.223 -0.547 -0.001 0.534
factor(worker_id)9 100 0 0.006 0.243 -0.545 -0.027 0.736
factor(worker_id)10 100 0 0.001 0.271 -0.609 -0.025 0.598
factor(worker_id)11 100 0 0.028 0.260 -0.567 0.015 0.672
factor(worker_id)12 100 0 0.007 0.232 -0.570 0.031 0.485
factor(worker_id)13 100 0 0.013 0.289 -1.018 0.034 0.732
factor(worker_id)14 100 0 0.026 0.246 -0.514 0.032 0.588
factor(worker_id)15 100 0 -0.006 0.256 -0.710 0.021 0.493
factor(worker_id)16 100 0 -0.002 0.262 -0.529 -0.023 0.692
factor(worker_id)17 100 0 0.003 0.258 -0.688 0.019 0.650
factor(worker_id)18 100 0 0.027 0.254 -0.549 0.007 0.687
factor(worker_id)19 100 0 0.030 0.271 -0.525 0.021 0.739
factor(worker_id)20 100 0 -0.021 0.227 -0.534 0.007 0.504
factor(category_id)2 100 0 0.015 0.287 -0.771 0.028 0.737
factor(category_id)3 100 0 -0.006 0.232 -0.654 -0.003 0.526
factor(category_id)4 100 0 0.014 0.231 -0.575 0.031 0.541
factor(category_id)5 100 0 0.003 0.258 -0.565 0.002 0.607
factor(worker_id)2:factor(category_id)2 100 0 0.012 0.404 -1.012 -0.014 1.178
factor(worker_id)3:factor(category_id)2 100 0 -0.009 0.391 -1.165 -0.032 1.175
factor(worker_id)4:factor(category_id)2 100 0 -0.017 0.401 -0.926 -0.049 0.996
factor(worker_id)5:factor(category_id)2 100 0 -0.019 0.430 -1.014 0.033 0.771
factor(worker_id)6:factor(category_id)2 100 0 0.013 0.403 -1.002 -0.007 0.883
factor(worker_id)7:factor(category_id)2 100 0 -0.015 0.386 -0.792 -0.055 1.002
factor(worker_id)8:factor(category_id)2 100 0 0.025 0.369 -0.690 -0.002 0.981
factor(worker_id)9:factor(category_id)2 100 0 0.009 0.366 -1.149 0.049 0.750
factor(worker_id)10:factor(category_id)2 100 0 0.011 0.408 -0.942 0.030 0.983
factor(worker_id)11:factor(category_id)2 100 0 -0.017 0.403 -1.134 -0.033 1.166
factor(worker_id)12:factor(category_id)2 100 0 -0.003 0.376 -1.026 0.013 0.932
factor(worker_id)13:factor(category_id)2 100 0 0.037 0.409 -0.944 0.018 1.183
factor(worker_id)14:factor(category_id)2 100 0 -0.030 0.397 -0.889 -0.029 1.222
factor(worker_id)15:factor(category_id)2 100 0 -0.002 0.416 -1.135 -0.006 1.472
factor(worker_id)16:factor(category_id)2 100 0 -0.017 0.417 -1.183 0.025 1.003
factor(worker_id)17:factor(category_id)2 100 0 -0.002 0.378 -0.953 -0.058 1.294
factor(worker_id)18:factor(category_id)2 100 0 -0.025 0.390 -1.009 0.014 1.050
factor(worker_id)19:factor(category_id)2 100 0 -0.049 0.402 -1.027 -0.078 1.290
factor(worker_id)20:factor(category_id)2 100 0 0.020 0.356 -0.722 0.019 1.140
factor(worker_id)2:factor(category_id)3 100 0 0.071 0.306 -0.658 0.008 1.162
factor(worker_id)3:factor(category_id)3 100 0 -0.032 0.359 -0.872 -0.044 0.813
factor(worker_id)4:factor(category_id)3 100 0 -0.016 0.350 -0.774 -0.031 0.772
factor(worker_id)5:factor(category_id)3 100 0 0.003 0.355 -0.807 -0.037 0.815
factor(worker_id)6:factor(category_id)3 100 0 0.053 0.331 -0.922 0.058 0.923
factor(worker_id)7:factor(category_id)3 100 0 -0.003 0.353 -0.773 0.018 1.057
factor(worker_id)8:factor(category_id)3 100 0 0.020 0.324 -0.647 0.010 1.006
factor(worker_id)9:factor(category_id)3 100 0 0.013 0.378 -1.025 0.047 1.139
factor(worker_id)10:factor(category_id)3 100 0 0.035 0.377 -0.650 -0.009 0.990
factor(worker_id)11:factor(category_id)3 100 0 0.011 0.312 -0.774 0.014 0.683
factor(worker_id)12:factor(category_id)3 100 0 -0.017 0.315 -0.870 -0.028 0.868
factor(worker_id)13:factor(category_id)3 100 0 0.023 0.382 -1.073 -0.003 0.943
factor(worker_id)14:factor(category_id)3 100 0 -0.026 0.353 -1.140 -0.005 0.837
factor(worker_id)15:factor(category_id)3 100 0 0.014 0.348 -0.749 -0.034 1.119
factor(worker_id)16:factor(category_id)3 100 0 0.048 0.330 -0.673 0.011 0.914
factor(worker_id)17:factor(category_id)3 100 0 0.034 0.368 -0.797 0.011 0.940
factor(worker_id)18:factor(category_id)3 100 0 -0.037 0.353 -1.109 0.009 0.734
factor(worker_id)19:factor(category_id)3 100 0 -0.001 0.349 -0.842 0.005 0.901
factor(worker_id)20:factor(category_id)3 100 0 0.023 0.360 -0.719 0.073 0.918
factor(worker_id)2:factor(category_id)4 100 0 0.009 0.325 -0.730 0.011 0.760
factor(worker_id)3:factor(category_id)4 100 0 -0.009 0.357 -1.034 -0.020 0.927
factor(worker_id)4:factor(category_id)4 100 0 -0.004 0.345 -0.817 -0.048 0.854
factor(worker_id)5:factor(category_id)4 100 0 -0.011 0.356 -0.863 -0.051 0.999
factor(worker_id)6:factor(category_id)4 100 0 0.031 0.356 -0.734 0.022 0.788
factor(worker_id)7:factor(category_id)4 100 0 -0.013 0.352 -0.743 -0.013 0.671
factor(worker_id)8:factor(category_id)4 100 0 -0.021 0.350 -0.844 0.025 0.625
factor(worker_id)9:factor(category_id)4 100 0 0.038 0.312 -0.719 0.078 0.926
factor(worker_id)10:factor(category_id)4 100 0 -0.013 0.379 -1.143 -0.028 0.884
factor(worker_id)11:factor(category_id)4 100 0 -0.033 0.375 -1.276 -0.035 0.773
factor(worker_id)12:factor(category_id)4 100 0 0.001 0.367 -0.921 0.008 0.821
factor(worker_id)13:factor(category_id)4 100 0 -0.015 0.378 -0.918 -0.008 0.850
factor(worker_id)14:factor(category_id)4 100 0 0.000 0.364 -0.769 0.008 0.917
factor(worker_id)15:factor(category_id)4 100 0 0.015 0.371 -0.900 -0.016 1.148
factor(worker_id)16:factor(category_id)4 100 0 0.006 0.332 -0.819 0.009 0.697
factor(worker_id)17:factor(category_id)4 100 0 -0.023 0.352 -0.900 -0.048 1.114
factor(worker_id)18:factor(category_id)4 100 0 -0.044 0.371 -0.800 -0.064 0.823
factor(worker_id)19:factor(category_id)4 100 0 -0.053 0.371 -0.783 -0.066 1.020
factor(worker_id)20:factor(category_id)4 100 0 0.022 0.339 -0.762 0.010 0.829
factor(worker_id)2:factor(category_id)5 100 0 0.080 0.347 -0.647 0.064 0.868
factor(worker_id)3:factor(category_id)5 100 0 -0.041 0.323 -0.868 -0.044 0.799
factor(worker_id)4:factor(category_id)5 100 0 -0.010 0.403 -0.930 0.006 1.014
factor(worker_id)5:factor(category_id)5 100 0 -0.008 0.367 -0.791 -0.008 0.921
factor(worker_id)6:factor(category_id)5 100 0 0.015 0.374 -0.887 0.011 0.892
factor(worker_id)7:factor(category_id)5 100 0 -0.008 0.336 -0.736 -0.030 0.898
factor(worker_id)8:factor(category_id)5 100 0 0.007 0.348 -0.656 -0.002 0.939
factor(worker_id)9:factor(category_id)5 100 0 -0.012 0.352 -0.967 0.014 1.080
factor(worker_id)10:factor(category_id)5 100 0 0.004 0.411 -0.956 0.011 0.877
factor(worker_id)11:factor(category_id)5 100 0 -0.028 0.374 -0.916 -0.039 0.954
factor(worker_id)12:factor(category_id)5 100 0 -0.010 0.356 -0.921 0.013 0.799
factor(worker_id)13:factor(category_id)5 100 0 -0.010 0.408 -0.999 -0.024 0.807
factor(worker_id)14:factor(category_id)5 100 0 0.009 0.378 -0.921 0.007 0.790
factor(worker_id)15:factor(category_id)5 100 0 0.011 0.394 -1.044 -0.058 0.898
factor(worker_id)16:factor(category_id)5 100 0 0.022 0.369 -0.847 0.011 0.926
factor(worker_id)17:factor(category_id)5 100 0 0.018 0.332 -0.842 0.039 1.026
factor(worker_id)18:factor(category_id)5 100 0 -0.009 0.360 -0.897 -0.025 0.836
factor(worker_id)19:factor(category_id)5 100 0 -0.034 0.366 -0.870 0.011 0.665
factor(worker_id)20:factor(category_id)5 100 0 0.038 0.323 -0.705 0.067 0.820

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.87
factor(worker_id)3 0.57
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(category_id)2 0.1
factor(category_id)3 0
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0.68
factor(worker_id)3:factor(category_id)2 0.97
factor(worker_id)4:factor(category_id)2 1
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)6:factor(category_id)2 1
factor(worker_id)7:factor(category_id)2 1
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0.96
factor(worker_id)10:factor(category_id)2 0.96
factor(worker_id)11:factor(category_id)2 0.78
factor(worker_id)12:factor(category_id)2 0.08
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 0.24
factor(worker_id)15:factor(category_id)2 0.67
factor(worker_id)16:factor(category_id)2 0.21
factor(worker_id)17:factor(category_id)2 0.97
factor(worker_id)18:factor(category_id)2 0.02
factor(worker_id)19:factor(category_id)2 0.79
factor(worker_id)20:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)3:factor(category_id)3 1
factor(worker_id)4:factor(category_id)3 1
factor(worker_id)5:factor(category_id)3 1
factor(worker_id)6:factor(category_id)3 1
factor(worker_id)7:factor(category_id)3 1
factor(worker_id)8:factor(category_id)3 0.02
factor(worker_id)9:factor(category_id)3 1
factor(worker_id)10:factor(category_id)3 1
factor(worker_id)11:factor(category_id)3 1
factor(worker_id)12:factor(category_id)3 0.95
factor(worker_id)13:factor(category_id)3 0.65
factor(worker_id)14:factor(category_id)3 0.94
factor(worker_id)15:factor(category_id)3 1
factor(worker_id)16:factor(category_id)3 0.92
factor(worker_id)17:factor(category_id)3 1
factor(worker_id)18:factor(category_id)3 1
factor(worker_id)19:factor(category_id)3 1
factor(worker_id)20:factor(category_id)3 0.84
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 1
factor(worker_id)4:factor(category_id)4 0.2
factor(worker_id)5:factor(category_id)4 1
factor(worker_id)6:factor(category_id)4 0
factor(worker_id)7:factor(category_id)4 0.04
factor(worker_id)8:factor(category_id)4 0
factor(worker_id)9:factor(category_id)4 0.91
factor(worker_id)10:factor(category_id)4 0.01
factor(worker_id)11:factor(category_id)4 0
factor(worker_id)12:factor(category_id)4 0.21
factor(worker_id)13:factor(category_id)4 0
factor(worker_id)14:factor(category_id)4 0
factor(worker_id)15:factor(category_id)4 0.99
factor(worker_id)16:factor(category_id)4 0
factor(worker_id)17:factor(category_id)4 0.01
factor(worker_id)18:factor(category_id)4 0
factor(worker_id)19:factor(category_id)4 0.02
factor(worker_id)20:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 0.83
factor(worker_id)5:factor(category_id)5 1
factor(worker_id)6:factor(category_id)5 1
factor(worker_id)7:factor(category_id)5 1
factor(worker_id)8:factor(category_id)5 0
factor(worker_id)9:factor(category_id)5 0.03
factor(worker_id)10:factor(category_id)5 1
factor(worker_id)11:factor(category_id)5 0.17
factor(worker_id)12:factor(category_id)5 1
factor(worker_id)13:factor(category_id)5 1
factor(worker_id)14:factor(category_id)5 1
factor(worker_id)15:factor(category_id)5 1
factor(worker_id)16:factor(category_id)5 0.01
factor(worker_id)17:factor(category_id)5 0.84
factor(worker_id)18:factor(category_id)5 0
factor(worker_id)19:factor(category_id)5 0.66
factor(worker_id)20:factor(category_id)5 0

Significant match effect number = 41 out of 76

num_process = 40, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.003 0.138 -0.349 -0.015 0.326
factor(worker_id)2 100 0 -0.011 0.206 -0.519 -0.028 0.660
factor(worker_id)3 100 0 0.019 0.201 -0.458 0.026 0.683
factor(worker_id)4 100 0 0.014 0.211 -0.482 0.015 0.459
factor(worker_id)5 100 0 0.014 0.183 -0.384 0.007 0.553
factor(worker_id)6 100 0 -0.013 0.217 -0.471 -0.001 0.577
factor(worker_id)7 100 0 -0.027 0.212 -0.595 -0.021 0.558
factor(worker_id)8 100 0 -0.047 0.234 -0.593 -0.034 0.620
factor(worker_id)9 100 0 -0.010 0.205 -0.564 0.002 0.516
factor(worker_id)10 100 0 -0.003 0.206 -0.594 -0.003 0.541
factor(worker_id)11 100 0 0.013 0.217 -0.497 -0.009 0.585
factor(worker_id)12 100 0 -0.003 0.211 -0.524 0.022 0.450
factor(worker_id)13 100 0 -0.005 0.198 -0.439 0.008 0.389
factor(worker_id)14 100 0 -0.004 0.214 -0.583 -0.014 0.617
factor(worker_id)15 100 0 -0.006 0.216 -0.515 -0.003 0.483
factor(worker_id)16 100 0 -0.014 0.207 -0.469 -0.047 0.598
factor(worker_id)17 100 0 0.024 0.217 -0.489 0.002 0.542
factor(worker_id)18 100 0 -0.013 0.232 -0.717 -0.020 0.767
factor(worker_id)19 100 0 -0.010 0.189 -0.470 -0.027 0.556
factor(worker_id)20 100 0 0.000 0.192 -0.616 0.010 0.454
factor(category_id)2 100 0 -0.006 0.222 -0.495 -0.037 0.599
factor(category_id)3 100 0 -0.006 0.180 -0.584 0.005 0.425
factor(category_id)4 100 0 -0.007 0.203 -0.371 -0.011 0.816
factor(category_id)5 100 0 -0.020 0.211 -0.662 -0.006 0.504
factor(worker_id)2:factor(category_id)2 100 0 0.032 0.309 -0.837 0.051 0.743
factor(worker_id)3:factor(category_id)2 100 0 -0.003 0.340 -1.041 -0.014 0.780
factor(worker_id)4:factor(category_id)2 100 0 0.004 0.341 -0.870 -0.022 0.692
factor(worker_id)5:factor(category_id)2 100 0 0.010 0.295 -0.746 0.007 0.740
factor(worker_id)6:factor(category_id)2 100 0 -0.015 0.309 -0.726 0.001 0.808
factor(worker_id)7:factor(category_id)2 100 0 0.040 0.309 -0.794 0.047 0.831
factor(worker_id)8:factor(category_id)2 100 0 0.044 0.358 -1.075 0.031 0.864
factor(worker_id)9:factor(category_id)2 100 0 0.041 0.310 -0.816 0.019 0.754
factor(worker_id)10:factor(category_id)2 100 0 0.005 0.306 -0.726 0.015 0.576
factor(worker_id)11:factor(category_id)2 100 0 -0.008 0.304 -0.730 0.038 0.727
factor(worker_id)12:factor(category_id)2 100 0 -0.001 0.296 -0.806 0.008 0.694
factor(worker_id)13:factor(category_id)2 100 0 0.023 0.316 -0.737 0.037 0.831
factor(worker_id)14:factor(category_id)2 100 0 -0.007 0.329 -0.788 0.037 0.922
factor(worker_id)15:factor(category_id)2 100 0 -0.005 0.292 -0.761 -0.051 0.647
factor(worker_id)16:factor(category_id)2 100 0 0.044 0.288 -0.690 0.030 0.896
factor(worker_id)17:factor(category_id)2 100 0 -0.017 0.320 -1.009 0.019 0.867
factor(worker_id)18:factor(category_id)2 100 0 0.029 0.316 -0.987 0.036 0.837
factor(worker_id)19:factor(category_id)2 100 0 0.019 0.304 -0.606 0.022 0.759
factor(worker_id)20:factor(category_id)2 100 0 0.016 0.276 -0.760 0.015 0.643
factor(worker_id)2:factor(category_id)3 100 0 -0.003 0.293 -0.791 -0.017 0.872
factor(worker_id)3:factor(category_id)3 100 0 -0.017 0.284 -0.820 -0.016 0.600
factor(worker_id)4:factor(category_id)3 100 0 -0.030 0.260 -0.558 -0.052 0.561
factor(worker_id)5:factor(category_id)3 100 0 -0.021 0.274 -0.603 -0.029 0.692
factor(worker_id)6:factor(category_id)3 100 0 0.031 0.282 -0.460 0.032 0.654
factor(worker_id)7:factor(category_id)3 100 0 0.052 0.299 -0.668 0.068 0.952
factor(worker_id)8:factor(category_id)3 100 0 0.033 0.321 -0.660 -0.002 0.907
factor(worker_id)9:factor(category_id)3 100 0 0.010 0.312 -0.836 -0.010 0.921
factor(worker_id)10:factor(category_id)3 100 0 -0.008 0.284 -0.773 -0.004 0.750
factor(worker_id)11:factor(category_id)3 100 0 -0.001 0.282 -0.767 -0.009 0.839
factor(worker_id)12:factor(category_id)3 100 0 0.030 0.308 -0.664 -0.015 0.795
factor(worker_id)13:factor(category_id)3 100 0 -0.001 0.288 -0.626 -0.010 0.752
factor(worker_id)14:factor(category_id)3 100 0 -0.012 0.283 -0.878 0.005 0.837
factor(worker_id)15:factor(category_id)3 100 0 -0.024 0.306 -0.748 0.000 0.636
factor(worker_id)16:factor(category_id)3 100 0 0.005 0.321 -0.824 -0.020 0.831
factor(worker_id)17:factor(category_id)3 100 0 -0.047 0.287 -0.865 -0.039 0.624
factor(worker_id)18:factor(category_id)3 100 0 -0.020 0.289 -0.726 0.005 0.762
factor(worker_id)19:factor(category_id)3 100 0 0.029 0.273 -0.616 0.027 0.859
factor(worker_id)20:factor(category_id)3 100 0 0.002 0.260 -0.619 0.017 0.739
factor(worker_id)2:factor(category_id)4 100 0 -0.001 0.296 -1.012 0.002 0.864
factor(worker_id)3:factor(category_id)4 100 0 0.006 0.296 -0.636 -0.017 0.686
factor(worker_id)4:factor(category_id)4 100 0 -0.038 0.325 -0.922 -0.032 0.662
factor(worker_id)5:factor(category_id)4 100 0 -0.002 0.250 -0.713 0.008 0.511
factor(worker_id)6:factor(category_id)4 100 0 0.025 0.318 -1.099 0.061 0.652
factor(worker_id)7:factor(category_id)4 100 0 0.039 0.292 -0.810 0.060 0.772
factor(worker_id)8:factor(category_id)4 100 0 0.052 0.322 -1.083 0.058 0.831
factor(worker_id)9:factor(category_id)4 100 0 0.007 0.314 -0.659 0.001 0.726
factor(worker_id)10:factor(category_id)4 100 0 0.021 0.322 -1.112 0.028 0.752
factor(worker_id)11:factor(category_id)4 100 0 0.026 0.308 -0.796 0.018 0.958
factor(worker_id)12:factor(category_id)4 100 0 -0.001 0.290 -0.799 0.001 0.845
factor(worker_id)13:factor(category_id)4 100 0 -0.006 0.294 -0.748 -0.028 0.759
factor(worker_id)14:factor(category_id)4 100 0 0.001 0.295 -0.722 -0.023 0.733
factor(worker_id)15:factor(category_id)4 100 0 0.033 0.319 -0.761 0.056 0.868
factor(worker_id)16:factor(category_id)4 100 0 0.008 0.307 -0.962 0.008 0.721
factor(worker_id)17:factor(category_id)4 100 0 0.004 0.305 -1.139 0.025 0.594
factor(worker_id)18:factor(category_id)4 100 0 0.006 0.335 -1.027 0.006 0.892
factor(worker_id)19:factor(category_id)4 100 0 0.023 0.294 -1.020 0.049 0.710
factor(worker_id)20:factor(category_id)4 100 0 -0.021 0.284 -0.866 -0.025 0.662
factor(worker_id)2:factor(category_id)5 100 0 0.015 0.296 -0.720 0.013 0.680
factor(worker_id)3:factor(category_id)5 100 0 0.000 0.295 -0.851 0.012 0.755
factor(worker_id)4:factor(category_id)5 100 0 0.006 0.317 -0.931 -0.007 0.889
factor(worker_id)5:factor(category_id)5 100 0 -0.012 0.287 -0.766 -0.027 0.762
factor(worker_id)6:factor(category_id)5 100 0 0.010 0.320 -0.788 0.032 0.925
factor(worker_id)7:factor(category_id)5 100 0 0.020 0.299 -0.656 0.021 0.684
factor(worker_id)8:factor(category_id)5 100 0 0.033 0.319 -0.910 0.029 0.805
factor(worker_id)9:factor(category_id)5 100 0 0.024 0.334 -0.665 0.044 1.027
factor(worker_id)10:factor(category_id)5 100 0 0.028 0.294 -0.706 -0.022 0.884
factor(worker_id)11:factor(category_id)5 100 0 0.023 0.292 -0.676 0.047 1.108
factor(worker_id)12:factor(category_id)5 100 0 0.024 0.329 -0.602 0.015 0.950
factor(worker_id)13:factor(category_id)5 100 0 0.036 0.330 -0.685 -0.008 0.769
factor(worker_id)14:factor(category_id)5 100 0 0.001 0.311 -0.799 0.030 0.594
factor(worker_id)15:factor(category_id)5 100 0 0.018 0.299 -0.646 -0.009 1.070
factor(worker_id)16:factor(category_id)5 100 0 0.030 0.299 -0.723 0.039 0.684
factor(worker_id)17:factor(category_id)5 100 0 0.007 0.309 -0.818 0.019 0.704
factor(worker_id)18:factor(category_id)5 100 0 0.035 0.333 -0.897 0.055 0.859
factor(worker_id)19:factor(category_id)5 100 0 0.041 0.304 -0.734 0.043 0.821
factor(worker_id)20:factor(category_id)5 100 0 0.019 0.300 -0.769 0.012 0.773

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0.76
factor(worker_id)4:factor(category_id)2 0.53
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0.02
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 0.01
factor(worker_id)12:factor(category_id)2 0
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 0.57
factor(worker_id)15:factor(category_id)2 0
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 0.95
factor(worker_id)20:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0.11
factor(worker_id)4:factor(category_id)3 0.35
factor(worker_id)5:factor(category_id)3 1
factor(worker_id)6:factor(category_id)3 0
factor(worker_id)7:factor(category_id)3 0
factor(worker_id)8:factor(category_id)3 0.05
factor(worker_id)9:factor(category_id)3 0.47
factor(worker_id)10:factor(category_id)3 0
factor(worker_id)11:factor(category_id)3 0
factor(worker_id)12:factor(category_id)3 0
factor(worker_id)13:factor(category_id)3 0
factor(worker_id)14:factor(category_id)3 0
factor(worker_id)15:factor(category_id)3 0
factor(worker_id)16:factor(category_id)3 0
factor(worker_id)17:factor(category_id)3 0
factor(worker_id)18:factor(category_id)3 0
factor(worker_id)19:factor(category_id)3 1
factor(worker_id)20:factor(category_id)3 0.88
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0.91
factor(worker_id)6:factor(category_id)4 0
factor(worker_id)7:factor(category_id)4 0
factor(worker_id)8:factor(category_id)4 0.99
factor(worker_id)9:factor(category_id)4 0
factor(worker_id)10:factor(category_id)4 0
factor(worker_id)11:factor(category_id)4 0
factor(worker_id)12:factor(category_id)4 0
factor(worker_id)13:factor(category_id)4 0
factor(worker_id)14:factor(category_id)4 0
factor(worker_id)15:factor(category_id)4 0
factor(worker_id)16:factor(category_id)4 0
factor(worker_id)17:factor(category_id)4 0
factor(worker_id)18:factor(category_id)4 0.01
factor(worker_id)19:factor(category_id)4 1
factor(worker_id)20:factor(category_id)4 0.14
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0.2
factor(worker_id)6:factor(category_id)5 0
factor(worker_id)7:factor(category_id)5 0
factor(worker_id)8:factor(category_id)5 0
factor(worker_id)9:factor(category_id)5 1
factor(worker_id)10:factor(category_id)5 0.02
factor(worker_id)11:factor(category_id)5 0
factor(worker_id)12:factor(category_id)5 0
factor(worker_id)13:factor(category_id)5 0
factor(worker_id)14:factor(category_id)5 0
factor(worker_id)15:factor(category_id)5 0
factor(worker_id)16:factor(category_id)5 1
factor(worker_id)17:factor(category_id)5 0.9
factor(worker_id)18:factor(category_id)5 0
factor(worker_id)19:factor(category_id)5 0.88
factor(worker_id)20:factor(category_id)5 0.21

Significant match effect number = 11 out of 76

num_process = 50, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.015 0.147 -0.430 0.018 0.507
factor(worker_id)2 100 0 -0.017 0.189 -0.629 -0.023 0.445
factor(worker_id)3 100 0 -0.021 0.198 -0.511 -0.024 0.554
factor(worker_id)4 100 0 -0.022 0.194 -0.640 -0.037 0.427
factor(worker_id)5 100 0 -0.012 0.193 -0.460 0.002 0.431
factor(worker_id)6 100 0 -0.011 0.220 -0.665 -0.008 0.503
factor(worker_id)7 100 0 -0.025 0.190 -0.454 -0.025 0.539
factor(worker_id)8 100 0 -0.062 0.206 -0.510 -0.101 0.535
factor(worker_id)9 100 0 -0.017 0.206 -0.595 -0.030 0.535
factor(worker_id)10 100 0 -0.017 0.202 -0.511 -0.020 0.508
factor(worker_id)11 100 0 -0.013 0.196 -0.595 -0.014 0.562
factor(worker_id)12 100 0 -0.020 0.207 -0.583 -0.033 0.497
factor(worker_id)13 100 0 -0.002 0.201 -0.464 0.007 0.505
factor(worker_id)14 100 0 -0.023 0.202 -0.596 -0.029 0.462
factor(worker_id)15 100 0 -0.004 0.216 -0.549 0.024 0.576
factor(worker_id)16 100 0 -0.016 0.192 -0.609 -0.009 0.508
factor(worker_id)17 100 0 -0.028 0.211 -0.694 -0.029 0.405
factor(worker_id)18 100 0 -0.009 0.199 -0.523 -0.013 0.444
factor(worker_id)19 100 0 -0.006 0.223 -0.513 0.003 0.515
factor(worker_id)20 100 0 -0.010 0.201 -0.535 -0.011 0.504
factor(category_id)2 100 0 -0.006 0.199 -0.477 -0.012 0.565
factor(category_id)3 100 0 0.005 0.195 -0.569 0.012 0.574
factor(category_id)4 100 0 -0.008 0.218 -0.612 -0.010 0.580
factor(category_id)5 100 0 -0.022 0.198 -0.586 -0.013 0.468
factor(worker_id)2:factor(category_id)2 100 0 0.017 0.283 -0.581 -0.011 0.710
factor(worker_id)3:factor(category_id)2 100 0 -0.008 0.277 -0.980 0.002 0.713
factor(worker_id)4:factor(category_id)2 100 0 0.015 0.269 -0.635 -0.004 0.662
factor(worker_id)5:factor(category_id)2 100 0 0.016 0.293 -0.552 -0.015 0.777
factor(worker_id)6:factor(category_id)2 100 0 0.022 0.303 -0.577 0.039 0.687
factor(worker_id)7:factor(category_id)2 100 0 0.011 0.282 -0.723 0.036 0.630
factor(worker_id)8:factor(category_id)2 100 0 0.038 0.295 -0.933 0.075 0.596
factor(worker_id)9:factor(category_id)2 100 0 -0.001 0.256 -0.705 0.019 0.678
factor(worker_id)10:factor(category_id)2 100 0 0.018 0.295 -0.745 0.028 0.615
factor(worker_id)11:factor(category_id)2 100 0 0.019 0.274 -0.544 0.055 0.718
factor(worker_id)12:factor(category_id)2 100 0 0.039 0.331 -0.607 0.024 0.995
factor(worker_id)13:factor(category_id)2 100 0 -0.015 0.257 -0.730 0.003 0.652
factor(worker_id)14:factor(category_id)2 100 0 0.027 0.286 -0.655 0.020 0.704
factor(worker_id)15:factor(category_id)2 100 0 -0.008 0.262 -0.595 -0.005 0.894
factor(worker_id)16:factor(category_id)2 100 0 0.002 0.283 -0.635 0.000 0.563
factor(worker_id)17:factor(category_id)2 100 0 0.020 0.258 -0.518 0.017 0.602
factor(worker_id)18:factor(category_id)2 100 0 0.003 0.281 -0.554 0.010 0.725
factor(worker_id)19:factor(category_id)2 100 0 -0.009 0.292 -0.596 -0.024 0.740
factor(worker_id)20:factor(category_id)2 100 0 -0.001 0.275 -0.794 0.020 0.644
factor(worker_id)2:factor(category_id)3 100 0 -0.015 0.267 -0.673 -0.007 0.610
factor(worker_id)3:factor(category_id)3 100 0 0.018 0.254 -0.819 0.019 0.963
factor(worker_id)4:factor(category_id)3 100 0 0.021 0.290 -0.491 0.004 0.797
factor(worker_id)5:factor(category_id)3 100 0 0.014 0.274 -0.606 0.000 0.845
factor(worker_id)6:factor(category_id)3 100 0 -0.002 0.295 -0.720 -0.013 0.844
factor(worker_id)7:factor(category_id)3 100 0 0.008 0.280 -0.574 0.003 0.720
factor(worker_id)8:factor(category_id)3 100 0 0.032 0.271 -0.664 0.029 0.598
factor(worker_id)9:factor(category_id)3 100 0 -0.008 0.257 -0.762 0.006 0.798
factor(worker_id)10:factor(category_id)3 100 0 -0.011 0.288 -0.827 0.004 0.858
factor(worker_id)11:factor(category_id)3 100 0 -0.011 0.280 -0.688 -0.035 0.851
factor(worker_id)12:factor(category_id)3 100 0 0.014 0.302 -0.733 0.017 0.841
factor(worker_id)13:factor(category_id)3 100 0 0.007 0.293 -0.729 -0.004 0.793
factor(worker_id)14:factor(category_id)3 100 0 0.014 0.293 -0.672 0.010 0.708
factor(worker_id)15:factor(category_id)3 100 0 -0.031 0.290 -0.637 -0.047 0.871
factor(worker_id)16:factor(category_id)3 100 0 -0.005 0.280 -0.655 0.007 0.589
factor(worker_id)17:factor(category_id)3 100 0 0.001 0.304 -0.695 -0.007 0.710
factor(worker_id)18:factor(category_id)3 100 0 -0.019 0.304 -0.681 -0.031 0.751
factor(worker_id)19:factor(category_id)3 100 0 0.008 0.289 -0.804 -0.026 0.917
factor(worker_id)20:factor(category_id)3 100 0 -0.027 0.267 -0.666 -0.028 0.589
factor(worker_id)2:factor(category_id)4 100 0 -0.001 0.295 -0.592 -0.004 0.714
factor(worker_id)3:factor(category_id)4 100 0 0.011 0.280 -0.577 0.011 0.849
factor(worker_id)4:factor(category_id)4 100 0 0.017 0.333 -0.627 0.031 0.830
factor(worker_id)5:factor(category_id)4 100 0 0.001 0.283 -0.649 0.010 0.655
factor(worker_id)6:factor(category_id)4 100 0 -0.019 0.305 -0.685 -0.027 0.842
factor(worker_id)7:factor(category_id)4 100 0 0.016 0.309 -0.821 0.010 0.759
factor(worker_id)8:factor(category_id)4 100 0 0.065 0.295 -0.664 0.081 0.613
factor(worker_id)9:factor(category_id)4 100 0 0.010 0.292 -0.750 -0.001 0.709
factor(worker_id)10:factor(category_id)4 100 0 0.022 0.275 -0.596 0.023 0.724
factor(worker_id)11:factor(category_id)4 100 0 0.021 0.283 -0.729 0.018 0.823
factor(worker_id)12:factor(category_id)4 100 0 0.024 0.306 -0.776 0.009 0.867
factor(worker_id)13:factor(category_id)4 100 0 0.008 0.304 -0.693 -0.003 0.772
factor(worker_id)14:factor(category_id)4 100 0 0.021 0.304 -0.661 -0.001 0.727
factor(worker_id)15:factor(category_id)4 100 0 -0.011 0.295 -0.764 -0.015 0.771
factor(worker_id)16:factor(category_id)4 100 0 -0.009 0.264 -0.588 -0.012 0.771
factor(worker_id)17:factor(category_id)4 100 0 -0.004 0.306 -0.707 -0.011 0.654
factor(worker_id)18:factor(category_id)4 100 0 0.010 0.285 -0.680 -0.004 0.635
factor(worker_id)19:factor(category_id)4 100 0 0.009 0.294 -0.727 -0.040 0.679
factor(worker_id)20:factor(category_id)4 100 0 0.009 0.287 -0.815 -0.001 0.636
factor(worker_id)2:factor(category_id)5 100 0 0.016 0.263 -0.678 0.025 0.719
factor(worker_id)3:factor(category_id)5 100 0 0.030 0.278 -0.589 0.015 0.683
factor(worker_id)4:factor(category_id)5 100 0 0.058 0.247 -0.594 0.067 0.767
factor(worker_id)5:factor(category_id)5 100 0 0.000 0.260 -0.563 0.010 0.652
factor(worker_id)6:factor(category_id)5 100 0 0.008 0.278 -0.584 0.000 0.777
factor(worker_id)7:factor(category_id)5 100 0 0.034 0.287 -0.841 0.042 0.812
factor(worker_id)8:factor(category_id)5 100 0 0.080 0.309 -0.898 0.059 0.823
factor(worker_id)9:factor(category_id)5 100 0 0.012 0.292 -0.850 0.041 0.805
factor(worker_id)10:factor(category_id)5 100 0 0.033 0.294 -0.669 0.010 0.652
factor(worker_id)11:factor(category_id)5 100 0 0.007 0.283 -0.852 0.015 0.836
factor(worker_id)12:factor(category_id)5 100 0 0.036 0.273 -0.588 0.053 0.757
factor(worker_id)13:factor(category_id)5 100 0 0.006 0.295 -0.605 0.002 0.750
factor(worker_id)14:factor(category_id)5 100 0 0.026 0.286 -0.573 0.023 0.742
factor(worker_id)15:factor(category_id)5 100 0 0.005 0.285 -0.670 -0.008 0.719
factor(worker_id)16:factor(category_id)5 100 0 0.036 0.269 -0.532 0.025 0.706
factor(worker_id)17:factor(category_id)5 100 0 0.026 0.275 -0.650 0.014 0.910
factor(worker_id)18:factor(category_id)5 100 0 0.024 0.264 -0.688 0.032 0.767
factor(worker_id)19:factor(category_id)5 100 0 0.024 0.284 -0.680 0.031 0.750
factor(worker_id)20:factor(category_id)5 100 0 0.011 0.290 -0.594 0.026 0.657

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 0
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 0
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)6:factor(category_id)3 0
factor(worker_id)7:factor(category_id)3 0
factor(worker_id)8:factor(category_id)3 0
factor(worker_id)9:factor(category_id)3 0
factor(worker_id)10:factor(category_id)3 0
factor(worker_id)11:factor(category_id)3 0
factor(worker_id)12:factor(category_id)3 0
factor(worker_id)13:factor(category_id)3 0
factor(worker_id)14:factor(category_id)3 0
factor(worker_id)15:factor(category_id)3 0
factor(worker_id)16:factor(category_id)3 0
factor(worker_id)17:factor(category_id)3 0
factor(worker_id)18:factor(category_id)3 0
factor(worker_id)19:factor(category_id)3 0
factor(worker_id)20:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)6:factor(category_id)4 0
factor(worker_id)7:factor(category_id)4 0
factor(worker_id)8:factor(category_id)4 0
factor(worker_id)9:factor(category_id)4 0
factor(worker_id)10:factor(category_id)4 0
factor(worker_id)11:factor(category_id)4 0
factor(worker_id)12:factor(category_id)4 0.09
factor(worker_id)13:factor(category_id)4 0
factor(worker_id)14:factor(category_id)4 0
factor(worker_id)15:factor(category_id)4 0
factor(worker_id)16:factor(category_id)4 0
factor(worker_id)17:factor(category_id)4 0
factor(worker_id)18:factor(category_id)4 0
factor(worker_id)19:factor(category_id)4 0
factor(worker_id)20:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)6:factor(category_id)5 0
factor(worker_id)7:factor(category_id)5 0
factor(worker_id)8:factor(category_id)5 0
factor(worker_id)9:factor(category_id)5 0
factor(worker_id)10:factor(category_id)5 0
factor(worker_id)11:factor(category_id)5 0
factor(worker_id)12:factor(category_id)5 0.11
factor(worker_id)13:factor(category_id)5 0
factor(worker_id)14:factor(category_id)5 0
factor(worker_id)15:factor(category_id)5 0
factor(worker_id)16:factor(category_id)5 0
factor(worker_id)17:factor(category_id)5 0
factor(worker_id)18:factor(category_id)5 0
factor(worker_id)19:factor(category_id)5 0
factor(worker_id)20:factor(category_id)5 0

Significant match effect number = 0 out of 76

num_process = 100, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.013 0.106 -0.220 0.022 0.227
factor(worker_id)2 100 0 0.002 0.146 -0.382 0.014 0.351
factor(worker_id)3 100 0 -0.014 0.143 -0.379 -0.011 0.318
factor(worker_id)4 100 0 0.022 0.148 -0.301 0.010 0.468
factor(worker_id)5 100 0 -0.004 0.147 -0.285 -0.009 0.388
factor(worker_id)6 100 0 -0.016 0.161 -0.379 -0.017 0.454
factor(worker_id)7 100 0 -0.014 0.142 -0.373 -0.004 0.268
factor(worker_id)8 100 0 -0.011 0.143 -0.465 -0.003 0.324
factor(worker_id)9 100 0 -0.014 0.141 -0.356 -0.044 0.324
factor(worker_id)10 100 0 -0.015 0.146 -0.371 -0.040 0.317
factor(worker_id)11 100 0 -0.009 0.139 -0.440 -0.012 0.358
factor(worker_id)12 100 0 -0.019 0.144 -0.333 -0.019 0.403
factor(worker_id)13 100 0 -0.022 0.153 -0.431 -0.028 0.441
factor(worker_id)14 100 0 0.008 0.155 -0.474 -0.004 0.371
factor(worker_id)15 100 0 -0.016 0.147 -0.342 -0.022 0.261
factor(worker_id)16 100 0 -0.011 0.144 -0.378 -0.015 0.343
factor(worker_id)17 100 0 -0.018 0.139 -0.328 -0.015 0.339
factor(worker_id)18 100 0 -0.015 0.135 -0.343 -0.010 0.265
factor(worker_id)19 100 0 -0.005 0.152 -0.404 -0.017 0.358
factor(worker_id)20 100 0 -0.015 0.160 -0.351 -0.040 0.404
factor(category_id)2 100 0 -0.017 0.142 -0.426 -0.016 0.333
factor(category_id)3 100 0 -0.018 0.145 -0.315 -0.037 0.451
factor(category_id)4 100 0 -0.019 0.150 -0.331 -0.009 0.307
factor(category_id)5 100 0 -0.017 0.150 -0.379 -0.017 0.332
factor(worker_id)2:factor(category_id)2 100 0 -0.002 0.205 -0.562 -0.018 0.489
factor(worker_id)3:factor(category_id)2 100 0 0.023 0.201 -0.436 0.007 0.526
factor(worker_id)4:factor(category_id)2 100 0 -0.022 0.201 -0.563 -0.018 0.520
factor(worker_id)5:factor(category_id)2 100 0 -0.012 0.213 -0.420 -0.020 0.457
factor(worker_id)6:factor(category_id)2 100 0 -0.001 0.191 -0.468 0.008 0.505
factor(worker_id)7:factor(category_id)2 100 0 0.021 0.182 -0.397 0.018 0.430
factor(worker_id)8:factor(category_id)2 100 0 0.026 0.206 -0.381 0.018 0.781
factor(worker_id)9:factor(category_id)2 100 0 0.018 0.168 -0.411 0.002 0.403
factor(worker_id)10:factor(category_id)2 100 0 0.015 0.191 -0.413 0.015 0.449
factor(worker_id)11:factor(category_id)2 100 0 0.013 0.191 -0.368 0.014 0.519
factor(worker_id)12:factor(category_id)2 100 0 0.008 0.203 -0.425 0.011 0.487
factor(worker_id)13:factor(category_id)2 100 0 0.027 0.206 -0.492 -0.009 0.531
factor(worker_id)14:factor(category_id)2 100 0 -0.021 0.215 -0.489 -0.042 0.615
factor(worker_id)15:factor(category_id)2 100 0 0.029 0.200 -0.521 0.043 0.558
factor(worker_id)16:factor(category_id)2 100 0 0.011 0.209 -0.498 -0.015 0.574
factor(worker_id)17:factor(category_id)2 100 0 0.015 0.196 -0.475 0.019 0.452
factor(worker_id)18:factor(category_id)2 100 0 0.007 0.195 -0.476 0.004 0.489
factor(worker_id)19:factor(category_id)2 100 0 0.024 0.195 -0.536 0.020 0.496
factor(worker_id)20:factor(category_id)2 100 0 0.038 0.214 -0.471 0.027 0.521
factor(worker_id)2:factor(category_id)3 100 0 -0.001 0.198 -0.638 0.011 0.522
factor(worker_id)3:factor(category_id)3 100 0 0.025 0.214 -0.452 0.072 0.501
factor(worker_id)4:factor(category_id)3 100 0 -0.012 0.194 -0.641 -0.012 0.446
factor(worker_id)5:factor(category_id)3 100 0 -0.006 0.196 -0.500 -0.001 0.417
factor(worker_id)6:factor(category_id)3 100 0 0.029 0.202 -0.587 0.054 0.452
factor(worker_id)7:factor(category_id)3 100 0 -0.003 0.215 -0.565 0.021 0.480
factor(worker_id)8:factor(category_id)3 100 0 0.029 0.200 -0.487 0.018 0.415
factor(worker_id)9:factor(category_id)3 100 0 0.027 0.203 -0.442 0.015 0.431
factor(worker_id)10:factor(category_id)3 100 0 0.030 0.207 -0.525 0.035 0.512
factor(worker_id)11:factor(category_id)3 100 0 0.009 0.176 -0.404 0.011 0.438
factor(worker_id)12:factor(category_id)3 100 0 0.026 0.199 -0.454 0.024 0.508
factor(worker_id)13:factor(category_id)3 100 0 0.033 0.208 -0.498 0.063 0.590
factor(worker_id)14:factor(category_id)3 100 0 0.001 0.204 -0.581 -0.009 0.413
factor(worker_id)15:factor(category_id)3 100 0 0.022 0.205 -0.393 0.007 0.693
factor(worker_id)16:factor(category_id)3 100 0 0.006 0.191 -0.437 -0.008 0.460
factor(worker_id)17:factor(category_id)3 100 0 0.016 0.217 -0.472 0.020 0.565
factor(worker_id)18:factor(category_id)3 100 0 0.019 0.197 -0.492 0.017 0.493
factor(worker_id)19:factor(category_id)3 100 0 0.012 0.202 -0.512 0.024 0.542
factor(worker_id)20:factor(category_id)3 100 0 0.043 0.200 -0.578 0.061 0.431
factor(worker_id)2:factor(category_id)4 100 0 -0.004 0.195 -0.501 -0.023 0.459
factor(worker_id)3:factor(category_id)4 100 0 0.005 0.202 -0.348 0.010 0.566
factor(worker_id)4:factor(category_id)4 100 0 -0.009 0.214 -0.676 -0.027 0.534
factor(worker_id)5:factor(category_id)4 100 0 0.021 0.206 -0.488 0.026 0.484
factor(worker_id)6:factor(category_id)4 100 0 0.021 0.230 -0.429 0.016 0.535
factor(worker_id)7:factor(category_id)4 100 0 0.015 0.207 -0.471 0.000 0.617
factor(worker_id)8:factor(category_id)4 100 0 0.031 0.188 -0.420 0.004 0.617
factor(worker_id)9:factor(category_id)4 100 0 0.006 0.188 -0.473 -0.005 0.454
factor(worker_id)10:factor(category_id)4 100 0 0.036 0.205 -0.446 0.065 0.571
factor(worker_id)11:factor(category_id)4 100 0 0.014 0.183 -0.418 0.013 0.517
factor(worker_id)12:factor(category_id)4 100 0 0.009 0.191 -0.423 0.018 0.412
factor(worker_id)13:factor(category_id)4 100 0 0.026 0.208 -0.441 0.046 0.478
factor(worker_id)14:factor(category_id)4 100 0 0.006 0.209 -0.464 -0.003 0.552
factor(worker_id)15:factor(category_id)4 100 0 0.015 0.206 -0.480 -0.012 0.426
factor(worker_id)16:factor(category_id)4 100 0 0.014 0.211 -0.556 -0.012 0.509
factor(worker_id)17:factor(category_id)4 100 0 0.023 0.188 -0.399 0.008 0.471
factor(worker_id)18:factor(category_id)4 100 0 0.009 0.205 -0.627 0.039 0.430
factor(worker_id)19:factor(category_id)4 100 0 0.028 0.215 -0.542 0.011 0.507
factor(worker_id)20:factor(category_id)4 100 0 0.020 0.187 -0.404 0.003 0.467
factor(worker_id)2:factor(category_id)5 100 0 0.007 0.197 -0.473 0.016 0.389
factor(worker_id)3:factor(category_id)5 100 0 0.017 0.224 -0.522 0.022 0.556
factor(worker_id)4:factor(category_id)5 100 0 -0.012 0.230 -0.545 -0.006 0.668
factor(worker_id)5:factor(category_id)5 100 0 0.016 0.211 -0.501 0.006 0.480
factor(worker_id)6:factor(category_id)5 100 0 0.019 0.208 -0.449 0.036 0.493
factor(worker_id)7:factor(category_id)5 100 0 0.022 0.207 -0.404 0.021 0.544
factor(worker_id)8:factor(category_id)5 100 0 0.027 0.202 -0.476 0.022 0.596
factor(worker_id)9:factor(category_id)5 100 0 0.019 0.201 -0.633 0.037 0.504
factor(worker_id)10:factor(category_id)5 100 0 0.028 0.223 -0.664 0.018 0.610
factor(worker_id)11:factor(category_id)5 100 0 0.013 0.204 -0.661 0.024 0.545
factor(worker_id)12:factor(category_id)5 100 0 0.033 0.200 -0.405 0.024 0.480
factor(worker_id)13:factor(category_id)5 100 0 0.016 0.211 -0.457 0.011 0.609
factor(worker_id)14:factor(category_id)5 100 0 -0.009 0.201 -0.538 -0.020 0.463
factor(worker_id)15:factor(category_id)5 100 0 0.014 0.188 -0.406 -0.006 0.445
factor(worker_id)16:factor(category_id)5 100 0 0.015 0.203 -0.470 0.018 0.546
factor(worker_id)17:factor(category_id)5 100 0 0.041 0.198 -0.501 0.029 0.573
factor(worker_id)18:factor(category_id)5 100 0 0.025 0.191 -0.382 0.006 0.519
factor(worker_id)19:factor(category_id)5 100 0 0.011 0.215 -0.497 0.006 0.631
factor(worker_id)20:factor(category_id)5 100 0 0.012 0.209 -0.515 -0.001 0.546

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(category_id)2 1
factor(category_id)3 0.77
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 1
factor(worker_id)8:factor(category_id)2 0.01
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 0
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 1
factor(worker_id)15:factor(category_id)2 0.02
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 1
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0.98
factor(worker_id)3:factor(category_id)3 1
factor(worker_id)4:factor(category_id)3 0.96
factor(worker_id)5:factor(category_id)3 0.48
factor(worker_id)6:factor(category_id)3 0
factor(worker_id)7:factor(category_id)3 1
factor(worker_id)8:factor(category_id)3 1
factor(worker_id)9:factor(category_id)3 0
factor(worker_id)10:factor(category_id)3 1
factor(worker_id)11:factor(category_id)3 1
factor(worker_id)12:factor(category_id)3 1
factor(worker_id)13:factor(category_id)3 1
factor(worker_id)14:factor(category_id)3 1
factor(worker_id)15:factor(category_id)3 1
factor(worker_id)16:factor(category_id)3 0.79
factor(worker_id)17:factor(category_id)3 1
factor(worker_id)18:factor(category_id)3 1
factor(worker_id)19:factor(category_id)3 0.05
factor(worker_id)20:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)3:factor(category_id)4 1
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0.89
factor(worker_id)6:factor(category_id)4 0
factor(worker_id)7:factor(category_id)4 1
factor(worker_id)8:factor(category_id)4 1
factor(worker_id)9:factor(category_id)4 0
factor(worker_id)10:factor(category_id)4 1
factor(worker_id)11:factor(category_id)4 0
factor(worker_id)12:factor(category_id)4 1
factor(worker_id)13:factor(category_id)4 1
factor(worker_id)14:factor(category_id)4 1
factor(worker_id)15:factor(category_id)4 1
factor(worker_id)16:factor(category_id)4 0
factor(worker_id)17:factor(category_id)4 1
factor(worker_id)18:factor(category_id)4 1
factor(worker_id)19:factor(category_id)4 0
factor(worker_id)20:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0.04
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)6:factor(category_id)5 0
factor(worker_id)7:factor(category_id)5 0.37
factor(worker_id)8:factor(category_id)5 0.14
factor(worker_id)9:factor(category_id)5 0
factor(worker_id)10:factor(category_id)5 0
factor(worker_id)11:factor(category_id)5 0.46
factor(worker_id)12:factor(category_id)5 0
factor(worker_id)13:factor(category_id)5 0
factor(worker_id)14:factor(category_id)5 1
factor(worker_id)15:factor(category_id)5 0
factor(worker_id)16:factor(category_id)5 0
factor(worker_id)17:factor(category_id)5 0
factor(worker_id)18:factor(category_id)5 1
factor(worker_id)19:factor(category_id)5 0
factor(worker_id)20:factor(category_id)5 0

Significant match effect number = 31 out of 76

num_process = 500, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.001 0.043 -0.092 0.003 0.099
factor(worker_id)2 100 0 0.001 0.064 -0.140 0.001 0.159
factor(worker_id)3 100 0 0.006 0.064 -0.148 0.006 0.154
factor(worker_id)4 100 0 0.001 0.060 -0.121 0.002 0.134
factor(worker_id)5 100 0 0.003 0.061 -0.150 0.003 0.145
factor(worker_id)6 100 0 -0.007 0.065 -0.140 -0.007 0.156
factor(worker_id)7 100 0 -0.007 0.061 -0.149 -0.008 0.131
factor(worker_id)8 100 0 0.003 0.059 -0.132 0.008 0.155
factor(worker_id)9 100 0 -0.002 0.056 -0.115 -0.003 0.130
factor(worker_id)10 100 0 -0.008 0.064 -0.185 -0.006 0.131
factor(worker_id)11 100 0 -0.001 0.059 -0.125 -0.002 0.202
factor(worker_id)12 100 0 0.003 0.061 -0.148 0.007 0.140
factor(worker_id)13 100 0 0.003 0.060 -0.177 0.013 0.134
factor(worker_id)14 100 0 0.003 0.062 -0.140 0.009 0.144
factor(worker_id)15 100 0 0.000 0.062 -0.138 -0.003 0.183
factor(worker_id)16 100 0 0.001 0.069 -0.157 -0.004 0.163
factor(worker_id)17 100 0 -0.010 0.068 -0.153 -0.010 0.157
factor(worker_id)18 100 0 0.008 0.054 -0.147 0.010 0.131
factor(worker_id)19 100 0 -0.002 0.063 -0.149 0.001 0.128
factor(worker_id)20 100 0 -0.002 0.060 -0.145 0.000 0.143
factor(category_id)2 100 0 -0.001 0.057 -0.117 -0.001 0.171
factor(category_id)3 100 0 0.005 0.066 -0.130 -0.004 0.162
factor(category_id)4 100 0 0.008 0.067 -0.177 0.007 0.186
factor(category_id)5 100 0 0.001 0.059 -0.157 0.004 0.149
factor(worker_id)2:factor(category_id)2 100 0 0.004 0.085 -0.206 0.004 0.199
factor(worker_id)3:factor(category_id)2 100 0 -0.005 0.089 -0.244 -0.003 0.233
factor(worker_id)4:factor(category_id)2 100 0 -0.003 0.090 -0.239 -0.004 0.216
factor(worker_id)5:factor(category_id)2 100 0 -0.002 0.086 -0.227 -0.004 0.176
factor(worker_id)6:factor(category_id)2 100 0 0.017 0.085 -0.171 0.025 0.213
factor(worker_id)7:factor(category_id)2 100 0 0.009 0.095 -0.282 0.010 0.268
factor(worker_id)8:factor(category_id)2 100 0 0.003 0.095 -0.268 0.006 0.244
factor(worker_id)9:factor(category_id)2 100 0 0.006 0.073 -0.174 0.002 0.198
factor(worker_id)10:factor(category_id)2 100 0 0.003 0.089 -0.188 0.000 0.263
factor(worker_id)11:factor(category_id)2 100 0 0.007 0.077 -0.222 0.008 0.194
factor(worker_id)12:factor(category_id)2 100 0 0.000 0.080 -0.160 -0.007 0.241
factor(worker_id)13:factor(category_id)2 100 0 0.008 0.077 -0.179 0.019 0.147
factor(worker_id)14:factor(category_id)2 100 0 -0.004 0.085 -0.169 -0.017 0.193
factor(worker_id)15:factor(category_id)2 100 0 0.002 0.089 -0.272 0.007 0.231
factor(worker_id)16:factor(category_id)2 100 0 -0.002 0.088 -0.175 -0.009 0.216
factor(worker_id)17:factor(category_id)2 100 0 0.008 0.089 -0.244 0.016 0.197
factor(worker_id)18:factor(category_id)2 100 0 -0.013 0.083 -0.248 -0.021 0.230
factor(worker_id)19:factor(category_id)2 100 0 0.004 0.086 -0.236 0.017 0.217
factor(worker_id)20:factor(category_id)2 100 0 0.003 0.085 -0.242 0.006 0.211
factor(worker_id)2:factor(category_id)3 100 0 -0.005 0.099 -0.241 -0.002 0.195
factor(worker_id)3:factor(category_id)3 100 0 -0.010 0.088 -0.200 -0.012 0.202
factor(worker_id)4:factor(category_id)3 100 0 -0.012 0.089 -0.273 -0.005 0.158
factor(worker_id)5:factor(category_id)3 100 0 -0.007 0.105 -0.251 -0.005 0.281
factor(worker_id)6:factor(category_id)3 100 0 -0.001 0.101 -0.273 0.007 0.186
factor(worker_id)7:factor(category_id)3 100 0 -0.005 0.088 -0.222 -0.013 0.215
factor(worker_id)8:factor(category_id)3 100 0 -0.005 0.087 -0.224 -0.016 0.219
factor(worker_id)9:factor(category_id)3 100 0 -0.009 0.086 -0.235 -0.014 0.201
factor(worker_id)10:factor(category_id)3 100 0 0.006 0.092 -0.241 0.011 0.281
factor(worker_id)11:factor(category_id)3 100 0 -0.004 0.092 -0.208 -0.014 0.249
factor(worker_id)12:factor(category_id)3 100 0 -0.006 0.095 -0.275 -0.009 0.201
factor(worker_id)13:factor(category_id)3 100 0 -0.006 0.098 -0.257 0.001 0.220
factor(worker_id)14:factor(category_id)3 100 0 -0.016 0.090 -0.243 -0.020 0.257
factor(worker_id)15:factor(category_id)3 100 0 -0.003 0.097 -0.226 0.006 0.272
factor(worker_id)16:factor(category_id)3 100 0 -0.007 0.094 -0.305 -0.006 0.264
factor(worker_id)17:factor(category_id)3 100 0 0.005 0.101 -0.314 0.003 0.214
factor(worker_id)18:factor(category_id)3 100 0 -0.001 0.084 -0.207 0.003 0.208
factor(worker_id)19:factor(category_id)3 100 0 -0.002 0.097 -0.223 -0.005 0.272
factor(worker_id)20:factor(category_id)3 100 0 -0.002 0.097 -0.235 0.007 0.200
factor(worker_id)2:factor(category_id)4 100 0 -0.009 0.095 -0.303 -0.003 0.211
factor(worker_id)3:factor(category_id)4 100 0 -0.015 0.094 -0.267 -0.007 0.181
factor(worker_id)4:factor(category_id)4 100 0 -0.001 0.095 -0.236 0.004 0.267
factor(worker_id)5:factor(category_id)4 100 0 -0.016 0.095 -0.308 -0.011 0.244
factor(worker_id)6:factor(category_id)4 100 0 0.005 0.094 -0.256 0.004 0.218
factor(worker_id)7:factor(category_id)4 100 0 -0.007 0.095 -0.269 -0.009 0.274
factor(worker_id)8:factor(category_id)4 100 0 -0.012 0.093 -0.282 -0.004 0.208
factor(worker_id)9:factor(category_id)4 100 0 -0.017 0.090 -0.306 -0.004 0.162
factor(worker_id)10:factor(category_id)4 100 0 -0.002 0.093 -0.221 -0.003 0.249
factor(worker_id)11:factor(category_id)4 100 0 -0.003 0.089 -0.253 0.007 0.185
factor(worker_id)12:factor(category_id)4 100 0 -0.014 0.090 -0.286 -0.011 0.196
factor(worker_id)13:factor(category_id)4 100 0 -0.007 0.092 -0.201 -0.016 0.218
factor(worker_id)14:factor(category_id)4 100 0 -0.007 0.093 -0.363 0.000 0.176
factor(worker_id)15:factor(category_id)4 100 0 -0.004 0.094 -0.233 -0.003 0.226
factor(worker_id)16:factor(category_id)4 100 0 -0.017 0.100 -0.230 -0.020 0.229
factor(worker_id)17:factor(category_id)4 100 0 -0.003 0.093 -0.305 -0.012 0.236
factor(worker_id)18:factor(category_id)4 100 0 -0.020 0.082 -0.207 -0.011 0.208
factor(worker_id)19:factor(category_id)4 100 0 -0.004 0.096 -0.311 -0.009 0.265
factor(worker_id)20:factor(category_id)4 100 0 -0.008 0.095 -0.258 -0.009 0.204
factor(worker_id)2:factor(category_id)5 100 0 0.002 0.093 -0.229 -0.004 0.239
factor(worker_id)3:factor(category_id)5 100 0 -0.002 0.084 -0.199 -0.004 0.174
factor(worker_id)4:factor(category_id)5 100 0 -0.009 0.079 -0.196 -0.010 0.215
factor(worker_id)5:factor(category_id)5 100 0 -0.010 0.093 -0.224 -0.028 0.251
factor(worker_id)6:factor(category_id)5 100 0 0.003 0.089 -0.265 0.018 0.220
factor(worker_id)7:factor(category_id)5 100 0 -0.001 0.080 -0.190 -0.006 0.185
factor(worker_id)8:factor(category_id)5 100 0 -0.008 0.085 -0.226 -0.021 0.227
factor(worker_id)9:factor(category_id)5 100 0 0.009 0.089 -0.277 0.014 0.304
factor(worker_id)10:factor(category_id)5 100 0 0.010 0.089 -0.182 0.015 0.218
factor(worker_id)11:factor(category_id)5 100 0 0.008 0.091 -0.289 0.016 0.265
factor(worker_id)12:factor(category_id)5 100 0 -0.013 0.082 -0.219 -0.008 0.223
factor(worker_id)13:factor(category_id)5 100 0 -0.013 0.092 -0.289 -0.016 0.231
factor(worker_id)14:factor(category_id)5 100 0 0.010 0.093 -0.216 0.009 0.199
factor(worker_id)15:factor(category_id)5 100 0 0.003 0.091 -0.230 -0.006 0.258
factor(worker_id)16:factor(category_id)5 100 0 -0.004 0.087 -0.208 -0.005 0.216
factor(worker_id)17:factor(category_id)5 100 0 0.000 0.100 -0.264 0.012 0.329
factor(worker_id)18:factor(category_id)5 100 0 -0.009 0.084 -0.226 -0.017 0.179
factor(worker_id)19:factor(category_id)5 100 0 -0.006 0.092 -0.278 -0.015 0.188
factor(worker_id)20:factor(category_id)5 100 0 -0.002 0.091 -0.279 -0.014 0.210

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(category_id)2 0
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0.86
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)6:factor(category_id)2 1
factor(worker_id)7:factor(category_id)2 0.23
factor(worker_id)8:factor(category_id)2 1
factor(worker_id)9:factor(category_id)2 1
factor(worker_id)10:factor(category_id)2 1
factor(worker_id)11:factor(category_id)2 1
factor(worker_id)12:factor(category_id)2 0
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 1
factor(worker_id)15:factor(category_id)2 0.13
factor(worker_id)16:factor(category_id)2 1
factor(worker_id)17:factor(category_id)2 1
factor(worker_id)18:factor(category_id)2 1
factor(worker_id)19:factor(category_id)2 1
factor(worker_id)20:factor(category_id)2 1
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0.6
factor(worker_id)6:factor(category_id)3 0
factor(worker_id)7:factor(category_id)3 0
factor(worker_id)8:factor(category_id)3 0.78
factor(worker_id)9:factor(category_id)3 0.89
factor(worker_id)10:factor(category_id)3 1
factor(worker_id)11:factor(category_id)3 1
factor(worker_id)12:factor(category_id)3 0
factor(worker_id)13:factor(category_id)3 0
factor(worker_id)14:factor(category_id)3 0
factor(worker_id)15:factor(category_id)3 0
factor(worker_id)16:factor(category_id)3 0
factor(worker_id)17:factor(category_id)3 1
factor(worker_id)18:factor(category_id)3 0
factor(worker_id)19:factor(category_id)3 1
factor(worker_id)20:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0.83
factor(worker_id)6:factor(category_id)4 0
factor(worker_id)7:factor(category_id)4 0
factor(worker_id)8:factor(category_id)4 0.37
factor(worker_id)9:factor(category_id)4 0.61
factor(worker_id)10:factor(category_id)4 0
factor(worker_id)11:factor(category_id)4 0
factor(worker_id)12:factor(category_id)4 0
factor(worker_id)13:factor(category_id)4 0
factor(worker_id)14:factor(category_id)4 0
factor(worker_id)15:factor(category_id)4 0
factor(worker_id)16:factor(category_id)4 0
factor(worker_id)17:factor(category_id)4 1
factor(worker_id)18:factor(category_id)4 0
factor(worker_id)19:factor(category_id)4 0.01
factor(worker_id)20:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 1
factor(worker_id)5:factor(category_id)5 1
factor(worker_id)6:factor(category_id)5 0
factor(worker_id)7:factor(category_id)5 0
factor(worker_id)8:factor(category_id)5 0
factor(worker_id)9:factor(category_id)5 1
factor(worker_id)10:factor(category_id)5 1
factor(worker_id)11:factor(category_id)5 0.1
factor(worker_id)12:factor(category_id)5 0
factor(worker_id)13:factor(category_id)5 0
factor(worker_id)14:factor(category_id)5 0.23
factor(worker_id)15:factor(category_id)5 0
factor(worker_id)16:factor(category_id)5 0
factor(worker_id)17:factor(category_id)5 1
factor(worker_id)18:factor(category_id)5 0.71
factor(worker_id)19:factor(category_id)5 0
factor(worker_id)20:factor(category_id)5 0

Significant match effect number = 28 out of 76

worker=30 category=2 data

num_process = 10, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.009 0.291 -0.867 0.000 0.653
factor(worker_id)2 100 0 0.006 0.423 -0.945 -0.013 1.361
factor(worker_id)3 100 0 -0.035 0.447 -1.070 -0.023 1.032
factor(worker_id)4 100 0 0.015 0.442 -0.904 0.031 1.432
factor(worker_id)5 100 0 -0.016 0.449 -1.038 -0.011 1.276
factor(worker_id)6 100 0 0.008 0.446 -1.016 -0.036 0.962
factor(worker_id)7 100 0 0.059 0.390 -0.890 0.089 1.264
factor(worker_id)8 100 0 -0.002 0.393 -0.827 0.015 1.086
factor(worker_id)9 100 0 0.016 0.398 -1.175 -0.026 1.161
factor(worker_id)10 100 0 -0.026 0.431 -0.978 -0.066 1.293
factor(worker_id)11 100 0 -0.061 0.437 -1.093 -0.035 0.996
factor(worker_id)12 100 0 0.040 0.482 -1.156 0.019 1.220
factor(worker_id)13 100 0 0.032 0.412 -0.947 0.064 1.161
factor(worker_id)14 100 0 0.008 0.417 -1.216 0.035 1.141
factor(worker_id)15 100 0 0.000 0.437 -0.914 -0.025 1.398
factor(worker_id)16 100 0 -0.009 0.489 -0.982 0.000 1.874
factor(worker_id)17 100 0 0.066 0.440 -0.801 0.010 1.244
factor(worker_id)18 100 0 0.037 0.441 -1.074 0.055 1.050
factor(worker_id)19 100 0 -0.009 0.434 -1.401 0.007 1.336
factor(worker_id)20 100 0 0.029 0.406 -1.100 0.017 0.937
factor(worker_id)21 100 0 -0.060 0.399 -1.036 -0.015 0.903
factor(worker_id)22 100 0 0.023 0.448 -1.329 -0.003 1.051
factor(worker_id)23 100 0 -0.014 0.443 -1.049 -0.013 1.110
factor(worker_id)24 100 0 0.032 0.419 -0.864 0.002 1.130
factor(worker_id)25 100 0 0.010 0.455 -0.887 -0.059 1.005
factor(worker_id)26 100 0 0.020 0.406 -1.080 -0.018 1.285
factor(worker_id)27 100 0 0.037 0.414 -0.939 0.005 1.216
factor(worker_id)28 100 0 0.012 0.440 -1.112 0.041 0.907
factor(worker_id)29 100 0 -0.062 0.428 -1.386 -0.051 1.042
factor(worker_id)30 100 0 -0.035 0.426 -0.967 -0.037 1.237
factor(category_id)2 100 0 -0.012 0.391 -1.102 -0.015 0.984
factor(worker_id)2:factor(category_id)2 100 0 0.025 0.534 -1.090 0.039 1.531
factor(worker_id)3:factor(category_id)2 100 0 0.082 0.571 -1.191 0.067 1.528
factor(worker_id)4:factor(category_id)2 100 0 0.017 0.599 -1.655 0.014 1.661
factor(worker_id)5:factor(category_id)2 100 0 -0.013 0.597 -1.573 0.004 1.225
factor(worker_id)6:factor(category_id)2 100 0 0.041 0.594 -1.204 -0.015 1.408
factor(worker_id)7:factor(category_id)2 100 0 -0.019 0.554 -1.498 0.022 1.713
factor(worker_id)8:factor(category_id)2 100 0 0.049 0.615 -1.703 0.074 1.492
factor(worker_id)9:factor(category_id)2 100 0 -0.046 0.633 -1.783 -0.029 1.522
factor(worker_id)10:factor(category_id)2 100 0 0.028 0.547 -1.539 0.063 1.419
factor(worker_id)11:factor(category_id)2 100 0 0.116 0.585 -1.529 0.159 1.439
factor(worker_id)12:factor(category_id)2 100 0 0.026 0.608 -1.550 0.034 1.530
factor(worker_id)13:factor(category_id)2 100 0 0.001 0.586 -1.485 0.030 1.358
factor(worker_id)14:factor(category_id)2 100 0 0.026 0.599 -1.608 0.047 1.765
factor(worker_id)15:factor(category_id)2 100 0 0.026 0.630 -1.113 -0.031 1.523
factor(worker_id)16:factor(category_id)2 100 0 -0.009 0.662 -1.826 0.003 1.575
factor(worker_id)17:factor(category_id)2 100 0 -0.053 0.565 -1.345 0.019 1.256
factor(worker_id)18:factor(category_id)2 100 0 0.009 0.574 -1.483 -0.084 1.695
factor(worker_id)19:factor(category_id)2 100 0 0.028 0.559 -1.569 -0.035 1.338
factor(worker_id)20:factor(category_id)2 100 0 -0.026 0.582 -1.327 -0.033 1.307
factor(worker_id)21:factor(category_id)2 100 0 0.095 0.618 -1.149 0.045 1.805
factor(worker_id)22:factor(category_id)2 100 0 0.014 0.579 -1.700 0.031 1.187
factor(worker_id)23:factor(category_id)2 100 0 0.017 0.649 -1.847 0.029 1.476
factor(worker_id)24:factor(category_id)2 100 0 0.001 0.551 -1.470 0.019 1.515
factor(worker_id)25:factor(category_id)2 100 0 -0.029 0.613 -1.337 -0.075 1.613
factor(worker_id)26:factor(category_id)2 100 0 0.001 0.566 -1.783 0.071 1.369
factor(worker_id)27:factor(category_id)2 100 0 0.020 0.587 -1.651 0.037 1.300
factor(worker_id)28:factor(category_id)2 100 0 0.017 0.557 -1.306 0.015 1.671
factor(worker_id)29:factor(category_id)2 100 0 0.050 0.603 -1.638 0.057 1.716
factor(worker_id)30:factor(category_id)2 100 0 0.011 0.605 -1.613 -0.005 1.476

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.15
factor(worker_id)3 0.56
factor(worker_id)4 0.71
factor(worker_id)5 0.64
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(category_id)2 0.99
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0.82
factor(worker_id)4:factor(category_id)2 0.02
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0.01
factor(worker_id)9:factor(category_id)2 0.01
factor(worker_id)10:factor(category_id)2 0.92
factor(worker_id)11:factor(category_id)2 0.73
factor(worker_id)12:factor(category_id)2 0.48
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 0
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 0.01
factor(worker_id)20:factor(category_id)2 0
factor(worker_id)21:factor(category_id)2 0.03
factor(worker_id)22:factor(category_id)2 0
factor(worker_id)23:factor(category_id)2 0
factor(worker_id)24:factor(category_id)2 0.1
factor(worker_id)25:factor(category_id)2 0
factor(worker_id)26:factor(category_id)2 0
factor(worker_id)27:factor(category_id)2 0
factor(worker_id)28:factor(category_id)2 0.1
factor(worker_id)29:factor(category_id)2 0
factor(worker_id)30:factor(category_id)2 0.12

Significant match effect number = 3 out of 29

num_process = 20, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.025 0.217 -0.387 0.015 0.639
factor(worker_id)2 100 0 -0.039 0.318 -0.831 -0.026 0.652
factor(worker_id)3 100 0 -0.055 0.298 -0.853 -0.040 0.809
factor(worker_id)4 100 0 -0.005 0.309 -0.948 0.011 0.656
factor(worker_id)5 100 0 -0.010 0.337 -0.839 0.058 0.705
factor(worker_id)6 100 0 -0.018 0.317 -0.816 0.023 0.702
factor(worker_id)7 100 0 0.001 0.342 -0.719 -0.008 0.854
factor(worker_id)8 100 0 -0.048 0.305 -0.606 -0.038 0.791
factor(worker_id)9 100 0 -0.044 0.299 -1.045 -0.018 0.617
factor(worker_id)10 100 0 -0.031 0.328 -0.813 0.001 0.679
factor(worker_id)11 100 0 -0.011 0.318 -1.163 0.006 0.687
factor(worker_id)12 100 0 -0.068 0.314 -1.006 -0.071 0.627
factor(worker_id)13 100 0 -0.039 0.311 -0.878 -0.039 0.737
factor(worker_id)14 100 0 -0.042 0.300 -0.778 0.012 0.640
factor(worker_id)15 100 0 -0.046 0.308 -0.876 -0.029 0.650
factor(worker_id)16 100 0 0.010 0.330 -0.782 0.052 0.622
factor(worker_id)17 100 0 0.010 0.323 -0.667 -0.024 0.721
factor(worker_id)18 100 0 -0.034 0.292 -0.771 -0.030 0.508
factor(worker_id)19 100 0 -0.022 0.293 -0.736 0.012 0.672
factor(worker_id)20 100 0 -0.044 0.341 -0.997 -0.074 0.656
factor(worker_id)21 100 0 -0.010 0.335 -0.880 0.003 0.718
factor(worker_id)22 100 0 -0.008 0.328 -1.045 -0.013 0.722
factor(worker_id)23 100 0 0.008 0.332 -1.057 0.026 0.718
factor(worker_id)24 100 0 -0.017 0.290 -0.719 -0.014 0.749
factor(worker_id)25 100 0 0.021 0.296 -0.807 0.068 0.594
factor(worker_id)26 100 0 -0.050 0.288 -0.616 -0.066 0.533
factor(worker_id)27 100 0 -0.007 0.299 -1.005 0.029 0.680
factor(worker_id)28 100 0 -0.032 0.319 -0.817 -0.040 0.951
factor(worker_id)29 100 0 -0.018 0.321 -1.054 -0.009 0.706
factor(worker_id)30 100 0 -0.044 0.302 -0.686 -0.021 0.618
factor(category_id)2 100 0 -0.039 0.288 -0.820 0.000 0.870
factor(worker_id)2:factor(category_id)2 100 0 0.033 0.402 -0.941 -0.017 0.960
factor(worker_id)3:factor(category_id)2 100 0 0.106 0.375 -0.967 0.114 0.930
factor(worker_id)4:factor(category_id)2 100 0 0.009 0.448 -1.634 -0.036 0.905
factor(worker_id)5:factor(category_id)2 100 0 0.019 0.481 -1.338 -0.002 1.068
factor(worker_id)6:factor(category_id)2 100 0 0.032 0.436 -0.930 -0.017 1.321
factor(worker_id)7:factor(category_id)2 100 0 0.011 0.452 -0.982 -0.018 1.003
factor(worker_id)8:factor(category_id)2 100 0 0.017 0.413 -1.010 0.013 1.098
factor(worker_id)9:factor(category_id)2 100 0 0.064 0.463 -1.136 0.111 1.618
factor(worker_id)10:factor(category_id)2 100 0 0.056 0.397 -0.715 0.026 1.051
factor(worker_id)11:factor(category_id)2 100 0 0.044 0.397 -0.869 0.003 1.079
factor(worker_id)12:factor(category_id)2 100 0 0.101 0.445 -0.905 0.114 1.795
factor(worker_id)13:factor(category_id)2 100 0 0.053 0.419 -1.181 0.047 1.070
factor(worker_id)14:factor(category_id)2 100 0 0.062 0.422 -1.241 0.072 1.207
factor(worker_id)15:factor(category_id)2 100 0 0.066 0.403 -0.948 0.057 0.919
factor(worker_id)16:factor(category_id)2 100 0 -0.029 0.416 -0.853 -0.033 1.181
factor(worker_id)17:factor(category_id)2 100 0 -0.011 0.399 -1.117 -0.018 1.090
factor(worker_id)18:factor(category_id)2 100 0 0.020 0.376 -0.811 0.003 1.470
factor(worker_id)19:factor(category_id)2 100 0 0.057 0.404 -0.849 0.038 1.073
factor(worker_id)20:factor(category_id)2 100 0 0.060 0.453 -1.290 0.075 1.076
factor(worker_id)21:factor(category_id)2 100 0 0.042 0.424 -0.875 0.020 1.111
factor(worker_id)22:factor(category_id)2 100 0 0.056 0.422 -0.888 0.062 1.087
factor(worker_id)23:factor(category_id)2 100 0 -0.010 0.417 -0.910 -0.031 1.095
factor(worker_id)24:factor(category_id)2 100 0 0.037 0.389 -0.814 0.040 0.914
factor(worker_id)25:factor(category_id)2 100 0 -0.002 0.430 -1.045 -0.074 1.209
factor(worker_id)26:factor(category_id)2 100 0 0.075 0.381 -0.881 0.054 0.932
factor(worker_id)27:factor(category_id)2 100 0 -0.025 0.411 -1.124 -0.047 1.130
factor(worker_id)28:factor(category_id)2 100 0 0.077 0.452 -0.877 0.102 1.142
factor(worker_id)29:factor(category_id)2 100 0 0.010 0.401 -0.986 0.004 0.777
factor(worker_id)30:factor(category_id)2 100 0 0.071 0.442 -0.892 -0.016 1.337

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0.59
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 0.3
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 0
factor(worker_id)16:factor(category_id)2 0.15
factor(worker_id)17:factor(category_id)2 0.2
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 0.97
factor(worker_id)21:factor(category_id)2 0.05
factor(worker_id)22:factor(category_id)2 0.02
factor(worker_id)23:factor(category_id)2 0
factor(worker_id)24:factor(category_id)2 0.24
factor(worker_id)25:factor(category_id)2 0
factor(worker_id)26:factor(category_id)2 0
factor(worker_id)27:factor(category_id)2 0
factor(worker_id)28:factor(category_id)2 0.56
factor(worker_id)29:factor(category_id)2 0
factor(worker_id)30:factor(category_id)2 0

Significant match effect number = 1 out of 29

num_process = 30, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.015 0.166 -0.488 -0.016 0.447
factor(worker_id)2 100 0 0.032 0.254 -0.862 0.039 0.766
factor(worker_id)3 100 0 -0.012 0.241 -0.561 -0.023 0.588
factor(worker_id)4 100 0 0.026 0.248 -0.499 0.023 0.625
factor(worker_id)5 100 0 -0.006 0.249 -0.649 0.001 0.510
factor(worker_id)6 100 0 0.026 0.211 -0.525 0.041 0.585
factor(worker_id)7 100 0 0.018 0.262 -0.598 0.025 0.793
factor(worker_id)8 100 0 0.023 0.264 -0.804 0.028 0.793
factor(worker_id)9 100 0 0.000 0.249 -0.478 -0.012 0.681
factor(worker_id)10 100 0 -0.001 0.228 -0.526 -0.014 0.577
factor(worker_id)11 100 0 0.007 0.254 -0.636 -0.026 0.675
factor(worker_id)12 100 0 0.034 0.249 -0.552 0.054 0.712
factor(worker_id)13 100 0 -0.008 0.238 -0.680 -0.008 0.654
factor(worker_id)14 100 0 0.013 0.226 -0.813 0.029 0.499
factor(worker_id)15 100 0 -0.001 0.238 -0.666 0.014 0.660
factor(worker_id)16 100 0 0.036 0.217 -0.482 0.043 0.491
factor(worker_id)17 100 0 0.019 0.274 -0.558 0.006 0.652
factor(worker_id)18 100 0 0.010 0.276 -0.655 0.024 0.683
factor(worker_id)19 100 0 0.012 0.260 -0.588 -0.006 0.673
factor(worker_id)20 100 0 -0.019 0.269 -0.668 -0.022 0.683
factor(worker_id)21 100 0 -0.005 0.241 -0.456 -0.044 0.601
factor(worker_id)22 100 0 0.007 0.231 -0.539 0.025 0.739
factor(worker_id)23 100 0 0.036 0.251 -0.538 0.004 0.701
factor(worker_id)24 100 0 0.016 0.230 -0.588 0.012 0.597
factor(worker_id)25 100 0 0.005 0.261 -0.765 0.009 0.624
factor(worker_id)26 100 0 0.050 0.238 -0.436 0.020 0.615
factor(worker_id)27 100 0 -0.002 0.282 -0.654 -0.014 0.638
factor(worker_id)28 100 0 0.031 0.231 -0.407 0.025 0.564
factor(worker_id)29 100 0 0.002 0.271 -0.746 0.019 0.512
factor(worker_id)30 100 0 0.011 0.253 -0.713 -0.029 0.681
factor(category_id)2 100 0 0.000 0.238 -0.616 0.010 0.669
factor(worker_id)2:factor(category_id)2 100 0 -0.012 0.360 -0.868 -0.006 0.897
factor(worker_id)3:factor(category_id)2 100 0 0.028 0.329 -0.687 0.031 0.705
factor(worker_id)4:factor(category_id)2 100 0 -0.039 0.345 -1.071 -0.055 0.697
factor(worker_id)5:factor(category_id)2 100 0 0.050 0.315 -0.677 0.013 1.044
factor(worker_id)6:factor(category_id)2 100 0 -0.022 0.309 -0.738 -0.013 0.758
factor(worker_id)7:factor(category_id)2 100 0 0.025 0.398 -1.216 0.020 1.033
factor(worker_id)8:factor(category_id)2 100 0 -0.007 0.351 -1.022 0.010 0.997
factor(worker_id)9:factor(category_id)2 100 0 0.005 0.334 -0.698 0.004 0.748
factor(worker_id)10:factor(category_id)2 100 0 -0.011 0.353 -1.031 -0.012 0.834
factor(worker_id)11:factor(category_id)2 100 0 -0.012 0.373 -1.033 0.035 1.012
factor(worker_id)12:factor(category_id)2 100 0 -0.036 0.367 -0.903 -0.039 0.838
factor(worker_id)13:factor(category_id)2 100 0 0.010 0.336 -0.788 0.034 0.864
factor(worker_id)14:factor(category_id)2 100 0 0.026 0.382 -0.817 0.014 1.188
factor(worker_id)15:factor(category_id)2 100 0 0.015 0.335 -0.835 0.000 0.725
factor(worker_id)16:factor(category_id)2 100 0 -0.039 0.333 -0.942 0.011 0.818
factor(worker_id)17:factor(category_id)2 100 0 0.008 0.368 -0.971 0.033 0.864
factor(worker_id)18:factor(category_id)2 100 0 -0.003 0.324 -0.683 0.017 0.865
factor(worker_id)19:factor(category_id)2 100 0 0.013 0.343 -0.852 -0.029 0.791
factor(worker_id)20:factor(category_id)2 100 0 0.035 0.377 -0.866 -0.005 0.900
factor(worker_id)21:factor(category_id)2 100 0 0.012 0.355 -1.033 0.042 0.733
factor(worker_id)22:factor(category_id)2 100 0 -0.024 0.333 -0.732 -0.072 0.759
factor(worker_id)23:factor(category_id)2 100 0 0.002 0.343 -0.859 0.015 0.870
factor(worker_id)24:factor(category_id)2 100 0 0.004 0.359 -0.915 -0.024 0.925
factor(worker_id)25:factor(category_id)2 100 0 0.016 0.370 -0.745 0.050 0.938
factor(worker_id)26:factor(category_id)2 100 0 0.014 0.344 -0.855 0.012 0.838
factor(worker_id)27:factor(category_id)2 100 0 0.056 0.404 -1.236 0.014 1.181
factor(worker_id)28:factor(category_id)2 100 0 -0.013 0.328 -0.854 0.020 0.806
factor(worker_id)29:factor(category_id)2 100 0 0.026 0.368 -0.812 0.033 0.945
factor(worker_id)30:factor(category_id)2 100 0 0.000 0.354 -0.874 0.003 1.163

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.16
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(category_id)2 0.02
factor(worker_id)2:factor(category_id)2 0.76
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0.49
factor(worker_id)5:factor(category_id)2 0.39
factor(worker_id)6:factor(category_id)2 0.64
factor(worker_id)7:factor(category_id)2 1
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0.88
factor(worker_id)10:factor(category_id)2 1
factor(worker_id)11:factor(category_id)2 0.01
factor(worker_id)12:factor(category_id)2 1
factor(worker_id)13:factor(category_id)2 1
factor(worker_id)14:factor(category_id)2 1
factor(worker_id)15:factor(category_id)2 1
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 1
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 1
factor(worker_id)20:factor(category_id)2 0
factor(worker_id)21:factor(category_id)2 0
factor(worker_id)22:factor(category_id)2 0.47
factor(worker_id)23:factor(category_id)2 1
factor(worker_id)24:factor(category_id)2 0.49
factor(worker_id)25:factor(category_id)2 0
factor(worker_id)26:factor(category_id)2 0.5
factor(worker_id)27:factor(category_id)2 0.23
factor(worker_id)28:factor(category_id)2 0.81
factor(worker_id)29:factor(category_id)2 0.05
factor(worker_id)30:factor(category_id)2 1

Significant match effect number = 12 out of 29

num_process = 40, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.008 0.155 -0.417 -0.004 0.391
factor(worker_id)2 100 0 0.026 0.192 -0.551 0.032 0.487
factor(worker_id)3 100 0 0.011 0.254 -0.571 0.009 0.506
factor(worker_id)4 100 0 -0.002 0.212 -0.592 0.002 0.504
factor(worker_id)5 100 0 0.013 0.211 -0.452 -0.003 0.458
factor(worker_id)6 100 0 0.016 0.217 -0.544 0.009 0.454
factor(worker_id)7 100 0 0.020 0.211 -0.402 0.017 0.608
factor(worker_id)8 100 0 -0.002 0.199 -0.515 -0.001 0.427
factor(worker_id)9 100 0 0.029 0.217 -0.446 0.039 0.661
factor(worker_id)10 100 0 -0.018 0.232 -0.503 -0.032 0.849
factor(worker_id)11 100 0 -0.024 0.214 -0.497 -0.022 0.523
factor(worker_id)12 100 0 0.015 0.241 -0.595 0.048 0.535
factor(worker_id)13 100 0 0.020 0.190 -0.436 0.020 0.512
factor(worker_id)14 100 0 0.018 0.230 -0.632 0.037 0.525
factor(worker_id)15 100 0 0.027 0.252 -0.490 0.033 0.600
factor(worker_id)16 100 0 0.007 0.234 -0.661 0.021 0.604
factor(worker_id)17 100 0 0.009 0.238 -0.502 0.015 0.898
factor(worker_id)18 100 0 0.027 0.192 -0.457 0.047 0.461
factor(worker_id)19 100 0 0.002 0.220 -0.642 0.011 0.435
factor(worker_id)20 100 0 0.029 0.211 -0.477 0.020 0.546
factor(worker_id)21 100 0 -0.009 0.227 -0.514 -0.017 0.590
factor(worker_id)22 100 0 0.023 0.205 -0.618 0.038 0.479
factor(worker_id)23 100 0 0.012 0.241 -0.551 0.028 0.714
factor(worker_id)24 100 0 -0.005 0.214 -0.604 0.001 0.421
factor(worker_id)25 100 0 0.001 0.211 -0.604 0.012 0.591
factor(worker_id)26 100 0 0.014 0.220 -0.579 0.027 0.694
factor(worker_id)27 100 0 0.000 0.227 -0.661 0.001 0.662
factor(worker_id)28 100 0 -0.002 0.222 -0.495 -0.004 0.565
factor(worker_id)29 100 0 -0.022 0.232 -0.586 -0.002 0.491
factor(worker_id)30 100 0 0.001 0.202 -0.490 0.003 0.772
factor(category_id)2 100 0 -0.002 0.209 -0.457 -0.019 0.515
factor(worker_id)2:factor(category_id)2 100 0 -0.032 0.271 -0.747 -0.015 0.614
factor(worker_id)3:factor(category_id)2 100 0 -0.019 0.352 -0.858 -0.008 0.789
factor(worker_id)4:factor(category_id)2 100 0 0.012 0.326 -0.854 0.021 1.046
factor(worker_id)5:factor(category_id)2 100 0 0.003 0.300 -0.825 0.020 0.659
factor(worker_id)6:factor(category_id)2 100 0 -0.001 0.315 -0.855 -0.033 0.756
factor(worker_id)7:factor(category_id)2 100 0 0.020 0.303 -0.656 0.032 0.709
factor(worker_id)8:factor(category_id)2 100 0 0.009 0.305 -0.936 0.018 0.619
factor(worker_id)9:factor(category_id)2 100 0 0.007 0.278 -0.657 0.025 0.551
factor(worker_id)10:factor(category_id)2 100 0 0.045 0.322 -0.844 0.090 0.679
factor(worker_id)11:factor(category_id)2 100 0 0.050 0.341 -0.933 0.070 0.774
factor(worker_id)12:factor(category_id)2 100 0 0.021 0.337 -0.909 0.011 0.853
factor(worker_id)13:factor(category_id)2 100 0 -0.002 0.287 -0.604 0.009 0.488
factor(worker_id)14:factor(category_id)2 100 0 0.000 0.268 -0.708 0.008 0.601
factor(worker_id)15:factor(category_id)2 100 0 -0.012 0.326 -0.670 -0.004 0.967
factor(worker_id)16:factor(category_id)2 100 0 0.009 0.314 -0.701 0.007 0.811
factor(worker_id)17:factor(category_id)2 100 0 -0.012 0.320 -1.262 0.004 0.789
factor(worker_id)18:factor(category_id)2 100 0 -0.012 0.297 -0.838 -0.038 0.746
factor(worker_id)19:factor(category_id)2 100 0 0.012 0.306 -0.960 0.014 0.698
factor(worker_id)20:factor(category_id)2 100 0 -0.018 0.293 -0.658 -0.027 0.601
factor(worker_id)21:factor(category_id)2 100 0 0.043 0.352 -0.993 0.030 0.967
factor(worker_id)22:factor(category_id)2 100 0 -0.031 0.286 -0.626 -0.040 0.915
factor(worker_id)23:factor(category_id)2 100 0 0.028 0.335 -0.850 0.063 0.856
factor(worker_id)24:factor(category_id)2 100 0 -0.009 0.270 -0.569 -0.026 0.829
factor(worker_id)25:factor(category_id)2 100 0 -0.001 0.312 -0.743 -0.013 1.072
factor(worker_id)26:factor(category_id)2 100 0 0.021 0.302 -0.867 0.025 0.805
factor(worker_id)27:factor(category_id)2 100 0 0.027 0.292 -0.756 0.033 0.919
factor(worker_id)28:factor(category_id)2 100 0 0.012 0.291 -0.703 0.033 0.847
factor(worker_id)29:factor(category_id)2 100 0 0.025 0.315 -0.634 0.083 0.849
factor(worker_id)30:factor(category_id)2 100 0 0.023 0.350 -1.015 0.090 0.734

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(worker_id)3 0.54
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 0.64
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 1
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0.96
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 0.35
factor(worker_id)12:factor(category_id)2 0.02
factor(worker_id)13:factor(category_id)2 0.85
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 0.26
factor(worker_id)16:factor(category_id)2 0.99
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 1
factor(worker_id)19:factor(category_id)2 1
factor(worker_id)20:factor(category_id)2 0
factor(worker_id)21:factor(category_id)2 1
factor(worker_id)22:factor(category_id)2 0
factor(worker_id)23:factor(category_id)2 0
factor(worker_id)24:factor(category_id)2 0
factor(worker_id)25:factor(category_id)2 0.1
factor(worker_id)26:factor(category_id)2 0.07
factor(worker_id)27:factor(category_id)2 0
factor(worker_id)28:factor(category_id)2 0
factor(worker_id)29:factor(category_id)2 0.87
factor(worker_id)30:factor(category_id)2 0

Significant match effect number = 9 out of 29

num_process = 50, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.010 0.155 -0.488 0.010 0.581
factor(worker_id)2 100 0 0.000 0.216 -0.454 -0.003 0.507
factor(worker_id)3 100 0 -0.017 0.206 -0.770 -0.026 0.491
factor(worker_id)4 100 0 -0.011 0.214 -0.525 -0.012 0.499
factor(worker_id)5 100 0 0.007 0.192 -0.521 0.014 0.603
factor(worker_id)6 100 0 -0.002 0.205 -0.630 -0.012 0.371
factor(worker_id)7 100 0 0.000 0.213 -0.605 0.001 0.580
factor(worker_id)8 100 0 0.008 0.211 -0.725 0.012 0.499
factor(worker_id)9 100 0 -0.010 0.231 -0.791 -0.002 0.770
factor(worker_id)10 100 0 -0.012 0.203 -0.711 -0.036 0.441
factor(worker_id)11 100 0 0.004 0.214 -0.704 0.004 0.507
factor(worker_id)12 100 0 -0.018 0.225 -0.825 -0.031 0.563
factor(worker_id)13 100 0 -0.050 0.209 -0.638 -0.046 0.581
factor(worker_id)14 100 0 -0.040 0.225 -0.681 -0.031 0.504
factor(worker_id)15 100 0 -0.008 0.206 -0.592 0.003 0.693
factor(worker_id)16 100 0 -0.029 0.171 -0.651 -0.025 0.428
factor(worker_id)17 100 0 -0.017 0.206 -0.960 -0.027 0.400
factor(worker_id)18 100 0 0.000 0.206 -0.586 -0.005 0.686
factor(worker_id)19 100 0 -0.038 0.194 -0.689 -0.041 0.478
factor(worker_id)20 100 0 -0.015 0.213 -0.723 0.000 0.532
factor(worker_id)21 100 0 0.000 0.212 -0.660 0.011 0.565
factor(worker_id)22 100 0 -0.029 0.241 -0.754 -0.037 0.700
factor(worker_id)23 100 0 -0.006 0.197 -0.477 -0.003 0.424
factor(worker_id)24 100 0 -0.023 0.219 -0.858 -0.032 0.503
factor(worker_id)25 100 0 -0.020 0.206 -0.517 -0.027 0.528
factor(worker_id)26 100 0 -0.020 0.213 -0.633 0.004 0.639
factor(worker_id)27 100 0 -0.040 0.214 -0.854 -0.001 0.417
factor(worker_id)28 100 0 -0.024 0.192 -0.583 -0.040 0.555
factor(worker_id)29 100 0 0.001 0.218 -0.596 0.000 0.606
factor(worker_id)30 100 0 0.013 0.210 -0.512 0.019 0.571
factor(category_id)2 100 0 0.005 0.211 -0.609 0.005 0.545
factor(worker_id)2:factor(category_id)2 100 0 -0.025 0.282 -0.893 -0.056 0.663
factor(worker_id)3:factor(category_id)2 100 0 0.002 0.305 -0.837 0.004 0.855
factor(worker_id)4:factor(category_id)2 100 0 -0.011 0.290 -0.695 -0.009 0.813
factor(worker_id)5:factor(category_id)2 100 0 -0.036 0.265 -0.655 -0.023 0.636
factor(worker_id)6:factor(category_id)2 100 0 -0.023 0.254 -0.481 -0.030 0.680
factor(worker_id)7:factor(category_id)2 100 0 -0.051 0.300 -0.958 -0.048 0.724
factor(worker_id)8:factor(category_id)2 100 0 -0.013 0.301 -0.826 -0.023 0.694
factor(worker_id)9:factor(category_id)2 100 0 -0.008 0.319 -0.803 -0.015 0.914
factor(worker_id)10:factor(category_id)2 100 0 0.009 0.311 -0.720 0.008 0.858
factor(worker_id)11:factor(category_id)2 100 0 -0.010 0.306 -0.828 -0.001 0.905
factor(worker_id)12:factor(category_id)2 100 0 -0.005 0.319 -0.717 -0.009 1.069
factor(worker_id)13:factor(category_id)2 100 0 0.040 0.294 -0.738 0.046 0.766
factor(worker_id)14:factor(category_id)2 100 0 0.006 0.294 -0.850 -0.022 0.803
factor(worker_id)15:factor(category_id)2 100 0 0.008 0.298 -0.698 0.006 0.892
factor(worker_id)16:factor(category_id)2 100 0 0.008 0.254 -0.528 -0.021 0.748
factor(worker_id)17:factor(category_id)2 100 0 0.005 0.307 -0.651 0.026 0.940
factor(worker_id)18:factor(category_id)2 100 0 -0.020 0.286 -0.817 -0.022 0.712
factor(worker_id)19:factor(category_id)2 100 0 0.037 0.271 -0.671 0.030 0.712
factor(worker_id)20:factor(category_id)2 100 0 -0.008 0.313 -0.686 -0.004 1.008
factor(worker_id)21:factor(category_id)2 100 0 -0.023 0.274 -0.684 0.008 0.630
factor(worker_id)22:factor(category_id)2 100 0 0.010 0.323 -0.865 0.026 0.853
factor(worker_id)23:factor(category_id)2 100 0 -0.006 0.295 -0.654 0.001 0.677
factor(worker_id)24:factor(category_id)2 100 0 -0.009 0.301 -0.827 -0.015 1.101
factor(worker_id)25:factor(category_id)2 100 0 -0.015 0.292 -0.734 -0.011 0.947
factor(worker_id)26:factor(category_id)2 100 0 0.013 0.275 -0.711 0.014 0.804
factor(worker_id)27:factor(category_id)2 100 0 0.052 0.275 -0.732 0.025 0.938
factor(worker_id)28:factor(category_id)2 100 0 0.011 0.268 -0.867 -0.023 0.640
factor(worker_id)29:factor(category_id)2 100 0 -0.012 0.278 -0.691 -0.024 0.719
factor(worker_id)30:factor(category_id)2 100 0 -0.022 0.297 -0.713 -0.007 0.657

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(category_id)2 0
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 1
factor(worker_id)4:factor(category_id)2 1
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)6:factor(category_id)2 1
factor(worker_id)7:factor(category_id)2 1
factor(worker_id)8:factor(category_id)2 1
factor(worker_id)9:factor(category_id)2 0.95
factor(worker_id)10:factor(category_id)2 1
factor(worker_id)11:factor(category_id)2 0.53
factor(worker_id)12:factor(category_id)2 1
factor(worker_id)13:factor(category_id)2 1
factor(worker_id)14:factor(category_id)2 0.6
factor(worker_id)15:factor(category_id)2 1
factor(worker_id)16:factor(category_id)2 0.33
factor(worker_id)17:factor(category_id)2 1
factor(worker_id)18:factor(category_id)2 1
factor(worker_id)19:factor(category_id)2 1
factor(worker_id)20:factor(category_id)2 0.07
factor(worker_id)21:factor(category_id)2 1
factor(worker_id)22:factor(category_id)2 0.02
factor(worker_id)23:factor(category_id)2 1
factor(worker_id)24:factor(category_id)2 1
factor(worker_id)25:factor(category_id)2 1
factor(worker_id)26:factor(category_id)2 1
factor(worker_id)27:factor(category_id)2 1
factor(worker_id)28:factor(category_id)2 1
factor(worker_id)29:factor(category_id)2 0.07
factor(worker_id)30:factor(category_id)2 1

Significant match effect number = 23 out of 29

num_process = 100, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.005 0.103 -0.181 -0.008 0.322
factor(worker_id)2 100 0 0.014 0.127 -0.303 0.014 0.373
factor(worker_id)3 100 0 0.011 0.156 -0.407 0.016 0.294
factor(worker_id)4 100 0 0.021 0.146 -0.446 0.024 0.457
factor(worker_id)5 100 0 -0.005 0.137 -0.486 0.003 0.346
factor(worker_id)6 100 0 -0.006 0.125 -0.288 -0.014 0.273
factor(worker_id)7 100 0 0.011 0.141 -0.314 0.017 0.306
factor(worker_id)8 100 0 0.024 0.153 -0.368 0.049 0.415
factor(worker_id)9 100 0 0.009 0.126 -0.280 0.010 0.307
factor(worker_id)10 100 0 0.016 0.154 -0.447 0.016 0.361
factor(worker_id)11 100 0 0.010 0.148 -0.403 0.012 0.347
factor(worker_id)12 100 0 0.006 0.158 -0.548 0.004 0.311
factor(worker_id)13 100 0 -0.019 0.133 -0.417 -0.019 0.314
factor(worker_id)14 100 0 0.009 0.145 -0.285 -0.008 0.302
factor(worker_id)15 100 0 0.000 0.162 -0.574 0.003 0.417
factor(worker_id)16 100 0 0.020 0.141 -0.339 0.027 0.415
factor(worker_id)17 100 0 0.022 0.137 -0.266 0.027 0.348
factor(worker_id)18 100 0 0.012 0.153 -0.399 0.019 0.346
factor(worker_id)19 100 0 0.016 0.150 -0.270 0.025 0.358
factor(worker_id)20 100 0 -0.009 0.146 -0.444 -0.001 0.293
factor(worker_id)21 100 0 0.005 0.138 -0.296 0.011 0.283
factor(worker_id)22 100 0 0.013 0.147 -0.346 -0.002 0.380
factor(worker_id)23 100 0 0.004 0.136 -0.375 -0.002 0.326
factor(worker_id)24 100 0 0.003 0.140 -0.437 -0.002 0.290
factor(worker_id)25 100 0 -0.008 0.129 -0.355 0.010 0.270
factor(worker_id)26 100 0 0.004 0.124 -0.359 -0.002 0.336
factor(worker_id)27 100 0 0.002 0.129 -0.277 -0.001 0.290
factor(worker_id)28 100 0 0.012 0.138 -0.546 0.016 0.372
factor(worker_id)29 100 0 0.004 0.156 -0.424 0.013 0.332
factor(worker_id)30 100 0 -0.003 0.152 -0.340 -0.002 0.369
factor(category_id)2 100 0 0.020 0.144 -0.410 0.033 0.352
factor(worker_id)2:factor(category_id)2 100 0 -0.025 0.194 -0.547 -0.026 0.430
factor(worker_id)3:factor(category_id)2 100 0 -0.016 0.203 -0.483 0.006 0.528
factor(worker_id)4:factor(category_id)2 100 0 -0.047 0.199 -0.501 -0.033 0.629
factor(worker_id)5:factor(category_id)2 100 0 -0.023 0.191 -0.468 -0.021 0.503
factor(worker_id)6:factor(category_id)2 100 0 -0.020 0.177 -0.454 -0.039 0.394
factor(worker_id)7:factor(category_id)2 100 0 -0.043 0.199 -0.535 -0.037 0.458
factor(worker_id)8:factor(category_id)2 100 0 -0.032 0.229 -0.612 -0.027 0.508
factor(worker_id)9:factor(category_id)2 100 0 -0.011 0.185 -0.476 0.000 0.447
factor(worker_id)10:factor(category_id)2 100 0 -0.027 0.203 -0.465 -0.028 0.461
factor(worker_id)11:factor(category_id)2 100 0 -0.026 0.196 -0.449 -0.041 0.474
factor(worker_id)12:factor(category_id)2 100 0 -0.025 0.219 -0.536 -0.028 0.698
factor(worker_id)13:factor(category_id)2 100 0 0.010 0.210 -0.529 -0.017 0.704
factor(worker_id)14:factor(category_id)2 100 0 -0.027 0.210 -0.666 -0.001 0.460
factor(worker_id)15:factor(category_id)2 100 0 -0.022 0.215 -0.550 -0.008 0.638
factor(worker_id)16:factor(category_id)2 100 0 -0.042 0.213 -0.568 -0.032 0.534
factor(worker_id)17:factor(category_id)2 100 0 -0.033 0.198 -0.502 -0.029 0.415
factor(worker_id)18:factor(category_id)2 100 0 -0.034 0.218 -0.454 -0.024 0.545
factor(worker_id)19:factor(category_id)2 100 0 -0.021 0.189 -0.423 -0.008 0.490
factor(worker_id)20:factor(category_id)2 100 0 -0.022 0.216 -0.481 -0.031 0.611
factor(worker_id)21:factor(category_id)2 100 0 -0.012 0.199 -0.437 -0.044 0.495
factor(worker_id)22:factor(category_id)2 100 0 -0.031 0.192 -0.498 -0.022 0.413
factor(worker_id)23:factor(category_id)2 100 0 -0.002 0.191 -0.402 0.011 0.433
factor(worker_id)24:factor(category_id)2 100 0 -0.021 0.207 -0.492 -0.039 0.559
factor(worker_id)25:factor(category_id)2 100 0 0.003 0.185 -0.376 -0.005 0.660
factor(worker_id)26:factor(category_id)2 100 0 -0.018 0.202 -0.540 -0.018 0.476
factor(worker_id)27:factor(category_id)2 100 0 -0.010 0.200 -0.491 -0.004 0.532
factor(worker_id)28:factor(category_id)2 100 0 -0.019 0.196 -0.404 -0.018 0.721
factor(worker_id)29:factor(category_id)2 100 0 -0.021 0.215 -0.659 0.008 0.522
factor(worker_id)30:factor(category_id)2 100 0 -0.017 0.206 -0.544 -0.017 0.522

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.52
factor(worker_id)3 0.8
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(category_id)2 0
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 1
factor(worker_id)4:factor(category_id)2 1
factor(worker_id)5:factor(category_id)2 0.69
factor(worker_id)6:factor(category_id)2 1
factor(worker_id)7:factor(category_id)2 1
factor(worker_id)8:factor(category_id)2 1
factor(worker_id)9:factor(category_id)2 1
factor(worker_id)10:factor(category_id)2 1
factor(worker_id)11:factor(category_id)2 1
factor(worker_id)12:factor(category_id)2 1
factor(worker_id)13:factor(category_id)2 1
factor(worker_id)14:factor(category_id)2 1
factor(worker_id)15:factor(category_id)2 1
factor(worker_id)16:factor(category_id)2 1
factor(worker_id)17:factor(category_id)2 0.96
factor(worker_id)18:factor(category_id)2 1
factor(worker_id)19:factor(category_id)2 1
factor(worker_id)20:factor(category_id)2 1
factor(worker_id)21:factor(category_id)2 1
factor(worker_id)22:factor(category_id)2 1
factor(worker_id)23:factor(category_id)2 1
factor(worker_id)24:factor(category_id)2 1
factor(worker_id)25:factor(category_id)2 1
factor(worker_id)26:factor(category_id)2 0.75
factor(worker_id)27:factor(category_id)2 1
factor(worker_id)28:factor(category_id)2 1
factor(worker_id)29:factor(category_id)2 1
factor(worker_id)30:factor(category_id)2 1

Significant match effect number = 27 out of 29

num_process = 500, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.001 0.048 -0.120 0.003 0.115
factor(worker_id)2 100 0 0.009 0.068 -0.155 0.016 0.148
factor(worker_id)3 100 0 0.005 0.064 -0.133 0.003 0.152
factor(worker_id)4 100 0 -0.002 0.069 -0.184 -0.003 0.171
factor(worker_id)5 100 0 0.001 0.071 -0.163 0.000 0.168
factor(worker_id)6 100 0 0.002 0.064 -0.139 0.000 0.189
factor(worker_id)7 100 0 0.007 0.067 -0.128 -0.002 0.165
factor(worker_id)8 100 0 -0.002 0.068 -0.169 -0.016 0.147
factor(worker_id)9 100 0 0.003 0.061 -0.167 0.008 0.140
factor(worker_id)10 100 0 0.000 0.064 -0.144 0.003 0.158
factor(worker_id)11 100 0 0.001 0.063 -0.126 0.007 0.157
factor(worker_id)12 100 0 -0.009 0.064 -0.120 -0.012 0.184
factor(worker_id)13 100 0 0.002 0.061 -0.161 0.008 0.157
factor(worker_id)14 100 0 -0.001 0.072 -0.178 0.001 0.181
factor(worker_id)15 100 0 0.007 0.073 -0.169 0.007 0.188
factor(worker_id)16 100 0 0.008 0.065 -0.102 -0.007 0.230
factor(worker_id)17 100 0 -0.001 0.061 -0.153 -0.002 0.142
factor(worker_id)18 100 0 0.008 0.061 -0.167 0.017 0.155
factor(worker_id)19 100 0 0.002 0.065 -0.155 0.004 0.176
factor(worker_id)20 100 0 -0.001 0.071 -0.159 0.005 0.184
factor(worker_id)21 100 0 -0.004 0.061 -0.180 -0.004 0.131
factor(worker_id)22 100 0 0.004 0.059 -0.149 0.006 0.160
factor(worker_id)23 100 0 0.002 0.064 -0.161 0.005 0.164
factor(worker_id)24 100 0 0.000 0.058 -0.146 -0.005 0.162
factor(worker_id)25 100 0 -0.002 0.065 -0.155 -0.011 0.174
factor(worker_id)26 100 0 0.011 0.061 -0.120 0.005 0.175
factor(worker_id)27 100 0 0.010 0.065 -0.149 0.015 0.205
factor(worker_id)28 100 0 0.000 0.063 -0.127 -0.007 0.138
factor(worker_id)29 100 0 0.012 0.064 -0.163 0.004 0.154
factor(worker_id)30 100 0 0.003 0.064 -0.143 0.000 0.158
factor(category_id)2 100 0 0.007 0.064 -0.159 0.004 0.167
factor(worker_id)2:factor(category_id)2 100 0 -0.010 0.096 -0.210 -0.002 0.305
factor(worker_id)3:factor(category_id)2 100 0 -0.008 0.088 -0.212 0.002 0.207
factor(worker_id)4:factor(category_id)2 100 0 -0.003 0.090 -0.234 -0.001 0.190
factor(worker_id)5:factor(category_id)2 100 0 -0.003 0.090 -0.227 -0.004 0.235
factor(worker_id)6:factor(category_id)2 100 0 -0.010 0.083 -0.223 -0.015 0.212
factor(worker_id)7:factor(category_id)2 100 0 -0.014 0.094 -0.293 -0.005 0.215
factor(worker_id)8:factor(category_id)2 100 0 -0.007 0.091 -0.232 0.011 0.219
factor(worker_id)9:factor(category_id)2 100 0 -0.013 0.086 -0.251 -0.021 0.224
factor(worker_id)10:factor(category_id)2 100 0 -0.001 0.093 -0.214 -0.006 0.222
factor(worker_id)11:factor(category_id)2 100 0 -0.008 0.089 -0.195 -0.010 0.184
factor(worker_id)12:factor(category_id)2 100 0 0.002 0.101 -0.271 0.014 0.316
factor(worker_id)13:factor(category_id)2 100 0 -0.018 0.075 -0.215 -0.026 0.137
factor(worker_id)14:factor(category_id)2 100 0 -0.002 0.098 -0.235 0.002 0.227
factor(worker_id)15:factor(category_id)2 100 0 -0.016 0.099 -0.254 -0.019 0.183
factor(worker_id)16:factor(category_id)2 100 0 -0.006 0.092 -0.248 -0.009 0.218
factor(worker_id)17:factor(category_id)2 100 0 -0.003 0.086 -0.184 -0.002 0.212
factor(worker_id)18:factor(category_id)2 100 0 -0.026 0.094 -0.233 -0.023 0.188
factor(worker_id)19:factor(category_id)2 100 0 -0.009 0.093 -0.198 -0.013 0.254
factor(worker_id)20:factor(category_id)2 100 0 -0.003 0.095 -0.290 -0.010 0.217
factor(worker_id)21:factor(category_id)2 100 0 -0.007 0.089 -0.234 0.004 0.228
factor(worker_id)22:factor(category_id)2 100 0 -0.017 0.085 -0.211 -0.018 0.201
factor(worker_id)23:factor(category_id)2 100 0 -0.003 0.087 -0.176 0.005 0.270
factor(worker_id)24:factor(category_id)2 100 0 -0.003 0.091 -0.274 0.003 0.191
factor(worker_id)25:factor(category_id)2 100 0 0.002 0.091 -0.265 0.004 0.258
factor(worker_id)26:factor(category_id)2 100 0 -0.016 0.082 -0.237 -0.003 0.148
factor(worker_id)27:factor(category_id)2 100 0 -0.021 0.101 -0.286 -0.010 0.180
factor(worker_id)28:factor(category_id)2 100 0 -0.004 0.088 -0.238 0.000 0.218
factor(worker_id)29:factor(category_id)2 100 0 -0.013 0.085 -0.278 -0.012 0.171
factor(worker_id)30:factor(category_id)2 100 0 -0.012 0.082 -0.229 -0.005 0.156

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0.31
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 0
factor(worker_id)13:factor(category_id)2 1
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 0
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 1
factor(worker_id)21:factor(category_id)2 0.34
factor(worker_id)22:factor(category_id)2 1
factor(worker_id)23:factor(category_id)2 0
factor(worker_id)24:factor(category_id)2 0
factor(worker_id)25:factor(category_id)2 1
factor(worker_id)26:factor(category_id)2 0
factor(worker_id)27:factor(category_id)2 0
factor(worker_id)28:factor(category_id)2 0.03
factor(worker_id)29:factor(category_id)2 0
factor(worker_id)30:factor(category_id)2 0

Significant match effect number = 4 out of 29

worker=30 category=5 data

num_process = 10, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.004 0.359 -0.788 0.014 1.095
factor(worker_id)2 100 0 -0.085 0.477 -1.680 -0.096 0.987
factor(worker_id)3 100 0 -0.007 0.455 -1.513 0.000 1.038
factor(worker_id)4 100 0 -0.038 0.477 -1.425 -0.025 0.978
factor(worker_id)5 100 0 0.002 0.519 -1.679 0.056 1.267
factor(worker_id)6 100 0 0.028 0.498 -1.521 0.034 1.078
factor(worker_id)7 100 0 0.011 0.495 -1.986 -0.028 1.089
factor(worker_id)8 100 0 -0.009 0.459 -1.194 -0.046 0.948
factor(worker_id)9 100 0 0.013 0.497 -1.586 0.021 1.262
factor(worker_id)10 100 0 0.031 0.490 -1.063 0.035 1.382
factor(worker_id)11 100 0 -0.059 0.455 -1.388 -0.028 0.862
factor(worker_id)12 100 0 0.001 0.519 -1.280 -0.023 1.250
factor(worker_id)13 100 0 -0.015 0.460 -1.134 -0.027 1.196
factor(worker_id)14 100 0 0.063 0.484 -1.805 0.081 1.356
factor(worker_id)15 100 0 0.026 0.440 -0.986 0.004 1.131
factor(worker_id)16 100 0 -0.022 0.462 -1.217 -0.036 1.261
factor(worker_id)17 100 0 -0.009 0.468 -1.113 -0.034 1.408
factor(worker_id)18 100 0 0.024 0.480 -1.500 0.065 0.906
factor(worker_id)19 100 0 0.008 0.468 -1.356 -0.050 1.418
factor(worker_id)20 100 0 -0.014 0.514 -1.175 0.032 1.240
factor(worker_id)21 100 0 -0.026 0.480 -1.538 0.028 0.946
factor(worker_id)22 100 0 0.011 0.488 -1.184 0.001 1.652
factor(worker_id)23 100 0 0.024 0.446 -1.217 0.005 1.028
factor(worker_id)24 100 0 -0.031 0.528 -1.457 -0.063 1.072
factor(worker_id)25 100 0 -0.027 0.473 -1.181 0.003 0.922
factor(worker_id)26 100 0 -0.034 0.464 -1.291 0.031 0.953
factor(worker_id)27 100 0 0.031 0.479 -1.166 0.029 0.996
factor(worker_id)28 100 0 0.052 0.461 -1.062 0.001 1.415
factor(worker_id)29 100 0 0.029 0.515 -1.863 0.026 1.159
factor(worker_id)30 100 0 0.017 0.443 -1.282 -0.020 0.970
factor(category_id)2 100 0 0.011 0.450 -1.139 -0.011 1.038
factor(category_id)3 100 0 0.009 0.455 -1.263 0.031 1.018
factor(category_id)4 100 0 -0.014 0.514 -1.587 -0.064 1.481
factor(category_id)5 100 0 -0.029 0.447 -1.085 0.022 0.965
factor(worker_id)2:factor(category_id)2 100 0 0.052 0.587 -1.651 0.043 1.314
factor(worker_id)3:factor(category_id)2 100 0 -0.052 0.667 -1.578 -0.014 1.607
factor(worker_id)4:factor(category_id)2 100 0 -0.019 0.625 -1.677 0.003 1.336
factor(worker_id)5:factor(category_id)2 100 0 -0.012 0.677 -1.583 -0.067 1.638
factor(worker_id)6:factor(category_id)2 100 0 -0.117 0.632 -1.760 -0.091 1.594
factor(worker_id)7:factor(category_id)2 100 0 -0.047 0.655 -1.646 -0.001 2.158
factor(worker_id)8:factor(category_id)2 100 0 -0.035 0.620 -1.353 -0.111 1.374
factor(worker_id)9:factor(category_id)2 100 0 0.000 0.663 -1.454 0.022 1.521
factor(worker_id)10:factor(category_id)2 100 0 0.007 0.679 -2.056 -0.020 1.864
factor(worker_id)11:factor(category_id)2 100 0 0.037 0.589 -1.610 -0.016 1.419
factor(worker_id)12:factor(category_id)2 100 0 -0.029 0.630 -1.605 -0.038 1.573
factor(worker_id)13:factor(category_id)2 100 0 -0.023 0.656 -1.419 -0.056 1.785
factor(worker_id)14:factor(category_id)2 100 0 -0.083 0.690 -1.635 -0.049 1.432
factor(worker_id)15:factor(category_id)2 100 0 -0.054 0.655 -1.297 -0.075 1.876
factor(worker_id)16:factor(category_id)2 100 0 0.020 0.609 -1.818 0.004 1.319
factor(worker_id)17:factor(category_id)2 100 0 0.017 0.564 -1.445 0.025 1.774
factor(worker_id)18:factor(category_id)2 100 0 -0.034 0.638 -1.735 0.019 1.233
factor(worker_id)19:factor(category_id)2 100 0 -0.019 0.612 -1.418 -0.007 1.801
factor(worker_id)20:factor(category_id)2 100 0 0.019 0.614 -1.345 -0.041 1.651
factor(worker_id)21:factor(category_id)2 100 0 0.072 0.606 -1.066 0.000 1.764
factor(worker_id)22:factor(category_id)2 100 0 -0.070 0.666 -1.858 -0.111 1.542
factor(worker_id)23:factor(category_id)2 100 0 -0.039 0.573 -1.391 -0.024 1.290
factor(worker_id)24:factor(category_id)2 100 0 0.000 0.696 -1.786 -0.031 1.633
factor(worker_id)25:factor(category_id)2 100 0 0.015 0.653 -1.406 -0.013 1.762
factor(worker_id)26:factor(category_id)2 100 0 0.008 0.633 -1.234 -0.088 2.114
factor(worker_id)27:factor(category_id)2 100 0 -0.028 0.663 -1.648 0.035 1.519
factor(worker_id)28:factor(category_id)2 100 0 -0.090 0.579 -1.728 -0.178 1.277
factor(worker_id)29:factor(category_id)2 100 0 -0.084 0.695 -1.803 -0.072 2.126
factor(worker_id)30:factor(category_id)2 100 0 -0.071 0.653 -1.779 -0.081 1.684
factor(worker_id)2:factor(category_id)3 100 0 0.043 0.630 -1.618 -0.002 1.786
factor(worker_id)3:factor(category_id)3 100 0 0.035 0.625 -1.567 -0.026 1.683
factor(worker_id)4:factor(category_id)3 100 0 0.068 0.665 -1.137 0.023 1.662
factor(worker_id)5:factor(category_id)3 100 0 0.040 0.746 -1.557 0.073 1.787
factor(worker_id)6:factor(category_id)3 100 0 -0.073 0.705 -1.727 -0.076 1.763
factor(worker_id)7:factor(category_id)3 100 0 -0.058 0.629 -1.592 -0.106 2.304
factor(worker_id)8:factor(category_id)3 100 0 -0.008 0.613 -1.198 -0.034 1.445
factor(worker_id)9:factor(category_id)3 100 0 -0.006 0.585 -1.244 0.000 1.660
factor(worker_id)10:factor(category_id)3 100 0 -0.072 0.635 -1.538 -0.044 1.390
factor(worker_id)11:factor(category_id)3 100 0 0.050 0.655 -1.288 0.044 1.385
factor(worker_id)12:factor(category_id)3 100 0 0.000 0.571 -1.197 -0.013 1.154
factor(worker_id)13:factor(category_id)3 100 0 -0.013 0.591 -1.611 -0.085 1.483
factor(worker_id)14:factor(category_id)3 100 0 -0.121 0.585 -1.527 -0.131 1.847
factor(worker_id)15:factor(category_id)3 100 0 -0.034 0.618 -1.319 -0.050 1.656
factor(worker_id)16:factor(category_id)3 100 0 0.083 0.626 -1.331 0.060 1.969
factor(worker_id)17:factor(category_id)3 100 0 -0.008 0.647 -1.328 -0.041 1.816
factor(worker_id)18:factor(category_id)3 100 0 -0.001 0.667 -1.459 -0.074 1.838
factor(worker_id)19:factor(category_id)3 100 0 -0.011 0.643 -1.393 -0.012 1.663
factor(worker_id)20:factor(category_id)3 100 0 0.054 0.685 -1.943 0.079 1.449
factor(worker_id)21:factor(category_id)3 100 0 -0.042 0.610 -1.512 -0.085 1.400
factor(worker_id)22:factor(category_id)3 100 0 0.021 0.586 -1.516 -0.045 1.738
factor(worker_id)23:factor(category_id)3 100 0 -0.013 0.576 -0.970 -0.135 1.536
factor(worker_id)24:factor(category_id)3 100 0 0.024 0.645 -1.266 0.046 1.574
factor(worker_id)25:factor(category_id)3 100 0 -0.033 0.582 -1.838 -0.111 1.520
factor(worker_id)26:factor(category_id)3 100 0 0.022 0.602 -1.377 -0.004 2.184
factor(worker_id)27:factor(category_id)3 100 0 -0.042 0.630 -1.692 -0.061 1.639
factor(worker_id)28:factor(category_id)3 100 0 -0.046 0.581 -1.351 -0.008 1.131
factor(worker_id)29:factor(category_id)3 100 0 -0.008 0.651 -1.795 -0.089 1.860
factor(worker_id)30:factor(category_id)3 100 0 -0.020 0.579 -1.214 0.006 1.859
factor(worker_id)2:factor(category_id)4 100 0 0.072 0.683 -1.598 -0.007 1.798
factor(worker_id)3:factor(category_id)4 100 0 0.031 0.653 -1.874 0.138 1.362
factor(worker_id)4:factor(category_id)4 100 0 0.005 0.665 -1.393 -0.025 2.460
factor(worker_id)5:factor(category_id)4 100 0 0.017 0.759 -2.065 -0.028 2.859
factor(worker_id)6:factor(category_id)4 100 0 0.018 0.720 -1.947 0.097 2.142
factor(worker_id)7:factor(category_id)4 100 0 -0.038 0.697 -1.573 -0.038 2.352
factor(worker_id)8:factor(category_id)4 100 0 0.015 0.632 -1.565 -0.069 1.874
factor(worker_id)9:factor(category_id)4 100 0 0.040 0.680 -1.921 0.073 2.241
factor(worker_id)10:factor(category_id)4 100 0 -0.047 0.756 -1.942 -0.130 1.689
factor(worker_id)11:factor(category_id)4 100 0 0.075 0.685 -1.711 0.114 1.824
factor(worker_id)12:factor(category_id)4 100 0 0.035 0.755 -2.282 0.068 1.861
factor(worker_id)13:factor(category_id)4 100 0 0.005 0.661 -2.206 0.009 1.957
factor(worker_id)14:factor(category_id)4 100 0 -0.082 0.690 -1.964 -0.037 2.293
factor(worker_id)15:factor(category_id)4 100 0 -0.015 0.623 -1.948 -0.009 1.500
factor(worker_id)16:factor(category_id)4 100 0 0.042 0.680 -2.052 0.047 1.589
factor(worker_id)17:factor(category_id)4 100 0 0.008 0.612 -1.391 0.080 1.559
factor(worker_id)18:factor(category_id)4 100 0 -0.038 0.685 -1.665 -0.071 1.547
factor(worker_id)19:factor(category_id)4 100 0 -0.025 0.605 -1.719 -0.034 1.265
factor(worker_id)20:factor(category_id)4 100 0 0.025 0.756 -1.943 0.117 1.607
factor(worker_id)21:factor(category_id)4 100 0 0.084 0.666 -1.443 0.080 2.192
factor(worker_id)22:factor(category_id)4 100 0 -0.042 0.673 -1.922 0.004 1.606
factor(worker_id)23:factor(category_id)4 100 0 -0.002 0.663 -1.646 0.040 1.290
factor(worker_id)24:factor(category_id)4 100 0 0.052 0.695 -1.527 -0.022 2.343
factor(worker_id)25:factor(category_id)4 100 0 0.000 0.675 -1.686 -0.067 1.671
factor(worker_id)26:factor(category_id)4 100 0 0.062 0.671 -1.600 -0.015 1.447
factor(worker_id)27:factor(category_id)4 100 0 -0.027 0.680 -1.675 -0.035 1.677
factor(worker_id)28:factor(category_id)4 100 0 -0.103 0.607 -1.623 -0.105 1.208
factor(worker_id)29:factor(category_id)4 100 0 -0.065 0.726 -1.690 -0.051 1.953
factor(worker_id)30:factor(category_id)4 100 0 -0.002 0.651 -1.590 -0.017 1.711
factor(worker_id)2:factor(category_id)5 100 0 0.102 0.575 -1.238 0.063 1.656
factor(worker_id)3:factor(category_id)5 100 0 0.039 0.674 -1.337 -0.013 1.999
factor(worker_id)4:factor(category_id)5 100 0 0.055 0.600 -1.233 0.017 1.737
factor(worker_id)5:factor(category_id)5 100 0 0.018 0.652 -1.552 0.021 1.528
factor(worker_id)6:factor(category_id)5 100 0 0.008 0.660 -1.688 0.042 1.551
factor(worker_id)7:factor(category_id)5 100 0 0.005 0.612 -1.181 -0.061 2.636
factor(worker_id)8:factor(category_id)5 100 0 0.032 0.595 -1.496 0.078 1.436
factor(worker_id)9:factor(category_id)5 100 0 0.040 0.610 -1.331 0.026 1.496
factor(worker_id)10:factor(category_id)5 100 0 -0.024 0.625 -1.449 0.022 1.632
factor(worker_id)11:factor(category_id)5 100 0 0.068 0.635 -1.459 0.036 1.680
factor(worker_id)12:factor(category_id)5 100 0 0.069 0.626 -1.432 0.037 1.708
factor(worker_id)13:factor(category_id)5 100 0 -0.003 0.602 -1.570 0.015 1.368
factor(worker_id)14:factor(category_id)5 100 0 -0.031 0.649 -1.214 -0.011 1.929
factor(worker_id)15:factor(category_id)5 100 0 -0.020 0.603 -1.379 -0.067 1.446
factor(worker_id)16:factor(category_id)5 100 0 0.041 0.681 -1.822 -0.027 1.785
factor(worker_id)17:factor(category_id)5 100 0 0.039 0.628 -1.532 0.002 1.714
factor(worker_id)18:factor(category_id)5 100 0 0.002 0.641 -1.586 0.007 1.305
factor(worker_id)19:factor(category_id)5 100 0 0.007 0.616 -1.239 -0.036 1.489
factor(worker_id)20:factor(category_id)5 100 0 0.056 0.677 -1.453 0.060 1.683
factor(worker_id)21:factor(category_id)5 100 0 0.043 0.630 -1.201 0.001 1.484
factor(worker_id)22:factor(category_id)5 100 0 0.041 0.595 -1.274 -0.030 1.524
factor(worker_id)23:factor(category_id)5 100 0 -0.010 0.607 -1.678 -0.095 1.611
factor(worker_id)24:factor(category_id)5 100 0 0.052 0.697 -2.271 0.020 1.853
factor(worker_id)25:factor(category_id)5 100 0 0.032 0.694 -1.795 0.062 2.271
factor(worker_id)26:factor(category_id)5 100 0 0.067 0.612 -1.435 0.107 1.494
factor(worker_id)27:factor(category_id)5 100 0 0.025 0.645 -1.343 0.068 1.996
factor(worker_id)28:factor(category_id)5 100 0 -0.001 0.610 -1.494 0.035 1.489
factor(worker_id)29:factor(category_id)5 100 0 -0.006 0.645 -1.480 -0.057 2.251
factor(worker_id)30:factor(category_id)5 100 0 0.065 0.633 -1.638 0.078 1.773

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.59
factor(worker_id)3 1
factor(worker_id)4 0.84
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(category_id)2 0.07
factor(category_id)3 0.01
factor(category_id)4 0.98
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0.06
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0.36
factor(worker_id)5:factor(category_id)2 0.01
factor(worker_id)6:factor(category_id)2 0.01
factor(worker_id)7:factor(category_id)2 0.01
factor(worker_id)8:factor(category_id)2 0.23
factor(worker_id)9:factor(category_id)2 0.04
factor(worker_id)10:factor(category_id)2 0.85
factor(worker_id)11:factor(category_id)2 0.06
factor(worker_id)12:factor(category_id)2 0.9
factor(worker_id)13:factor(category_id)2 0.62
factor(worker_id)14:factor(category_id)2 0.03
factor(worker_id)15:factor(category_id)2 1
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 0.01
factor(worker_id)18:factor(category_id)2 0.02
factor(worker_id)19:factor(category_id)2 0.86
factor(worker_id)20:factor(category_id)2 0
factor(worker_id)21:factor(category_id)2 0.33
factor(worker_id)22:factor(category_id)2 0
factor(worker_id)23:factor(category_id)2 0.96
factor(worker_id)24:factor(category_id)2 0.76
factor(worker_id)25:factor(category_id)2 1
factor(worker_id)26:factor(category_id)2 0.05
factor(worker_id)27:factor(category_id)2 0.2
factor(worker_id)28:factor(category_id)2 0
factor(worker_id)29:factor(category_id)2 0
factor(worker_id)30:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)3:factor(category_id)3 0.12
factor(worker_id)4:factor(category_id)3 1
factor(worker_id)5:factor(category_id)3 0.34
factor(worker_id)6:factor(category_id)3 0.68
factor(worker_id)7:factor(category_id)3 0.73
factor(worker_id)8:factor(category_id)3 0.97
factor(worker_id)9:factor(category_id)3 0.97
factor(worker_id)10:factor(category_id)3 1
factor(worker_id)11:factor(category_id)3 0.92
factor(worker_id)12:factor(category_id)3 1
factor(worker_id)13:factor(category_id)3 1
factor(worker_id)14:factor(category_id)3 0.99
factor(worker_id)15:factor(category_id)3 0.96
factor(worker_id)16:factor(category_id)3 0.94
factor(worker_id)17:factor(category_id)3 1
factor(worker_id)18:factor(category_id)3 1
factor(worker_id)19:factor(category_id)3 0.2
factor(worker_id)20:factor(category_id)3 0.4
factor(worker_id)21:factor(category_id)3 0.99
factor(worker_id)22:factor(category_id)3 0.14
factor(worker_id)23:factor(category_id)3 1
factor(worker_id)24:factor(category_id)3 0.54
factor(worker_id)25:factor(category_id)3 0.51
factor(worker_id)26:factor(category_id)3 0.46
factor(worker_id)27:factor(category_id)3 0.65
factor(worker_id)28:factor(category_id)3 0.15
factor(worker_id)29:factor(category_id)3 0.97
factor(worker_id)30:factor(category_id)3 0.05
factor(worker_id)2:factor(category_id)4 0.21
factor(worker_id)3:factor(category_id)4 0.74
factor(worker_id)4:factor(category_id)4 1
factor(worker_id)5:factor(category_id)4 0.38
factor(worker_id)6:factor(category_id)4 0.06
factor(worker_id)7:factor(category_id)4 0.06
factor(worker_id)8:factor(category_id)4 1
factor(worker_id)9:factor(category_id)4 0.6
factor(worker_id)10:factor(category_id)4 0.18
factor(worker_id)11:factor(category_id)4 0.66
factor(worker_id)12:factor(category_id)4 0.17
factor(worker_id)13:factor(category_id)4 0.72
factor(worker_id)14:factor(category_id)4 0.52
factor(worker_id)15:factor(category_id)4 0.8
factor(worker_id)16:factor(category_id)4 0.42
factor(worker_id)17:factor(category_id)4 0.01
factor(worker_id)18:factor(category_id)4 0.95
factor(worker_id)19:factor(category_id)4 1
factor(worker_id)20:factor(category_id)4 0
factor(worker_id)21:factor(category_id)4 1
factor(worker_id)22:factor(category_id)4 0.03
factor(worker_id)23:factor(category_id)4 1
factor(worker_id)24:factor(category_id)4 0
factor(worker_id)25:factor(category_id)4 0.97
factor(worker_id)26:factor(category_id)4 0.44
factor(worker_id)27:factor(category_id)4 0.79
factor(worker_id)28:factor(category_id)4 0
factor(worker_id)29:factor(category_id)4 0.04
factor(worker_id)30:factor(category_id)4 0.01
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0.15
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)6:factor(category_id)5 0
factor(worker_id)7:factor(category_id)5 0
factor(worker_id)8:factor(category_id)5 0.85
factor(worker_id)9:factor(category_id)5 0
factor(worker_id)10:factor(category_id)5 0
factor(worker_id)11:factor(category_id)5 0
factor(worker_id)12:factor(category_id)5 0
factor(worker_id)13:factor(category_id)5 0.04
factor(worker_id)14:factor(category_id)5 0
factor(worker_id)15:factor(category_id)5 0.01
factor(worker_id)16:factor(category_id)5 0
factor(worker_id)17:factor(category_id)5 0
factor(worker_id)18:factor(category_id)5 0
factor(worker_id)19:factor(category_id)5 0.37
factor(worker_id)20:factor(category_id)5 0
factor(worker_id)21:factor(category_id)5 0.03
factor(worker_id)22:factor(category_id)5 0
factor(worker_id)23:factor(category_id)5 0
factor(worker_id)24:factor(category_id)5 0
factor(worker_id)25:factor(category_id)5 0.01
factor(worker_id)26:factor(category_id)5 0
factor(worker_id)27:factor(category_id)5 0.46
factor(worker_id)28:factor(category_id)5 0
factor(worker_id)29:factor(category_id)5 0
factor(worker_id)30:factor(category_id)5 0.02

Significant match effect number = 30 out of 116

num_process = 20, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.004 0.203 -0.558 0.000 0.573
factor(worker_id)2 100 0 0.000 0.303 -0.576 0.002 0.982
factor(worker_id)3 100 0 0.009 0.331 -0.935 0.006 0.887
factor(worker_id)4 100 0 0.035 0.326 -0.797 -0.015 0.833
factor(worker_id)5 100 0 0.001 0.289 -0.560 -0.014 0.819
factor(worker_id)6 100 0 0.006 0.341 -0.884 0.060 0.840
factor(worker_id)7 100 0 -0.026 0.269 -0.610 -0.050 0.732
factor(worker_id)8 100 0 -0.031 0.286 -0.816 -0.050 1.191
factor(worker_id)9 100 0 -0.038 0.334 -0.800 -0.029 0.961
factor(worker_id)10 100 0 -0.023 0.335 -0.718 -0.027 0.923
factor(worker_id)11 100 0 -0.010 0.308 -0.891 -0.010 0.682
factor(worker_id)12 100 0 0.019 0.300 -0.715 0.020 0.709
factor(worker_id)13 100 0 -0.013 0.309 -0.950 -0.018 0.994
factor(worker_id)14 100 0 -0.001 0.311 -0.889 0.019 0.969
factor(worker_id)15 100 0 0.014 0.303 -0.794 0.025 0.642
factor(worker_id)16 100 0 0.012 0.289 -0.592 0.008 0.703
factor(worker_id)17 100 0 0.044 0.309 -0.711 0.056 0.733
factor(worker_id)18 100 0 -0.035 0.304 -0.775 -0.024 0.789
factor(worker_id)19 100 0 0.041 0.310 -0.565 0.031 0.826
factor(worker_id)20 100 0 -0.026 0.308 -0.892 -0.056 0.844
factor(worker_id)21 100 0 0.017 0.283 -0.630 -0.004 0.727
factor(worker_id)22 100 0 -0.021 0.266 -0.794 0.020 0.778
factor(worker_id)23 100 0 -0.022 0.322 -0.742 0.009 0.668
factor(worker_id)24 100 0 -0.029 0.301 -0.753 -0.045 0.731
factor(worker_id)25 100 0 -0.014 0.282 -0.680 -0.040 0.766
factor(worker_id)26 100 0 0.007 0.326 -0.851 0.001 0.810
factor(worker_id)27 100 0 0.001 0.341 -0.612 -0.037 0.950
factor(worker_id)28 100 0 -0.030 0.320 -0.816 -0.019 0.779
factor(worker_id)29 100 0 0.000 0.271 -0.652 0.017 0.805
factor(worker_id)30 100 0 -0.017 0.342 -0.879 0.009 0.674
factor(category_id)2 100 0 -0.024 0.298 -0.677 -0.020 0.696
factor(category_id)3 100 0 0.000 0.301 -0.750 0.044 0.691
factor(category_id)4 100 0 -0.030 0.326 -0.906 -0.020 0.751
factor(category_id)5 100 0 -0.006 0.311 -0.670 -0.029 0.892
factor(worker_id)2:factor(category_id)2 100 0 0.031 0.404 -0.889 0.046 0.905
factor(worker_id)3:factor(category_id)2 100 0 0.007 0.471 -1.057 0.027 1.376
factor(worker_id)4:factor(category_id)2 100 0 -0.028 0.445 -1.496 -0.055 1.127
factor(worker_id)5:factor(category_id)2 100 0 0.029 0.434 -1.277 0.018 0.866
factor(worker_id)6:factor(category_id)2 100 0 0.017 0.458 -1.229 0.024 1.075
factor(worker_id)7:factor(category_id)2 100 0 0.033 0.435 -1.182 0.082 1.181
factor(worker_id)8:factor(category_id)2 100 0 0.016 0.410 -1.273 -0.005 1.230
factor(worker_id)9:factor(category_id)2 100 0 0.070 0.464 -1.055 0.089 1.594
factor(worker_id)10:factor(category_id)2 100 0 0.056 0.433 -0.952 0.022 0.887
factor(worker_id)11:factor(category_id)2 100 0 0.066 0.400 -0.836 -0.015 1.232
factor(worker_id)12:factor(category_id)2 100 0 -0.019 0.419 -1.152 -0.027 1.068
factor(worker_id)13:factor(category_id)2 100 0 0.011 0.437 -1.178 0.004 1.276
factor(worker_id)14:factor(category_id)2 100 0 0.027 0.466 -1.075 0.035 1.291
factor(worker_id)15:factor(category_id)2 100 0 -0.008 0.435 -1.131 0.033 0.855
factor(worker_id)16:factor(category_id)2 100 0 -0.058 0.460 -1.075 0.014 1.239
factor(worker_id)17:factor(category_id)2 100 0 -0.026 0.452 -0.943 -0.029 0.933
factor(worker_id)18:factor(category_id)2 100 0 0.078 0.413 -0.924 0.081 0.922
factor(worker_id)19:factor(category_id)2 100 0 -0.040 0.424 -1.265 -0.078 0.907
factor(worker_id)20:factor(category_id)2 100 0 0.051 0.417 -0.883 0.056 0.884
factor(worker_id)21:factor(category_id)2 100 0 0.051 0.414 -0.903 0.046 1.122
factor(worker_id)22:factor(category_id)2 100 0 0.077 0.396 -0.893 0.087 1.033
factor(worker_id)23:factor(category_id)2 100 0 0.021 0.469 -1.130 -0.090 1.200
factor(worker_id)24:factor(category_id)2 100 0 0.018 0.420 -0.982 0.034 0.951
factor(worker_id)25:factor(category_id)2 100 0 0.031 0.417 -0.983 -0.004 1.150
factor(worker_id)26:factor(category_id)2 100 0 0.013 0.464 -1.041 0.050 1.237
factor(worker_id)27:factor(category_id)2 100 0 0.007 0.463 -1.409 0.003 1.087
factor(worker_id)28:factor(category_id)2 100 0 0.063 0.437 -0.732 0.030 1.317
factor(worker_id)29:factor(category_id)2 100 0 -0.058 0.445 -1.024 -0.088 1.281
factor(worker_id)30:factor(category_id)2 100 0 0.036 0.451 -1.237 0.026 1.393
factor(worker_id)2:factor(category_id)3 100 0 -0.024 0.411 -0.922 0.023 0.837
factor(worker_id)3:factor(category_id)3 100 0 -0.038 0.458 -1.137 -0.046 1.081
factor(worker_id)4:factor(category_id)3 100 0 -0.067 0.397 -1.077 -0.062 0.788
factor(worker_id)5:factor(category_id)3 100 0 -0.005 0.435 -0.894 -0.044 1.271
factor(worker_id)6:factor(category_id)3 100 0 -0.034 0.463 -1.151 -0.035 1.339
factor(worker_id)7:factor(category_id)3 100 0 -0.029 0.415 -1.080 0.017 0.990
factor(worker_id)8:factor(category_id)3 100 0 0.072 0.412 -1.068 0.046 1.091
factor(worker_id)9:factor(category_id)3 100 0 0.021 0.452 -1.326 0.005 1.015
factor(worker_id)10:factor(category_id)3 100 0 -0.009 0.446 -1.145 0.012 1.065
factor(worker_id)11:factor(category_id)3 100 0 0.034 0.426 -1.282 0.058 0.934
factor(worker_id)12:factor(category_id)3 100 0 -0.030 0.454 -1.126 0.087 1.008
factor(worker_id)13:factor(category_id)3 100 0 0.012 0.464 -1.242 0.053 0.994
factor(worker_id)14:factor(category_id)3 100 0 0.011 0.471 -1.157 0.017 1.087
factor(worker_id)15:factor(category_id)3 100 0 -0.009 0.418 -1.168 -0.042 0.922
factor(worker_id)16:factor(category_id)3 100 0 -0.005 0.461 -1.153 -0.007 1.206
factor(worker_id)17:factor(category_id)3 100 0 -0.031 0.461 -0.973 -0.023 1.209
factor(worker_id)18:factor(category_id)3 100 0 0.044 0.464 -0.889 -0.002 1.254
factor(worker_id)19:factor(category_id)3 100 0 -0.045 0.440 -1.152 -0.003 1.275
factor(worker_id)20:factor(category_id)3 100 0 0.079 0.450 -1.258 0.092 1.404
factor(worker_id)21:factor(category_id)3 100 0 -0.022 0.438 -1.533 0.009 0.868
factor(worker_id)22:factor(category_id)3 100 0 0.017 0.457 -1.245 -0.003 1.118
factor(worker_id)23:factor(category_id)3 100 0 0.009 0.456 -1.121 -0.052 1.099
factor(worker_id)24:factor(category_id)3 100 0 0.045 0.401 -0.883 0.025 1.070
factor(worker_id)25:factor(category_id)3 100 0 -0.019 0.420 -1.067 -0.033 0.799
factor(worker_id)26:factor(category_id)3 100 0 -0.039 0.424 -1.181 -0.044 0.931
factor(worker_id)27:factor(category_id)3 100 0 -0.025 0.466 -1.525 -0.014 0.865
factor(worker_id)28:factor(category_id)3 100 0 0.041 0.473 -0.947 0.031 1.146
factor(worker_id)29:factor(category_id)3 100 0 -0.006 0.388 -0.866 -0.045 1.038
factor(worker_id)30:factor(category_id)3 100 0 0.019 0.507 -0.989 -0.024 1.367
factor(worker_id)2:factor(category_id)4 100 0 0.014 0.446 -1.191 0.064 1.169
factor(worker_id)3:factor(category_id)4 100 0 0.012 0.468 -1.191 -0.002 1.303
factor(worker_id)4:factor(category_id)4 100 0 -0.011 0.444 -1.035 0.026 1.054
factor(worker_id)5:factor(category_id)4 100 0 -0.019 0.441 -1.491 0.006 1.098
factor(worker_id)6:factor(category_id)4 100 0 0.037 0.483 -1.147 -0.038 1.288
factor(worker_id)7:factor(category_id)4 100 0 0.053 0.395 -0.943 0.000 0.963
factor(worker_id)8:factor(category_id)4 100 0 0.082 0.426 -1.597 0.063 1.539
factor(worker_id)9:factor(category_id)4 100 0 0.056 0.523 -1.328 0.061 1.783
factor(worker_id)10:factor(category_id)4 100 0 0.058 0.486 -1.177 0.054 1.727
factor(worker_id)11:factor(category_id)4 100 0 0.046 0.417 -1.205 0.057 1.092
factor(worker_id)12:factor(category_id)4 100 0 -0.015 0.461 -0.964 -0.089 1.579
factor(worker_id)13:factor(category_id)4 100 0 0.002 0.432 -1.301 -0.059 0.997
factor(worker_id)14:factor(category_id)4 100 0 0.025 0.491 -0.936 0.067 1.199
factor(worker_id)15:factor(category_id)4 100 0 0.000 0.406 -1.285 0.005 1.237
factor(worker_id)16:factor(category_id)4 100 0 0.025 0.393 -1.203 0.048 0.991
factor(worker_id)17:factor(category_id)4 100 0 0.015 0.487 -1.205 -0.032 1.220
factor(worker_id)18:factor(category_id)4 100 0 0.030 0.414 -0.813 0.029 1.075
factor(worker_id)19:factor(category_id)4 100 0 -0.014 0.444 -1.157 0.013 1.028
factor(worker_id)20:factor(category_id)4 100 0 0.008 0.439 -1.404 0.031 1.209
factor(worker_id)21:factor(category_id)4 100 0 -0.016 0.458 -1.018 0.001 1.240
factor(worker_id)22:factor(category_id)4 100 0 0.060 0.425 -1.280 0.057 1.533
factor(worker_id)23:factor(category_id)4 100 0 0.038 0.460 -1.283 0.035 1.217
factor(worker_id)24:factor(category_id)4 100 0 0.071 0.405 -0.885 0.050 1.103
factor(worker_id)25:factor(category_id)4 100 0 0.031 0.413 -0.897 0.010 1.145
factor(worker_id)26:factor(category_id)4 100 0 0.037 0.404 -0.916 -0.002 1.158
factor(worker_id)27:factor(category_id)4 100 0 0.025 0.473 -1.144 0.040 1.053
factor(worker_id)28:factor(category_id)4 100 0 0.050 0.442 -1.095 0.077 1.588
factor(worker_id)29:factor(category_id)4 100 0 -0.011 0.418 -1.050 -0.017 0.981
factor(worker_id)30:factor(category_id)4 100 0 0.105 0.438 -1.091 0.107 1.153
factor(worker_id)2:factor(category_id)5 100 0 -0.012 0.483 -1.295 -0.041 0.941
factor(worker_id)3:factor(category_id)5 100 0 0.005 0.450 -1.091 -0.030 0.937
factor(worker_id)4:factor(category_id)5 100 0 -0.034 0.485 -1.206 -0.039 0.893
factor(worker_id)5:factor(category_id)5 100 0 0.065 0.454 -1.167 0.060 1.213
factor(worker_id)6:factor(category_id)5 100 0 -0.030 0.446 -0.949 -0.015 0.831
factor(worker_id)7:factor(category_id)5 100 0 0.034 0.431 -0.925 0.084 1.050
factor(worker_id)8:factor(category_id)5 100 0 0.056 0.411 -0.978 0.102 0.917
factor(worker_id)9:factor(category_id)5 100 0 0.074 0.482 -1.372 0.086 1.260
factor(worker_id)10:factor(category_id)5 100 0 0.023 0.505 -1.257 0.056 1.052
factor(worker_id)11:factor(category_id)5 100 0 -0.002 0.453 -1.158 0.071 0.937
factor(worker_id)12:factor(category_id)5 100 0 -0.014 0.453 -1.094 -0.037 1.095
factor(worker_id)13:factor(category_id)5 100 0 0.014 0.426 -1.042 -0.005 1.170
factor(worker_id)14:factor(category_id)5 100 0 -0.009 0.427 -1.093 0.009 1.091
factor(worker_id)15:factor(category_id)5 100 0 -0.035 0.447 -1.291 -0.034 1.438
factor(worker_id)16:factor(category_id)5 100 0 -0.012 0.449 -1.223 0.015 0.931
factor(worker_id)17:factor(category_id)5 100 0 -0.047 0.432 -1.061 -0.031 0.975
factor(worker_id)18:factor(category_id)5 100 0 0.027 0.450 -1.300 0.098 1.176
factor(worker_id)19:factor(category_id)5 100 0 -0.033 0.455 -1.307 0.003 1.086
factor(worker_id)20:factor(category_id)5 100 0 -0.001 0.454 -1.093 0.041 1.120
factor(worker_id)21:factor(category_id)5 100 0 0.028 0.393 -0.934 0.101 0.830
factor(worker_id)22:factor(category_id)5 100 0 0.053 0.381 -0.882 0.080 0.990
factor(worker_id)23:factor(category_id)5 100 0 0.046 0.488 -1.179 0.115 1.099
factor(worker_id)24:factor(category_id)5 100 0 0.013 0.433 -1.351 0.028 0.889
factor(worker_id)25:factor(category_id)5 100 0 -0.001 0.474 -1.154 0.012 1.167
factor(worker_id)26:factor(category_id)5 100 0 0.003 0.418 -1.277 0.093 1.264
factor(worker_id)27:factor(category_id)5 100 0 0.036 0.446 -0.890 0.045 1.036
factor(worker_id)28:factor(category_id)5 100 0 0.036 0.466 -1.166 0.068 1.120
factor(worker_id)29:factor(category_id)5 100 0 -0.007 0.396 -1.051 -0.027 1.254
factor(worker_id)30:factor(category_id)5 100 0 0.015 0.466 -1.185 0.026 1.084

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.01
factor(worker_id)3 0.31
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(category_id)2 0.94
factor(category_id)3 0.83
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0.36
factor(worker_id)3:factor(category_id)2 1
factor(worker_id)4:factor(category_id)2 0.02
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0.23
factor(worker_id)7:factor(category_id)2 0.98
factor(worker_id)8:factor(category_id)2 0.66
factor(worker_id)9:factor(category_id)2 0.01
factor(worker_id)10:factor(category_id)2 0.95
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 0
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 0.32
factor(worker_id)15:factor(category_id)2 0
factor(worker_id)16:factor(category_id)2 0.82
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 1
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 0.73
factor(worker_id)21:factor(category_id)2 0
factor(worker_id)22:factor(category_id)2 0.63
factor(worker_id)23:factor(category_id)2 0.58
factor(worker_id)24:factor(category_id)2 0.04
factor(worker_id)25:factor(category_id)2 0.99
factor(worker_id)26:factor(category_id)2 0
factor(worker_id)27:factor(category_id)2 0.02
factor(worker_id)28:factor(category_id)2 0.16
factor(worker_id)29:factor(category_id)2 0.01
factor(worker_id)30:factor(category_id)2 0.01
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)3:factor(category_id)3 1
factor(worker_id)4:factor(category_id)3 0.97
factor(worker_id)5:factor(category_id)3 0.57
factor(worker_id)6:factor(category_id)3 0.9
factor(worker_id)7:factor(category_id)3 0.92
factor(worker_id)8:factor(category_id)3 0
factor(worker_id)9:factor(category_id)3 0.85
factor(worker_id)10:factor(category_id)3 0.95
factor(worker_id)11:factor(category_id)3 0.99
factor(worker_id)12:factor(category_id)3 0.54
factor(worker_id)13:factor(category_id)3 0
factor(worker_id)14:factor(category_id)3 0.03
factor(worker_id)15:factor(category_id)3 0
factor(worker_id)16:factor(category_id)3 0.91
factor(worker_id)17:factor(category_id)3 0
factor(worker_id)18:factor(category_id)3 0.99
factor(worker_id)19:factor(category_id)3 0
factor(worker_id)20:factor(category_id)3 0.57
factor(worker_id)21:factor(category_id)3 0
factor(worker_id)22:factor(category_id)3 0
factor(worker_id)23:factor(category_id)3 1
factor(worker_id)24:factor(category_id)3 1
factor(worker_id)25:factor(category_id)3 1
factor(worker_id)26:factor(category_id)3 0
factor(worker_id)27:factor(category_id)3 0.94
factor(worker_id)28:factor(category_id)3 0.62
factor(worker_id)29:factor(category_id)3 0.59
factor(worker_id)30:factor(category_id)3 0.54
factor(worker_id)2:factor(category_id)4 0.07
factor(worker_id)3:factor(category_id)4 1
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0.38
factor(worker_id)6:factor(category_id)4 0.95
factor(worker_id)7:factor(category_id)4 0.13
factor(worker_id)8:factor(category_id)4 0.01
factor(worker_id)9:factor(category_id)4 0.96
factor(worker_id)10:factor(category_id)4 0
factor(worker_id)11:factor(category_id)4 0
factor(worker_id)12:factor(category_id)4 0.05
factor(worker_id)13:factor(category_id)4 0
factor(worker_id)14:factor(category_id)4 0
factor(worker_id)15:factor(category_id)4 0
factor(worker_id)16:factor(category_id)4 0
factor(worker_id)17:factor(category_id)4 0
factor(worker_id)18:factor(category_id)4 0.07
factor(worker_id)19:factor(category_id)4 0
factor(worker_id)20:factor(category_id)4 0
factor(worker_id)21:factor(category_id)4 0
factor(worker_id)22:factor(category_id)4 0.01
factor(worker_id)23:factor(category_id)4 0.09
factor(worker_id)24:factor(category_id)4 0
factor(worker_id)25:factor(category_id)4 1
factor(worker_id)26:factor(category_id)4 0
factor(worker_id)27:factor(category_id)4 0
factor(worker_id)28:factor(category_id)4 0.01
factor(worker_id)29:factor(category_id)4 0
factor(worker_id)30:factor(category_id)4 0.05
factor(worker_id)2:factor(category_id)5 0.97
factor(worker_id)3:factor(category_id)5 0.94
factor(worker_id)4:factor(category_id)5 0.06
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)6:factor(category_id)5 0
factor(worker_id)7:factor(category_id)5 0.92
factor(worker_id)8:factor(category_id)5 0
factor(worker_id)9:factor(category_id)5 0.6
factor(worker_id)10:factor(category_id)5 0.01
factor(worker_id)11:factor(category_id)5 0
factor(worker_id)12:factor(category_id)5 0
factor(worker_id)13:factor(category_id)5 0
factor(worker_id)14:factor(category_id)5 0.01
factor(worker_id)15:factor(category_id)5 0
factor(worker_id)16:factor(category_id)5 0.07
factor(worker_id)17:factor(category_id)5 0
factor(worker_id)18:factor(category_id)5 0
factor(worker_id)19:factor(category_id)5 0
factor(worker_id)20:factor(category_id)5 0
factor(worker_id)21:factor(category_id)5 0
factor(worker_id)22:factor(category_id)5 0.03
factor(worker_id)23:factor(category_id)5 0.98
factor(worker_id)24:factor(category_id)5 0.27
factor(worker_id)25:factor(category_id)5 0.81
factor(worker_id)26:factor(category_id)5 0
factor(worker_id)27:factor(category_id)5 0
factor(worker_id)28:factor(category_id)5 0.52
factor(worker_id)29:factor(category_id)5 0
factor(worker_id)30:factor(category_id)5 0.99

Significant match effect number = 30 out of 116

num_process = 30, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.013 0.191 -0.519 -0.011 0.553
factor(worker_id)2 100 0 0.010 0.233 -0.532 0.020 0.579
factor(worker_id)3 100 0 0.005 0.277 -0.704 0.008 0.680
factor(worker_id)4 100 0 0.019 0.265 -0.589 0.034 0.657
factor(worker_id)5 100 0 0.015 0.254 -0.702 0.008 0.763
factor(worker_id)6 100 0 0.042 0.270 -0.631 0.016 0.718
factor(worker_id)7 100 0 0.026 0.268 -0.534 0.009 0.762
factor(worker_id)8 100 0 0.002 0.250 -0.722 -0.007 0.575
factor(worker_id)9 100 0 0.002 0.259 -0.694 -0.023 0.609
factor(worker_id)10 100 0 0.028 0.249 -0.503 0.005 0.716
factor(worker_id)11 100 0 0.001 0.278 -0.612 -0.009 0.747
factor(worker_id)12 100 0 0.017 0.231 -0.429 0.019 0.521
factor(worker_id)13 100 0 -0.002 0.254 -0.666 -0.017 0.715
factor(worker_id)14 100 0 0.029 0.294 -0.771 0.029 0.787
factor(worker_id)15 100 0 0.025 0.223 -0.672 0.004 0.826
factor(worker_id)16 100 0 0.037 0.236 -0.595 0.056 0.534
factor(worker_id)17 100 0 0.005 0.266 -0.558 -0.007 0.672
factor(worker_id)18 100 0 0.040 0.239 -0.691 0.013 0.711
factor(worker_id)19 100 0 0.036 0.269 -0.679 0.024 0.671
factor(worker_id)20 100 0 -0.006 0.261 -0.812 -0.002 0.674
factor(worker_id)21 100 0 0.013 0.288 -0.773 0.014 0.815
factor(worker_id)22 100 0 -0.004 0.250 -0.663 -0.018 0.656
factor(worker_id)23 100 0 0.041 0.277 -0.660 0.035 0.763
factor(worker_id)24 100 0 0.028 0.264 -0.678 0.045 0.901
factor(worker_id)25 100 0 0.017 0.262 -0.631 -0.031 0.770
factor(worker_id)26 100 0 0.012 0.243 -0.697 0.018 0.576
factor(worker_id)27 100 0 0.010 0.250 -0.534 0.016 0.671
factor(worker_id)28 100 0 0.000 0.256 -0.648 0.000 0.603
factor(worker_id)29 100 0 -0.006 0.245 -0.788 0.001 0.632
factor(worker_id)30 100 0 0.010 0.280 -0.706 0.021 0.721
factor(category_id)2 100 0 0.023 0.272 -0.701 0.025 0.692
factor(category_id)3 100 0 0.019 0.276 -0.800 0.020 0.649
factor(category_id)4 100 0 0.012 0.249 -0.519 0.033 0.732
factor(category_id)5 100 0 0.018 0.300 -0.616 0.034 0.603
factor(worker_id)2:factor(category_id)2 100 0 -0.030 0.354 -0.794 -0.014 0.800
factor(worker_id)3:factor(category_id)2 100 0 -0.007 0.377 -0.836 0.011 0.694
factor(worker_id)4:factor(category_id)2 100 0 -0.013 0.400 -0.975 0.005 1.155
factor(worker_id)5:factor(category_id)2 100 0 -0.031 0.377 -0.927 -0.003 1.118
factor(worker_id)6:factor(category_id)2 100 0 -0.036 0.342 -0.904 0.005 0.683
factor(worker_id)7:factor(category_id)2 100 0 -0.031 0.362 -1.026 -0.050 0.955
factor(worker_id)8:factor(category_id)2 100 0 -0.009 0.384 -0.954 -0.015 0.855
factor(worker_id)9:factor(category_id)2 100 0 -0.008 0.384 -0.885 -0.023 0.867
factor(worker_id)10:factor(category_id)2 100 0 -0.020 0.346 -0.796 -0.051 0.717
factor(worker_id)11:factor(category_id)2 100 0 -0.009 0.373 -0.993 -0.005 0.908
factor(worker_id)12:factor(category_id)2 100 0 -0.045 0.372 -0.908 -0.074 0.819
factor(worker_id)13:factor(category_id)2 100 0 -0.028 0.369 -0.931 -0.010 0.979
factor(worker_id)14:factor(category_id)2 100 0 -0.047 0.394 -0.973 -0.047 0.921
factor(worker_id)15:factor(category_id)2 100 0 -0.027 0.333 -0.831 -0.017 0.702
factor(worker_id)16:factor(category_id)2 100 0 -0.043 0.369 -0.866 -0.048 1.139
factor(worker_id)17:factor(category_id)2 100 0 -0.023 0.384 -1.063 -0.065 0.992
factor(worker_id)18:factor(category_id)2 100 0 -0.046 0.378 -0.941 -0.080 0.744
factor(worker_id)19:factor(category_id)2 100 0 -0.029 0.387 -1.081 -0.037 0.994
factor(worker_id)20:factor(category_id)2 100 0 0.034 0.334 -0.720 0.009 0.832
factor(worker_id)21:factor(category_id)2 100 0 -0.046 0.405 -1.159 -0.057 0.988
factor(worker_id)22:factor(category_id)2 100 0 -0.016 0.345 -1.087 -0.045 0.739
factor(worker_id)23:factor(category_id)2 100 0 -0.041 0.391 -0.901 -0.032 0.759
factor(worker_id)24:factor(category_id)2 100 0 -0.022 0.382 -1.051 -0.003 1.055
factor(worker_id)25:factor(category_id)2 100 0 -0.031 0.366 -0.883 -0.009 0.629
factor(worker_id)26:factor(category_id)2 100 0 -0.018 0.368 -0.805 -0.046 1.232
factor(worker_id)27:factor(category_id)2 100 0 -0.038 0.413 -1.156 -0.039 0.886
factor(worker_id)28:factor(category_id)2 100 0 -0.037 0.362 -0.953 -0.046 1.148
factor(worker_id)29:factor(category_id)2 100 0 0.008 0.374 -0.952 0.020 1.101
factor(worker_id)30:factor(category_id)2 100 0 -0.011 0.388 -1.144 0.003 1.197
factor(worker_id)2:factor(category_id)3 100 0 -0.013 0.344 -0.717 -0.055 0.902
factor(worker_id)3:factor(category_id)3 100 0 -0.028 0.397 -0.939 -0.048 1.207
factor(worker_id)4:factor(category_id)3 100 0 0.023 0.382 -0.745 0.002 0.880
factor(worker_id)5:factor(category_id)3 100 0 -0.045 0.389 -0.950 -0.054 1.084
factor(worker_id)6:factor(category_id)3 100 0 -0.065 0.404 -1.159 -0.065 1.127
factor(worker_id)7:factor(category_id)3 100 0 -0.036 0.374 -0.974 -0.048 0.893
factor(worker_id)8:factor(category_id)3 100 0 0.010 0.321 -0.708 -0.016 0.975
factor(worker_id)9:factor(category_id)3 100 0 -0.051 0.367 -0.840 -0.039 0.630
factor(worker_id)10:factor(category_id)3 100 0 -0.039 0.364 -1.023 -0.042 0.749
factor(worker_id)11:factor(category_id)3 100 0 -0.009 0.385 -0.700 -0.032 0.989
factor(worker_id)12:factor(category_id)3 100 0 0.001 0.371 -0.813 -0.026 1.023
factor(worker_id)13:factor(category_id)3 100 0 -0.023 0.349 -0.868 -0.010 0.866
factor(worker_id)14:factor(category_id)3 100 0 -0.039 0.409 -0.804 -0.090 1.033
factor(worker_id)15:factor(category_id)3 100 0 -0.032 0.362 -0.920 -0.047 0.915
factor(worker_id)16:factor(category_id)3 100 0 -0.067 0.382 -0.799 -0.087 1.098
factor(worker_id)17:factor(category_id)3 100 0 -0.021 0.373 -1.190 0.044 0.683
factor(worker_id)18:factor(category_id)3 100 0 -0.049 0.316 -0.748 -0.084 0.744
factor(worker_id)19:factor(category_id)3 100 0 -0.006 0.331 -0.782 0.020 0.802
factor(worker_id)20:factor(category_id)3 100 0 0.000 0.367 -1.315 -0.030 0.932
factor(worker_id)21:factor(category_id)3 100 0 0.011 0.366 -0.961 -0.012 0.924
factor(worker_id)22:factor(category_id)3 100 0 -0.016 0.366 -1.042 -0.039 0.988
factor(worker_id)23:factor(category_id)3 100 0 -0.048 0.387 -1.123 -0.050 1.045
factor(worker_id)24:factor(category_id)3 100 0 -0.030 0.386 -0.972 -0.014 0.840
factor(worker_id)25:factor(category_id)3 100 0 -0.028 0.375 -0.785 -0.023 0.931
factor(worker_id)26:factor(category_id)3 100 0 -0.007 0.350 -0.905 -0.007 0.896
factor(worker_id)27:factor(category_id)3 100 0 -0.005 0.352 -0.849 -0.023 1.054
factor(worker_id)28:factor(category_id)3 100 0 -0.010 0.364 -0.886 -0.023 0.879
factor(worker_id)29:factor(category_id)3 100 0 0.021 0.374 -0.937 -0.003 0.971
factor(worker_id)30:factor(category_id)3 100 0 -0.031 0.366 -0.736 -0.066 1.038
factor(worker_id)2:factor(category_id)4 100 0 0.011 0.365 -1.041 0.005 0.802
factor(worker_id)3:factor(category_id)4 100 0 -0.018 0.384 -1.008 0.038 0.831
factor(worker_id)4:factor(category_id)4 100 0 -0.027 0.341 -1.070 -0.030 0.766
factor(worker_id)5:factor(category_id)4 100 0 -0.045 0.367 -1.133 -0.023 0.849
factor(worker_id)6:factor(category_id)4 100 0 -0.024 0.368 -1.117 -0.015 0.993
factor(worker_id)7:factor(category_id)4 100 0 -0.037 0.380 -1.296 -0.026 0.792
factor(worker_id)8:factor(category_id)4 100 0 0.009 0.325 -0.851 0.005 0.811
factor(worker_id)9:factor(category_id)4 100 0 0.028 0.371 -1.074 0.035 0.966
factor(worker_id)10:factor(category_id)4 100 0 -0.028 0.339 -0.966 -0.045 0.773
factor(worker_id)11:factor(category_id)4 100 0 0.005 0.368 -0.833 0.028 0.932
factor(worker_id)12:factor(category_id)4 100 0 -0.021 0.329 -0.973 -0.020 0.874
factor(worker_id)13:factor(category_id)4 100 0 0.006 0.353 -0.936 0.018 0.687
factor(worker_id)14:factor(category_id)4 100 0 -0.018 0.393 -0.940 -0.059 0.954
factor(worker_id)15:factor(category_id)4 100 0 0.005 0.331 -0.957 0.011 0.726
factor(worker_id)16:factor(category_id)4 100 0 -0.067 0.358 -1.062 -0.086 0.651
factor(worker_id)17:factor(category_id)4 100 0 0.013 0.379 -0.730 -0.003 1.284
factor(worker_id)18:factor(category_id)4 100 0 -0.050 0.366 -1.033 -0.034 0.843
factor(worker_id)19:factor(category_id)4 100 0 -0.019 0.410 -0.945 -0.019 0.844
factor(worker_id)20:factor(category_id)4 100 0 0.008 0.335 -0.846 -0.002 0.752
factor(worker_id)21:factor(category_id)4 100 0 -0.027 0.360 -1.187 -0.058 0.948
factor(worker_id)22:factor(category_id)4 100 0 0.017 0.352 -0.754 -0.006 0.692
factor(worker_id)23:factor(category_id)4 100 0 -0.030 0.347 -0.940 -0.027 0.695
factor(worker_id)24:factor(category_id)4 100 0 -0.024 0.386 -1.225 0.011 1.323
factor(worker_id)25:factor(category_id)4 100 0 -0.001 0.359 -1.106 0.027 0.999
factor(worker_id)26:factor(category_id)4 100 0 -0.032 0.332 -0.788 0.013 0.602
factor(worker_id)27:factor(category_id)4 100 0 -0.008 0.322 -0.774 -0.023 0.760
factor(worker_id)28:factor(category_id)4 100 0 -0.035 0.365 -1.179 -0.033 0.610
factor(worker_id)29:factor(category_id)4 100 0 -0.013 0.382 -1.120 -0.001 0.933
factor(worker_id)30:factor(category_id)4 100 0 0.010 0.382 -1.194 -0.004 0.816
factor(worker_id)2:factor(category_id)5 100 0 -0.010 0.394 -1.114 0.006 1.301
factor(worker_id)3:factor(category_id)5 100 0 0.023 0.432 -1.109 0.016 0.907
factor(worker_id)4:factor(category_id)5 100 0 -0.040 0.399 -0.933 -0.078 0.711
factor(worker_id)5:factor(category_id)5 100 0 -0.038 0.357 -0.834 -0.013 0.777
factor(worker_id)6:factor(category_id)5 100 0 -0.030 0.387 -0.885 0.003 0.756
factor(worker_id)7:factor(category_id)5 100 0 0.007 0.396 -1.015 0.038 1.054
factor(worker_id)8:factor(category_id)5 100 0 0.028 0.420 -1.098 0.049 1.065
factor(worker_id)9:factor(category_id)5 100 0 -0.010 0.424 -1.035 -0.036 0.935
factor(worker_id)10:factor(category_id)5 100 0 -0.026 0.412 -1.158 -0.019 0.895
factor(worker_id)11:factor(category_id)5 100 0 -0.016 0.410 -1.058 -0.013 0.800
factor(worker_id)12:factor(category_id)5 100 0 -0.044 0.382 -1.119 -0.030 0.946
factor(worker_id)13:factor(category_id)5 100 0 -0.020 0.383 -0.912 -0.008 0.857
factor(worker_id)14:factor(category_id)5 100 0 -0.017 0.423 -1.061 0.018 1.055
factor(worker_id)15:factor(category_id)5 100 0 -0.062 0.351 -0.964 -0.068 0.834
factor(worker_id)16:factor(category_id)5 100 0 -0.025 0.349 -0.580 -0.080 0.883
factor(worker_id)17:factor(category_id)5 100 0 0.001 0.345 -0.807 -0.024 0.884
factor(worker_id)18:factor(category_id)5 100 0 -0.053 0.389 -0.899 -0.019 0.822
factor(worker_id)19:factor(category_id)5 100 0 -0.081 0.393 -0.853 -0.127 0.981
factor(worker_id)20:factor(category_id)5 100 0 -0.011 0.397 -1.023 0.032 1.095
factor(worker_id)21:factor(category_id)5 100 0 -0.025 0.430 -1.188 -0.008 0.899
factor(worker_id)22:factor(category_id)5 100 0 -0.015 0.410 -0.970 -0.016 1.160
factor(worker_id)23:factor(category_id)5 100 0 -0.049 0.422 -1.219 -0.038 0.919
factor(worker_id)24:factor(category_id)5 100 0 -0.052 0.413 -0.997 -0.052 0.965
factor(worker_id)25:factor(category_id)5 100 0 -0.016 0.423 -1.123 -0.021 0.888
factor(worker_id)26:factor(category_id)5 100 0 -0.001 0.396 -1.162 0.005 1.055
factor(worker_id)27:factor(category_id)5 100 0 -0.019 0.368 -0.848 -0.030 0.975
factor(worker_id)28:factor(category_id)5 100 0 -0.013 0.421 -0.822 -0.082 1.087
factor(worker_id)29:factor(category_id)5 100 0 -0.006 0.360 -0.834 0.007 0.960
factor(worker_id)30:factor(category_id)5 100 0 -0.012 0.419 -1.035 -0.035 1.070

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 0.47
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(category_id)2 0.85
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0.03
factor(worker_id)4:factor(category_id)2 1
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0.06
factor(worker_id)7:factor(category_id)2 0.2
factor(worker_id)8:factor(category_id)2 0.46
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 1
factor(worker_id)11:factor(category_id)2 0.01
factor(worker_id)12:factor(category_id)2 0.25
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 1
factor(worker_id)15:factor(category_id)2 0
factor(worker_id)16:factor(category_id)2 1
factor(worker_id)17:factor(category_id)2 0.99
factor(worker_id)18:factor(category_id)2 0.04
factor(worker_id)19:factor(category_id)2 1
factor(worker_id)20:factor(category_id)2 0
factor(worker_id)21:factor(category_id)2 0.43
factor(worker_id)22:factor(category_id)2 1
factor(worker_id)23:factor(category_id)2 0
factor(worker_id)24:factor(category_id)2 0
factor(worker_id)25:factor(category_id)2 0
factor(worker_id)26:factor(category_id)2 0.44
factor(worker_id)27:factor(category_id)2 0.05
factor(worker_id)28:factor(category_id)2 1
factor(worker_id)29:factor(category_id)2 0
factor(worker_id)30:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0.91
factor(worker_id)4:factor(category_id)3 0.84
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)6:factor(category_id)3 0.9
factor(worker_id)7:factor(category_id)3 0.99
factor(worker_id)8:factor(category_id)3 0.19
factor(worker_id)9:factor(category_id)3 0
factor(worker_id)10:factor(category_id)3 1
factor(worker_id)11:factor(category_id)3 0
factor(worker_id)12:factor(category_id)3 0.41
factor(worker_id)13:factor(category_id)3 0.05
factor(worker_id)14:factor(category_id)3 0.79
factor(worker_id)15:factor(category_id)3 0.95
factor(worker_id)16:factor(category_id)3 0
factor(worker_id)17:factor(category_id)3 1
factor(worker_id)18:factor(category_id)3 0
factor(worker_id)19:factor(category_id)3 1
factor(worker_id)20:factor(category_id)3 0
factor(worker_id)21:factor(category_id)3 0.09
factor(worker_id)22:factor(category_id)3 1
factor(worker_id)23:factor(category_id)3 0.28
factor(worker_id)24:factor(category_id)3 0.88
factor(worker_id)25:factor(category_id)3 0
factor(worker_id)26:factor(category_id)3 0.85
factor(worker_id)27:factor(category_id)3 0.91
factor(worker_id)28:factor(category_id)3 0
factor(worker_id)29:factor(category_id)3 0
factor(worker_id)30:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0.99
factor(worker_id)4:factor(category_id)4 1
factor(worker_id)5:factor(category_id)4 0.1
factor(worker_id)6:factor(category_id)4 0.73
factor(worker_id)7:factor(category_id)4 1
factor(worker_id)8:factor(category_id)4 0.13
factor(worker_id)9:factor(category_id)4 0.73
factor(worker_id)10:factor(category_id)4 1
factor(worker_id)11:factor(category_id)4 1
factor(worker_id)12:factor(category_id)4 0.46
factor(worker_id)13:factor(category_id)4 0.49
factor(worker_id)14:factor(category_id)4 1
factor(worker_id)15:factor(category_id)4 0.87
factor(worker_id)16:factor(category_id)4 1
factor(worker_id)17:factor(category_id)4 1
factor(worker_id)18:factor(category_id)4 0.58
factor(worker_id)19:factor(category_id)4 1
factor(worker_id)20:factor(category_id)4 0.91
factor(worker_id)21:factor(category_id)4 1
factor(worker_id)22:factor(category_id)4 0.49
factor(worker_id)23:factor(category_id)4 0.91
factor(worker_id)24:factor(category_id)4 0.01
factor(worker_id)25:factor(category_id)4 0
factor(worker_id)26:factor(category_id)4 0.98
factor(worker_id)27:factor(category_id)4 0.98
factor(worker_id)28:factor(category_id)4 0.65
factor(worker_id)29:factor(category_id)4 0.98
factor(worker_id)30:factor(category_id)4 0.04
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 1
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)6:factor(category_id)5 0
factor(worker_id)7:factor(category_id)5 0.1
factor(worker_id)8:factor(category_id)5 0.42
factor(worker_id)9:factor(category_id)5 0
factor(worker_id)10:factor(category_id)5 0.31
factor(worker_id)11:factor(category_id)5 0
factor(worker_id)12:factor(category_id)5 0
factor(worker_id)13:factor(category_id)5 0
factor(worker_id)14:factor(category_id)5 0.87
factor(worker_id)15:factor(category_id)5 0
factor(worker_id)16:factor(category_id)5 0
factor(worker_id)17:factor(category_id)5 0.64
factor(worker_id)18:factor(category_id)5 0
factor(worker_id)19:factor(category_id)5 0.65
factor(worker_id)20:factor(category_id)5 0.63
factor(worker_id)21:factor(category_id)5 0.26
factor(worker_id)22:factor(category_id)5 0.01
factor(worker_id)23:factor(category_id)5 0
factor(worker_id)24:factor(category_id)5 0
factor(worker_id)25:factor(category_id)5 0
factor(worker_id)26:factor(category_id)5 0.95
factor(worker_id)27:factor(category_id)5 0.01
factor(worker_id)28:factor(category_id)5 0
factor(worker_id)29:factor(category_id)5 0
factor(worker_id)30:factor(category_id)5 0

Significant match effect number = 39 out of 116

num_process = 40, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.001 0.176 -0.512 -0.015 0.373
factor(worker_id)2 100 0 0.021 0.254 -0.713 0.013 0.636
factor(worker_id)3 100 0 0.002 0.232 -0.583 0.011 0.532
factor(worker_id)4 100 0 0.021 0.213 -0.520 0.025 0.495
factor(worker_id)5 100 0 0.000 0.202 -0.457 -0.009 0.626
factor(worker_id)6 100 0 0.021 0.253 -0.485 0.013 0.569
factor(worker_id)7 100 0 0.011 0.242 -0.594 0.025 0.542
factor(worker_id)8 100 0 -0.001 0.249 -0.677 0.025 0.656
factor(worker_id)9 100 0 0.005 0.258 -0.664 0.033 0.834
factor(worker_id)10 100 0 -0.017 0.235 -0.632 -0.016 0.507
factor(worker_id)11 100 0 -0.021 0.247 -0.542 -0.043 0.629
factor(worker_id)12 100 0 0.033 0.262 -0.558 0.067 0.623
factor(worker_id)13 100 0 0.007 0.246 -0.561 0.008 0.738
factor(worker_id)14 100 0 -0.003 0.229 -0.428 0.010 0.572
factor(worker_id)15 100 0 0.005 0.228 -0.656 0.005 0.517
factor(worker_id)16 100 0 0.001 0.227 -0.615 0.019 0.460
factor(worker_id)17 100 0 0.012 0.233 -0.537 0.043 0.590
factor(worker_id)18 100 0 -0.026 0.222 -0.529 -0.008 0.521
factor(worker_id)19 100 0 0.007 0.217 -0.480 0.000 0.507
factor(worker_id)20 100 0 -0.004 0.251 -0.597 0.009 0.661
factor(worker_id)21 100 0 -0.025 0.229 -0.627 -0.011 0.549
factor(worker_id)22 100 0 0.003 0.227 -0.513 0.019 0.497
factor(worker_id)23 100 0 0.005 0.241 -0.665 0.014 0.618
factor(worker_id)24 100 0 0.003 0.227 -0.542 -0.015 0.732
factor(worker_id)25 100 0 0.010 0.268 -0.720 -0.029 0.638
factor(worker_id)26 100 0 -0.014 0.240 -0.604 -0.002 0.690
factor(worker_id)27 100 0 0.008 0.242 -0.558 0.005 0.566
factor(worker_id)28 100 0 0.024 0.236 -0.626 0.002 0.881
factor(worker_id)29 100 0 -0.013 0.234 -0.576 0.020 0.482
factor(worker_id)30 100 0 -0.006 0.213 -0.434 0.013 0.700
factor(category_id)2 100 0 -0.033 0.236 -0.530 -0.019 0.517
factor(category_id)3 100 0 -0.016 0.256 -0.712 -0.040 0.701
factor(category_id)4 100 0 -0.012 0.249 -0.719 -0.004 0.553
factor(category_id)5 100 0 -0.008 0.222 -0.553 0.012 0.372
factor(worker_id)2:factor(category_id)2 100 0 0.044 0.322 -0.828 0.034 0.876
factor(worker_id)3:factor(category_id)2 100 0 0.038 0.362 -0.750 0.041 0.760
factor(worker_id)4:factor(category_id)2 100 0 0.026 0.326 -0.698 0.049 0.921
factor(worker_id)5:factor(category_id)2 100 0 0.025 0.304 -0.626 0.038 0.830
factor(worker_id)6:factor(category_id)2 100 0 0.017 0.309 -0.730 -0.027 0.987
factor(worker_id)7:factor(category_id)2 100 0 0.001 0.297 -0.583 -0.008 0.681
factor(worker_id)8:factor(category_id)2 100 0 0.045 0.336 -1.024 0.025 0.919
factor(worker_id)9:factor(category_id)2 100 0 0.000 0.327 -0.940 -0.028 0.890
factor(worker_id)10:factor(category_id)2 100 0 0.024 0.304 -0.669 0.050 0.966
factor(worker_id)11:factor(category_id)2 100 0 0.074 0.347 -0.627 0.076 0.917
factor(worker_id)12:factor(category_id)2 100 0 -0.021 0.317 -0.760 -0.048 0.761
factor(worker_id)13:factor(category_id)2 100 0 0.006 0.323 -0.870 0.040 0.809
factor(worker_id)14:factor(category_id)2 100 0 0.043 0.300 -0.590 0.063 0.830
factor(worker_id)15:factor(category_id)2 100 0 0.030 0.298 -0.744 0.037 0.875
factor(worker_id)16:factor(category_id)2 100 0 0.075 0.338 -0.588 -0.006 1.000
factor(worker_id)17:factor(category_id)2 100 0 0.035 0.301 -0.658 0.032 0.755
factor(worker_id)18:factor(category_id)2 100 0 0.060 0.311 -0.704 0.072 0.783
factor(worker_id)19:factor(category_id)2 100 0 0.022 0.339 -0.612 -0.007 0.839
factor(worker_id)20:factor(category_id)2 100 0 0.013 0.327 -0.737 0.022 0.865
factor(worker_id)21:factor(category_id)2 100 0 0.053 0.312 -0.744 0.066 0.790
factor(worker_id)22:factor(category_id)2 100 0 0.031 0.343 -0.778 0.031 0.938
factor(worker_id)23:factor(category_id)2 100 0 0.044 0.312 -0.810 0.052 0.942
factor(worker_id)24:factor(category_id)2 100 0 0.025 0.297 -0.772 0.048 0.633
factor(worker_id)25:factor(category_id)2 100 0 0.021 0.326 -0.652 0.044 0.850
factor(worker_id)26:factor(category_id)2 100 0 0.050 0.342 -0.761 0.072 0.830
factor(worker_id)27:factor(category_id)2 100 0 0.009 0.337 -0.892 0.006 0.772
factor(worker_id)28:factor(category_id)2 100 0 0.025 0.311 -1.052 0.015 0.796
factor(worker_id)29:factor(category_id)2 100 0 0.057 0.322 -0.551 0.050 0.773
factor(worker_id)30:factor(category_id)2 100 0 0.075 0.297 -0.756 0.087 0.665
factor(worker_id)2:factor(category_id)3 100 0 -0.034 0.354 -1.049 -0.041 0.734
factor(worker_id)3:factor(category_id)3 100 0 0.022 0.340 -0.817 0.050 1.118
factor(worker_id)4:factor(category_id)3 100 0 0.005 0.295 -0.755 -0.021 0.611
factor(worker_id)5:factor(category_id)3 100 0 0.038 0.313 -1.036 0.054 0.721
factor(worker_id)6:factor(category_id)3 100 0 -0.004 0.335 -1.052 0.008 0.793
factor(worker_id)7:factor(category_id)3 100 0 -0.004 0.363 -1.003 0.010 0.829
factor(worker_id)8:factor(category_id)3 100 0 0.041 0.359 -0.905 0.024 1.004
factor(worker_id)9:factor(category_id)3 100 0 0.026 0.351 -0.998 0.057 0.970
factor(worker_id)10:factor(category_id)3 100 0 0.036 0.328 -1.108 0.062 0.847
factor(worker_id)11:factor(category_id)3 100 0 0.057 0.347 -0.849 0.082 0.993
factor(worker_id)12:factor(category_id)3 100 0 -0.008 0.347 -0.901 0.024 1.234
factor(worker_id)13:factor(category_id)3 100 0 -0.008 0.349 -1.075 0.023 1.075
factor(worker_id)14:factor(category_id)3 100 0 0.016 0.365 -0.942 0.034 0.801
factor(worker_id)15:factor(category_id)3 100 0 0.013 0.336 -0.807 0.043 0.744
factor(worker_id)16:factor(category_id)3 100 0 0.010 0.316 -0.739 0.018 0.823
factor(worker_id)17:factor(category_id)3 100 0 0.009 0.347 -1.131 -0.018 0.806
factor(worker_id)18:factor(category_id)3 100 0 0.040 0.315 -0.726 0.069 0.699
factor(worker_id)19:factor(category_id)3 100 0 0.006 0.310 -0.994 0.078 0.688
factor(worker_id)20:factor(category_id)3 100 0 0.021 0.367 -0.999 0.020 0.924
factor(worker_id)21:factor(category_id)3 100 0 0.061 0.339 -1.231 0.070 0.781
factor(worker_id)22:factor(category_id)3 100 0 0.028 0.326 -1.186 0.020 1.033
factor(worker_id)23:factor(category_id)3 100 0 0.016 0.320 -0.834 0.040 0.961
factor(worker_id)24:factor(category_id)3 100 0 0.021 0.308 -0.821 -0.003 0.862
factor(worker_id)25:factor(category_id)3 100 0 0.002 0.333 -0.825 -0.019 0.778
factor(worker_id)26:factor(category_id)3 100 0 0.039 0.306 -0.586 0.022 0.751
factor(worker_id)27:factor(category_id)3 100 0 0.015 0.359 -1.063 0.043 0.803
factor(worker_id)28:factor(category_id)3 100 0 -0.025 0.335 -1.244 0.028 0.722
factor(worker_id)29:factor(category_id)3 100 0 0.026 0.325 -0.871 0.048 0.882
factor(worker_id)30:factor(category_id)3 100 0 0.045 0.283 -0.598 0.056 0.742
factor(worker_id)2:factor(category_id)4 100 0 -0.005 0.350 -0.844 -0.023 1.121
factor(worker_id)3:factor(category_id)4 100 0 0.015 0.330 -0.720 -0.004 0.734
factor(worker_id)4:factor(category_id)4 100 0 -0.002 0.323 -0.935 -0.004 0.998
factor(worker_id)5:factor(category_id)4 100 0 0.029 0.313 -0.622 0.064 0.726
factor(worker_id)6:factor(category_id)4 100 0 -0.002 0.388 -1.026 -0.028 1.054
factor(worker_id)7:factor(category_id)4 100 0 0.004 0.341 -0.814 -0.004 0.961
factor(worker_id)8:factor(category_id)4 100 0 0.025 0.341 -0.722 -0.012 0.926
factor(worker_id)9:factor(category_id)4 100 0 -0.002 0.376 -0.894 -0.021 0.978
factor(worker_id)10:factor(category_id)4 100 0 0.041 0.344 -0.552 0.034 1.058
factor(worker_id)11:factor(category_id)4 100 0 0.034 0.348 -0.882 0.081 0.793
factor(worker_id)12:factor(category_id)4 100 0 -0.019 0.379 -0.897 -0.032 0.849
factor(worker_id)13:factor(category_id)4 100 0 -0.027 0.349 -0.859 -0.046 0.896
factor(worker_id)14:factor(category_id)4 100 0 0.007 0.342 -1.000 0.015 0.750
factor(worker_id)15:factor(category_id)4 100 0 0.007 0.300 -0.793 -0.012 0.629
factor(worker_id)16:factor(category_id)4 100 0 0.016 0.319 -0.727 0.005 0.862
factor(worker_id)17:factor(category_id)4 100 0 0.027 0.321 -0.904 0.021 0.808
factor(worker_id)18:factor(category_id)4 100 0 0.056 0.327 -0.650 0.085 0.799
factor(worker_id)19:factor(category_id)4 100 0 0.014 0.348 -0.807 0.004 0.958
factor(worker_id)20:factor(category_id)4 100 0 0.024 0.342 -0.955 -0.019 0.998
factor(worker_id)21:factor(category_id)4 100 0 0.044 0.336 -0.641 0.033 1.051
factor(worker_id)22:factor(category_id)4 100 0 0.008 0.288 -0.732 0.011 0.644
factor(worker_id)23:factor(category_id)4 100 0 -0.009 0.345 -0.714 -0.040 0.924
factor(worker_id)24:factor(category_id)4 100 0 0.015 0.317 -0.567 0.022 1.061
factor(worker_id)25:factor(category_id)4 100 0 -0.006 0.360 -0.825 -0.015 0.992
factor(worker_id)26:factor(category_id)4 100 0 0.041 0.320 -0.801 0.032 0.782
factor(worker_id)27:factor(category_id)4 100 0 0.001 0.350 -0.950 -0.049 0.792
factor(worker_id)28:factor(category_id)4 100 0 -0.008 0.331 -0.793 -0.011 0.970
factor(worker_id)29:factor(category_id)4 100 0 0.026 0.341 -0.662 0.025 1.081
factor(worker_id)30:factor(category_id)4 100 0 0.015 0.304 -0.682 0.024 0.762
factor(worker_id)2:factor(category_id)5 100 0 0.007 0.342 -0.830 -0.003 0.752
factor(worker_id)3:factor(category_id)5 100 0 0.006 0.324 -0.649 -0.017 0.740
factor(worker_id)4:factor(category_id)5 100 0 -0.036 0.298 -0.735 -0.010 0.694
factor(worker_id)5:factor(category_id)5 100 0 0.017 0.260 -0.633 0.035 0.796
factor(worker_id)6:factor(category_id)5 100 0 -0.020 0.342 -0.849 -0.022 0.787
factor(worker_id)7:factor(category_id)5 100 0 -0.020 0.315 -0.582 -0.059 0.927
factor(worker_id)8:factor(category_id)5 100 0 -0.019 0.301 -0.593 -0.041 0.885
factor(worker_id)9:factor(category_id)5 100 0 -0.015 0.318 -0.738 -0.017 0.949
factor(worker_id)10:factor(category_id)5 100 0 0.061 0.319 -0.529 0.042 0.838
factor(worker_id)11:factor(category_id)5 100 0 0.028 0.343 -0.792 -0.015 0.905
factor(worker_id)12:factor(category_id)5 100 0 -0.017 0.342 -0.774 -0.055 0.842
factor(worker_id)13:factor(category_id)5 100 0 0.023 0.342 -0.789 -0.017 0.691
factor(worker_id)14:factor(category_id)5 100 0 0.021 0.290 -0.767 0.029 0.846
factor(worker_id)15:factor(category_id)5 100 0 0.002 0.302 -0.745 -0.024 0.745
factor(worker_id)16:factor(category_id)5 100 0 0.024 0.340 -0.677 0.008 0.903
factor(worker_id)17:factor(category_id)5 100 0 0.002 0.312 -0.767 0.013 0.651
factor(worker_id)18:factor(category_id)5 100 0 0.063 0.266 -0.556 0.080 0.673
factor(worker_id)19:factor(category_id)5 100 0 0.026 0.322 -0.628 0.034 0.917
factor(worker_id)20:factor(category_id)5 100 0 0.028 0.331 -0.634 0.033 1.016
factor(worker_id)21:factor(category_id)5 100 0 0.017 0.305 -0.666 0.005 0.975
factor(worker_id)22:factor(category_id)5 100 0 0.011 0.324 -0.660 -0.012 0.906
factor(worker_id)23:factor(category_id)5 100 0 0.010 0.299 -0.653 0.009 0.828
factor(worker_id)24:factor(category_id)5 100 0 0.003 0.333 -0.674 -0.010 0.929
factor(worker_id)25:factor(category_id)5 100 0 -0.017 0.320 -0.778 -0.018 0.699
factor(worker_id)26:factor(category_id)5 100 0 0.051 0.309 -0.606 0.070 0.942
factor(worker_id)27:factor(category_id)5 100 0 -0.015 0.325 -0.877 -0.024 0.938
factor(worker_id)28:factor(category_id)5 100 0 0.005 0.335 -0.821 0.031 0.817
factor(worker_id)29:factor(category_id)5 100 0 0.011 0.324 -0.737 -0.028 0.751
factor(worker_id)30:factor(category_id)5 100 0 0.007 0.332 -0.911 0.002 0.750

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.98
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(category_id)2 0.63
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0.9
factor(worker_id)3:factor(category_id)2 0.24
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0.05
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0.41
factor(worker_id)9:factor(category_id)2 0.98
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 1
factor(worker_id)12:factor(category_id)2 0.02
factor(worker_id)13:factor(category_id)2 1
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 1
factor(worker_id)16:factor(category_id)2 1
factor(worker_id)17:factor(category_id)2 0.16
factor(worker_id)18:factor(category_id)2 0.35
factor(worker_id)19:factor(category_id)2 0.99
factor(worker_id)20:factor(category_id)2 0.53
factor(worker_id)21:factor(category_id)2 1
factor(worker_id)22:factor(category_id)2 0.28
factor(worker_id)23:factor(category_id)2 1
factor(worker_id)24:factor(category_id)2 1
factor(worker_id)25:factor(category_id)2 0
factor(worker_id)26:factor(category_id)2 1
factor(worker_id)27:factor(category_id)2 0
factor(worker_id)28:factor(category_id)2 0.98
factor(worker_id)29:factor(category_id)2 0.05
factor(worker_id)30:factor(category_id)2 0.91
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0.32
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)6:factor(category_id)3 0.02
factor(worker_id)7:factor(category_id)3 0
factor(worker_id)8:factor(category_id)3 0
factor(worker_id)9:factor(category_id)3 0
factor(worker_id)10:factor(category_id)3 0
factor(worker_id)11:factor(category_id)3 0.01
factor(worker_id)12:factor(category_id)3 0
factor(worker_id)13:factor(category_id)3 0
factor(worker_id)14:factor(category_id)3 0
factor(worker_id)15:factor(category_id)3 0
factor(worker_id)16:factor(category_id)3 0
factor(worker_id)17:factor(category_id)3 0
factor(worker_id)18:factor(category_id)3 0
factor(worker_id)19:factor(category_id)3 0.31
factor(worker_id)20:factor(category_id)3 0
factor(worker_id)21:factor(category_id)3 0.02
factor(worker_id)22:factor(category_id)3 0
factor(worker_id)23:factor(category_id)3 0
factor(worker_id)24:factor(category_id)3 0.99
factor(worker_id)25:factor(category_id)3 0
factor(worker_id)26:factor(category_id)3 0.98
factor(worker_id)27:factor(category_id)3 0
factor(worker_id)28:factor(category_id)3 0.44
factor(worker_id)29:factor(category_id)3 0
factor(worker_id)30:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)3:factor(category_id)4 1
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0.8
factor(worker_id)6:factor(category_id)4 0
factor(worker_id)7:factor(category_id)4 0
factor(worker_id)8:factor(category_id)4 0.96
factor(worker_id)9:factor(category_id)4 0.78
factor(worker_id)10:factor(category_id)4 0
factor(worker_id)11:factor(category_id)4 1
factor(worker_id)12:factor(category_id)4 1
factor(worker_id)13:factor(category_id)4 0.92
factor(worker_id)14:factor(category_id)4 0.8
factor(worker_id)15:factor(category_id)4 0.96
factor(worker_id)16:factor(category_id)4 0.99
factor(worker_id)17:factor(category_id)4 0.99
factor(worker_id)18:factor(category_id)4 1
factor(worker_id)19:factor(category_id)4 1
factor(worker_id)20:factor(category_id)4 1
factor(worker_id)21:factor(category_id)4 1
factor(worker_id)22:factor(category_id)4 1
factor(worker_id)23:factor(category_id)4 0.59
factor(worker_id)24:factor(category_id)4 0.93
factor(worker_id)25:factor(category_id)4 0.84
factor(worker_id)26:factor(category_id)4 1
factor(worker_id)27:factor(category_id)4 0.02
factor(worker_id)28:factor(category_id)4 1
factor(worker_id)29:factor(category_id)4 0
factor(worker_id)30:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 0.12
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0.97
factor(worker_id)6:factor(category_id)5 0.81
factor(worker_id)7:factor(category_id)5 0
factor(worker_id)8:factor(category_id)5 0.15
factor(worker_id)9:factor(category_id)5 0
factor(worker_id)10:factor(category_id)5 0
factor(worker_id)11:factor(category_id)5 0.28
factor(worker_id)12:factor(category_id)5 0.89
factor(worker_id)13:factor(category_id)5 0.83
factor(worker_id)14:factor(category_id)5 0
factor(worker_id)15:factor(category_id)5 0.8
factor(worker_id)16:factor(category_id)5 1
factor(worker_id)17:factor(category_id)5 0.15
factor(worker_id)18:factor(category_id)5 1
factor(worker_id)19:factor(category_id)5 1
factor(worker_id)20:factor(category_id)5 1
factor(worker_id)21:factor(category_id)5 0.49
factor(worker_id)22:factor(category_id)5 0
factor(worker_id)23:factor(category_id)5 0.26
factor(worker_id)24:factor(category_id)5 1
factor(worker_id)25:factor(category_id)5 0
factor(worker_id)26:factor(category_id)5 0.13
factor(worker_id)27:factor(category_id)5 0.16
factor(worker_id)28:factor(category_id)5 0.51
factor(worker_id)29:factor(category_id)5 0
factor(worker_id)30:factor(category_id)5 0.99

Significant match effect number = 45 out of 116

num_process = 50, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.016 0.140 -0.429 -0.012 0.341
factor(worker_id)2 100 0 0.007 0.192 -0.469 0.010 0.530
factor(worker_id)3 100 0 -0.008 0.191 -0.605 0.007 0.436
factor(worker_id)4 100 0 -0.004 0.212 -0.588 0.005 0.554
factor(worker_id)5 100 0 0.009 0.217 -0.439 0.008 0.779
factor(worker_id)6 100 0 -0.008 0.187 -0.587 0.009 0.408
factor(worker_id)7 100 0 0.022 0.203 -0.438 0.021 0.560
factor(worker_id)8 100 0 0.008 0.194 -0.446 0.010 0.488
factor(worker_id)9 100 0 -0.019 0.208 -0.579 -0.039 0.520
factor(worker_id)10 100 0 0.034 0.200 -0.421 0.030 0.692
factor(worker_id)11 100 0 0.028 0.209 -0.624 0.012 0.659
factor(worker_id)12 100 0 -0.002 0.201 -0.573 -0.006 0.477
factor(worker_id)13 100 0 0.021 0.194 -0.365 0.016 0.487
factor(worker_id)14 100 0 0.036 0.217 -0.539 0.056 0.598
factor(worker_id)15 100 0 0.026 0.181 -0.368 0.026 0.486
factor(worker_id)16 100 0 -0.010 0.214 -0.585 -0.019 0.465
factor(worker_id)17 100 0 0.019 0.183 -0.330 0.013 0.564
factor(worker_id)18 100 0 0.030 0.184 -0.406 0.016 0.429
factor(worker_id)19 100 0 -0.004 0.211 -0.559 -0.005 0.723
factor(worker_id)20 100 0 0.024 0.199 -0.559 -0.006 0.586
factor(worker_id)21 100 0 0.028 0.201 -0.436 0.036 0.546
factor(worker_id)22 100 0 0.056 0.186 -0.451 0.065 0.491
factor(worker_id)23 100 0 0.012 0.188 -0.521 0.005 0.432
factor(worker_id)24 100 0 0.029 0.174 -0.490 0.026 0.503
factor(worker_id)25 100 0 0.017 0.186 -0.418 0.040 0.395
factor(worker_id)26 100 0 -0.009 0.209 -0.568 -0.006 0.546
factor(worker_id)27 100 0 0.014 0.187 -0.435 0.010 0.604
factor(worker_id)28 100 0 0.009 0.197 -0.598 -0.020 0.595
factor(worker_id)29 100 0 -0.007 0.207 -0.585 0.005 0.535
factor(worker_id)30 100 0 0.020 0.206 -0.502 0.027 0.707
factor(category_id)2 100 0 0.020 0.219 -0.434 0.022 0.474
factor(category_id)3 100 0 -0.008 0.192 -0.534 -0.018 0.520
factor(category_id)4 100 0 0.004 0.190 -0.469 0.016 0.413
factor(category_id)5 100 0 0.042 0.204 -0.597 0.035 0.519
factor(worker_id)2:factor(category_id)2 100 0 0.004 0.266 -0.671 0.032 0.569
factor(worker_id)3:factor(category_id)2 100 0 0.041 0.288 -0.602 0.037 0.915
factor(worker_id)4:factor(category_id)2 100 0 -0.005 0.302 -0.840 0.016 0.678
factor(worker_id)5:factor(category_id)2 100 0 -0.009 0.294 -1.135 0.012 0.760
factor(worker_id)6:factor(category_id)2 100 0 0.006 0.277 -0.602 -0.026 0.692
factor(worker_id)7:factor(category_id)2 100 0 -0.027 0.307 -0.752 -0.017 0.639
factor(worker_id)8:factor(category_id)2 100 0 0.020 0.292 -0.631 0.059 0.735
factor(worker_id)9:factor(category_id)2 100 0 0.016 0.310 -0.695 0.001 0.944
factor(worker_id)10:factor(category_id)2 100 0 -0.046 0.319 -1.001 -0.042 0.608
factor(worker_id)11:factor(category_id)2 100 0 -0.023 0.314 -0.844 -0.021 0.755
factor(worker_id)12:factor(category_id)2 100 0 0.022 0.309 -0.756 0.005 0.823
factor(worker_id)13:factor(category_id)2 100 0 -0.018 0.285 -0.825 -0.022 0.643
factor(worker_id)14:factor(category_id)2 100 0 -0.027 0.337 -0.964 -0.027 0.832
factor(worker_id)15:factor(category_id)2 100 0 -0.038 0.288 -0.903 -0.020 0.750
factor(worker_id)16:factor(category_id)2 100 0 0.018 0.289 -0.709 0.017 0.801
factor(worker_id)17:factor(category_id)2 100 0 -0.033 0.295 -0.813 -0.019 0.660
factor(worker_id)18:factor(category_id)2 100 0 -0.022 0.309 -0.859 -0.003 0.752
factor(worker_id)19:factor(category_id)2 100 0 -0.008 0.285 -0.857 -0.006 0.665
factor(worker_id)20:factor(category_id)2 100 0 -0.020 0.287 -0.701 -0.049 0.879
factor(worker_id)21:factor(category_id)2 100 0 -0.024 0.287 -0.893 0.000 0.476
factor(worker_id)22:factor(category_id)2 100 0 -0.065 0.285 -0.613 -0.054 0.645
factor(worker_id)23:factor(category_id)2 100 0 0.000 0.297 -0.762 0.008 0.666
factor(worker_id)24:factor(category_id)2 100 0 -0.007 0.279 -0.781 0.000 0.641
factor(worker_id)25:factor(category_id)2 100 0 -0.045 0.297 -0.682 -0.036 0.616
factor(worker_id)26:factor(category_id)2 100 0 0.007 0.324 -0.867 0.029 1.035
factor(worker_id)27:factor(category_id)2 100 0 -0.005 0.313 -0.816 0.020 0.681
factor(worker_id)28:factor(category_id)2 100 0 -0.033 0.297 -0.764 -0.044 0.617
factor(worker_id)29:factor(category_id)2 100 0 -0.001 0.317 -0.880 -0.020 0.772
factor(worker_id)30:factor(category_id)2 100 0 -0.036 0.305 -0.830 0.002 0.556
factor(worker_id)2:factor(category_id)3 100 0 0.031 0.258 -0.560 0.033 0.779
factor(worker_id)3:factor(category_id)3 100 0 0.039 0.278 -0.606 0.035 0.697
factor(worker_id)4:factor(category_id)3 100 0 0.017 0.291 -0.600 0.024 0.791
factor(worker_id)5:factor(category_id)3 100 0 0.014 0.303 -0.719 0.006 1.178
factor(worker_id)6:factor(category_id)3 100 0 0.028 0.243 -0.538 -0.005 0.624
factor(worker_id)7:factor(category_id)3 100 0 0.022 0.280 -0.687 0.054 0.698
factor(worker_id)8:factor(category_id)3 100 0 0.036 0.278 -0.675 0.041 0.663
factor(worker_id)9:factor(category_id)3 100 0 0.048 0.280 -0.745 0.043 0.804
factor(worker_id)10:factor(category_id)3 100 0 -0.019 0.272 -0.732 -0.046 0.749
factor(worker_id)11:factor(category_id)3 100 0 -0.016 0.270 -0.589 0.029 0.634
factor(worker_id)12:factor(category_id)3 100 0 0.037 0.261 -0.584 0.015 0.701
factor(worker_id)13:factor(category_id)3 100 0 -0.002 0.286 -0.802 0.024 0.853
factor(worker_id)14:factor(category_id)3 100 0 -0.002 0.301 -0.722 0.013 0.683
factor(worker_id)15:factor(category_id)3 100 0 0.009 0.256 -0.538 -0.015 0.684
factor(worker_id)16:factor(category_id)3 100 0 0.029 0.304 -0.697 -0.002 1.065
factor(worker_id)17:factor(category_id)3 100 0 0.018 0.241 -0.678 0.023 0.659
factor(worker_id)18:factor(category_id)3 100 0 -0.038 0.288 -0.768 -0.046 0.564
factor(worker_id)19:factor(category_id)3 100 0 0.039 0.297 -0.888 0.024 0.770
factor(worker_id)20:factor(category_id)3 100 0 0.032 0.272 -0.618 0.019 0.788
factor(worker_id)21:factor(category_id)3 100 0 -0.017 0.306 -0.677 -0.044 1.059
factor(worker_id)22:factor(category_id)3 100 0 -0.025 0.269 -0.661 -0.029 0.743
factor(worker_id)23:factor(category_id)3 100 0 -0.007 0.276 -0.735 -0.004 0.713
factor(worker_id)24:factor(category_id)3 100 0 -0.022 0.272 -0.708 -0.020 0.624
factor(worker_id)25:factor(category_id)3 100 0 -0.006 0.259 -0.588 -0.018 0.673
factor(worker_id)26:factor(category_id)3 100 0 0.033 0.252 -0.439 0.007 1.009
factor(worker_id)27:factor(category_id)3 100 0 -0.014 0.288 -0.691 -0.049 0.829
factor(worker_id)28:factor(category_id)3 100 0 0.015 0.277 -0.676 -0.006 0.733
factor(worker_id)29:factor(category_id)3 100 0 0.018 0.275 -0.626 0.024 0.882
factor(worker_id)30:factor(category_id)3 100 0 0.023 0.287 -0.899 0.044 0.721
factor(worker_id)2:factor(category_id)4 100 0 -0.006 0.271 -0.661 -0.008 0.651
factor(worker_id)3:factor(category_id)4 100 0 0.031 0.278 -0.730 0.031 0.692
factor(worker_id)4:factor(category_id)4 100 0 0.034 0.301 -0.645 0.051 0.755
factor(worker_id)5:factor(category_id)4 100 0 0.012 0.276 -0.791 0.016 0.604
factor(worker_id)6:factor(category_id)4 100 0 0.013 0.249 -0.676 0.050 0.482
factor(worker_id)7:factor(category_id)4 100 0 -0.002 0.251 -0.549 -0.013 0.457
factor(worker_id)8:factor(category_id)4 100 0 0.011 0.240 -0.537 -0.005 0.639
factor(worker_id)9:factor(category_id)4 100 0 0.027 0.295 -0.649 0.047 0.762
factor(worker_id)10:factor(category_id)4 100 0 -0.040 0.277 -0.598 -0.055 0.646
factor(worker_id)11:factor(category_id)4 100 0 -0.026 0.276 -0.765 0.022 0.595
factor(worker_id)12:factor(category_id)4 100 0 0.026 0.278 -0.630 -0.001 0.747
factor(worker_id)13:factor(category_id)4 100 0 -0.003 0.281 -0.699 -0.013 0.653
factor(worker_id)14:factor(category_id)4 100 0 -0.035 0.288 -0.744 -0.011 0.688
factor(worker_id)15:factor(category_id)4 100 0 -0.022 0.271 -0.709 0.003 0.511
factor(worker_id)16:factor(category_id)4 100 0 0.042 0.247 -0.526 0.074 0.649
factor(worker_id)17:factor(category_id)4 100 0 -0.034 0.244 -0.730 -0.041 0.570
factor(worker_id)18:factor(category_id)4 100 0 -0.023 0.275 -0.731 0.042 0.547
factor(worker_id)19:factor(category_id)4 100 0 -0.003 0.283 -0.773 0.011 0.700
factor(worker_id)20:factor(category_id)4 100 0 -0.008 0.304 -0.597 -0.002 0.645
factor(worker_id)21:factor(category_id)4 100 0 -0.010 0.260 -0.603 -0.007 0.575
factor(worker_id)22:factor(category_id)4 100 0 -0.041 0.255 -0.721 -0.026 0.502
factor(worker_id)23:factor(category_id)4 100 0 -0.009 0.273 -0.619 -0.007 0.647
factor(worker_id)24:factor(category_id)4 100 0 -0.034 0.252 -0.523 -0.034 0.622
factor(worker_id)25:factor(category_id)4 100 0 -0.011 0.270 -0.685 0.010 0.641
factor(worker_id)26:factor(category_id)4 100 0 0.018 0.283 -0.638 0.015 0.622
factor(worker_id)27:factor(category_id)4 100 0 -0.008 0.259 -0.755 -0.012 0.559
factor(worker_id)28:factor(category_id)4 100 0 0.004 0.296 -0.735 0.005 0.751
factor(worker_id)29:factor(category_id)4 100 0 0.036 0.298 -0.700 0.044 0.868
factor(worker_id)30:factor(category_id)4 100 0 0.017 0.259 -0.591 0.011 0.664
factor(worker_id)2:factor(category_id)5 100 0 -0.055 0.308 -1.148 -0.050 0.823
factor(worker_id)3:factor(category_id)5 100 0 -0.017 0.266 -0.624 -0.015 0.694
factor(worker_id)4:factor(category_id)5 100 0 -0.022 0.303 -0.737 -0.012 0.649
factor(worker_id)5:factor(category_id)5 100 0 -0.038 0.319 -0.819 -0.031 0.716
factor(worker_id)6:factor(category_id)5 100 0 -0.011 0.247 -0.464 -0.004 0.747
factor(worker_id)7:factor(category_id)5 100 0 -0.017 0.301 -0.752 -0.025 0.693
factor(worker_id)8:factor(category_id)5 100 0 -0.029 0.295 -0.739 -0.069 0.713
factor(worker_id)9:factor(category_id)5 100 0 -0.014 0.296 -0.664 0.008 0.849
factor(worker_id)10:factor(category_id)5 100 0 -0.073 0.264 -0.801 -0.054 0.644
factor(worker_id)11:factor(category_id)5 100 0 -0.040 0.300 -0.819 -0.043 0.839
factor(worker_id)12:factor(category_id)5 100 0 -0.015 0.285 -0.806 0.030 0.861
factor(worker_id)13:factor(category_id)5 100 0 -0.046 0.279 -0.825 -0.056 0.619
factor(worker_id)14:factor(category_id)5 100 0 -0.052 0.294 -0.790 -0.077 0.744
factor(worker_id)15:factor(category_id)5 100 0 -0.069 0.305 -0.802 -0.070 0.759
factor(worker_id)16:factor(category_id)5 100 0 -0.006 0.275 -0.784 -0.058 0.680
factor(worker_id)17:factor(category_id)5 100 0 -0.028 0.271 -0.640 -0.003 0.635
factor(worker_id)18:factor(category_id)5 100 0 -0.056 0.272 -0.806 -0.027 0.640
factor(worker_id)19:factor(category_id)5 100 0 -0.024 0.292 -0.890 -0.050 0.971
factor(worker_id)20:factor(category_id)5 100 0 -0.080 0.292 -0.815 -0.077 0.705
factor(worker_id)21:factor(category_id)5 100 0 -0.052 0.284 -0.759 -0.051 0.792
factor(worker_id)22:factor(category_id)5 100 0 -0.093 0.268 -0.654 -0.087 0.618
factor(worker_id)23:factor(category_id)5 100 0 -0.078 0.274 -0.665 -0.117 0.615
factor(worker_id)24:factor(category_id)5 100 0 -0.058 0.272 -0.749 -0.049 0.641
factor(worker_id)25:factor(category_id)5 100 0 -0.045 0.289 -0.617 -0.041 0.795
factor(worker_id)26:factor(category_id)5 100 0 -0.021 0.307 -0.783 -0.043 0.628
factor(worker_id)27:factor(category_id)5 100 0 -0.034 0.273 -0.762 -0.020 0.518
factor(worker_id)28:factor(category_id)5 100 0 -0.067 0.260 -0.725 -0.022 0.560
factor(worker_id)29:factor(category_id)5 100 0 -0.028 0.272 -0.611 -0.014 0.811
factor(worker_id)30:factor(category_id)5 100 0 -0.056 0.299 -0.745 -0.072 0.712

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(worker_id)3 0.93
factor(worker_id)4 1
factor(worker_id)5 0.99
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(category_id)2 0
factor(category_id)3 0
factor(category_id)4 0.49
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 1
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 1
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 1
factor(worker_id)10:factor(category_id)2 1
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 0
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 0.02
factor(worker_id)15:factor(category_id)2 1
factor(worker_id)16:factor(category_id)2 1
factor(worker_id)17:factor(category_id)2 0.58
factor(worker_id)18:factor(category_id)2 1
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 1
factor(worker_id)21:factor(category_id)2 1
factor(worker_id)22:factor(category_id)2 1
factor(worker_id)23:factor(category_id)2 1
factor(worker_id)24:factor(category_id)2 1
factor(worker_id)25:factor(category_id)2 1
factor(worker_id)26:factor(category_id)2 1
factor(worker_id)27:factor(category_id)2 0
factor(worker_id)28:factor(category_id)2 0.4
factor(worker_id)29:factor(category_id)2 1
factor(worker_id)30:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)3:factor(category_id)3 0.99
factor(worker_id)4:factor(category_id)3 1
factor(worker_id)5:factor(category_id)3 1
factor(worker_id)6:factor(category_id)3 0.95
factor(worker_id)7:factor(category_id)3 1
factor(worker_id)8:factor(category_id)3 1
factor(worker_id)9:factor(category_id)3 1
factor(worker_id)10:factor(category_id)3 1
factor(worker_id)11:factor(category_id)3 0.98
factor(worker_id)12:factor(category_id)3 0.87
factor(worker_id)13:factor(category_id)3 1
factor(worker_id)14:factor(category_id)3 0.56
factor(worker_id)15:factor(category_id)3 1
factor(worker_id)16:factor(category_id)3 1
factor(worker_id)17:factor(category_id)3 1
factor(worker_id)18:factor(category_id)3 1
factor(worker_id)19:factor(category_id)3 1
factor(worker_id)20:factor(category_id)3 1
factor(worker_id)21:factor(category_id)3 1
factor(worker_id)22:factor(category_id)3 1
factor(worker_id)23:factor(category_id)3 1
factor(worker_id)24:factor(category_id)3 0.82
factor(worker_id)25:factor(category_id)3 1
factor(worker_id)26:factor(category_id)3 1
factor(worker_id)27:factor(category_id)3 1
factor(worker_id)28:factor(category_id)3 0.61
factor(worker_id)29:factor(category_id)3 0.67
factor(worker_id)30:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)3:factor(category_id)4 1
factor(worker_id)4:factor(category_id)4 1
factor(worker_id)5:factor(category_id)4 1
factor(worker_id)6:factor(category_id)4 1
factor(worker_id)7:factor(category_id)4 1
factor(worker_id)8:factor(category_id)4 0.07
factor(worker_id)9:factor(category_id)4 1
factor(worker_id)10:factor(category_id)4 1
factor(worker_id)11:factor(category_id)4 1
factor(worker_id)12:factor(category_id)4 1
factor(worker_id)13:factor(category_id)4 1
factor(worker_id)14:factor(category_id)4 1
factor(worker_id)15:factor(category_id)4 1
factor(worker_id)16:factor(category_id)4 1
factor(worker_id)17:factor(category_id)4 1
factor(worker_id)18:factor(category_id)4 1
factor(worker_id)19:factor(category_id)4 1
factor(worker_id)20:factor(category_id)4 1
factor(worker_id)21:factor(category_id)4 1
factor(worker_id)22:factor(category_id)4 1
factor(worker_id)23:factor(category_id)4 1
factor(worker_id)24:factor(category_id)4 1
factor(worker_id)25:factor(category_id)4 1
factor(worker_id)26:factor(category_id)4 1
factor(worker_id)27:factor(category_id)4 1
factor(worker_id)28:factor(category_id)4 1
factor(worker_id)29:factor(category_id)4 1
factor(worker_id)30:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 1
factor(worker_id)5:factor(category_id)5 1
factor(worker_id)6:factor(category_id)5 0.01
factor(worker_id)7:factor(category_id)5 1
factor(worker_id)8:factor(category_id)5 1
factor(worker_id)9:factor(category_id)5 1
factor(worker_id)10:factor(category_id)5 1
factor(worker_id)11:factor(category_id)5 1
factor(worker_id)12:factor(category_id)5 0.95
factor(worker_id)13:factor(category_id)5 0.83
factor(worker_id)14:factor(category_id)5 1
factor(worker_id)15:factor(category_id)5 0.25
factor(worker_id)16:factor(category_id)5 1
factor(worker_id)17:factor(category_id)5 1
factor(worker_id)18:factor(category_id)5 1
factor(worker_id)19:factor(category_id)5 0.65
factor(worker_id)20:factor(category_id)5 1
factor(worker_id)21:factor(category_id)5 1
factor(worker_id)22:factor(category_id)5 1
factor(worker_id)23:factor(category_id)5 1
factor(worker_id)24:factor(category_id)5 0.38
factor(worker_id)25:factor(category_id)5 1
factor(worker_id)26:factor(category_id)5 1
factor(worker_id)27:factor(category_id)5 1
factor(worker_id)28:factor(category_id)5 1
factor(worker_id)29:factor(category_id)5 1
factor(worker_id)30:factor(category_id)5 0.02

Significant match effect number = 95 out of 116

num_process = 100, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.015 0.102 -0.352 -0.010 0.229
factor(worker_id)2 100 0 0.022 0.139 -0.372 0.036 0.375
factor(worker_id)3 100 0 0.027 0.131 -0.410 0.023 0.350
factor(worker_id)4 100 0 0.017 0.135 -0.396 0.035 0.401
factor(worker_id)5 100 0 0.016 0.138 -0.370 0.008 0.296
factor(worker_id)6 100 0 0.020 0.145 -0.331 0.018 0.363
factor(worker_id)7 100 0 0.018 0.133 -0.288 0.015 0.383
factor(worker_id)8 100 0 0.010 0.135 -0.336 0.003 0.362
factor(worker_id)9 100 0 0.020 0.146 -0.374 0.014 0.364
factor(worker_id)10 100 0 0.022 0.136 -0.308 0.035 0.342
factor(worker_id)11 100 0 0.002 0.141 -0.264 -0.004 0.379
factor(worker_id)12 100 0 0.030 0.138 -0.309 0.026 0.441
factor(worker_id)13 100 0 0.012 0.135 -0.300 0.010 0.373
factor(worker_id)14 100 0 0.019 0.151 -0.323 0.013 0.497
factor(worker_id)15 100 0 0.017 0.129 -0.308 0.024 0.447
factor(worker_id)16 100 0 0.011 0.149 -0.399 0.019 0.326
factor(worker_id)17 100 0 0.013 0.150 -0.364 0.018 0.394
factor(worker_id)18 100 0 0.005 0.128 -0.323 -0.003 0.343
factor(worker_id)19 100 0 0.014 0.145 -0.293 0.024 0.508
factor(worker_id)20 100 0 0.026 0.144 -0.312 0.012 0.380
factor(worker_id)21 100 0 -0.003 0.136 -0.323 0.007 0.437
factor(worker_id)22 100 0 0.031 0.162 -0.312 0.029 0.445
factor(worker_id)23 100 0 0.017 0.140 -0.415 0.014 0.301
factor(worker_id)24 100 0 0.012 0.144 -0.383 0.006 0.411
factor(worker_id)25 100 0 0.011 0.156 -0.377 0.021 0.516
factor(worker_id)26 100 0 0.003 0.143 -0.288 0.003 0.391
factor(worker_id)27 100 0 0.036 0.147 -0.338 0.022 0.520
factor(worker_id)28 100 0 0.020 0.140 -0.291 0.007 0.419
factor(worker_id)29 100 0 0.027 0.145 -0.372 0.030 0.372
factor(worker_id)30 100 0 0.014 0.152 -0.356 -0.008 0.473
factor(category_id)2 100 0 0.010 0.134 -0.414 0.001 0.339
factor(category_id)3 100 0 0.017 0.141 -0.270 0.016 0.622
factor(category_id)4 100 0 0.002 0.143 -0.417 -0.011 0.348
factor(category_id)5 100 0 0.000 0.148 -0.330 0.017 0.289
factor(worker_id)2:factor(category_id)2 100 0 -0.024 0.183 -0.433 -0.013 0.570
factor(worker_id)3:factor(category_id)2 100 0 -0.028 0.185 -0.551 -0.028 0.413
factor(worker_id)4:factor(category_id)2 100 0 -0.014 0.191 -0.485 -0.013 0.419
factor(worker_id)5:factor(category_id)2 100 0 -0.006 0.185 -0.424 -0.023 0.481
factor(worker_id)6:factor(category_id)2 100 0 -0.007 0.200 -0.428 -0.018 0.469
factor(worker_id)7:factor(category_id)2 100 0 0.001 0.196 -0.591 0.016 0.476
factor(worker_id)8:factor(category_id)2 100 0 -0.003 0.195 -0.389 0.020 0.426
factor(worker_id)9:factor(category_id)2 100 0 -0.017 0.206 -0.581 -0.016 0.583
factor(worker_id)10:factor(category_id)2 100 0 -0.022 0.202 -0.528 -0.014 0.488
factor(worker_id)11:factor(category_id)2 100 0 0.004 0.200 -0.482 0.042 0.414
factor(worker_id)12:factor(category_id)2 100 0 -0.044 0.188 -0.476 -0.036 0.376
factor(worker_id)13:factor(category_id)2 100 0 0.003 0.195 -0.481 -0.005 0.443
factor(worker_id)14:factor(category_id)2 100 0 -0.015 0.197 -0.522 -0.028 0.468
factor(worker_id)15:factor(category_id)2 100 0 -0.015 0.185 -0.448 -0.005 0.512
factor(worker_id)16:factor(category_id)2 100 0 -0.008 0.202 -0.524 -0.017 0.416
factor(worker_id)17:factor(category_id)2 100 0 -0.009 0.208 -0.487 -0.013 0.487
factor(worker_id)18:factor(category_id)2 100 0 -0.002 0.172 -0.617 -0.009 0.373
factor(worker_id)19:factor(category_id)2 100 0 -0.001 0.196 -0.512 0.005 0.508
factor(worker_id)20:factor(category_id)2 100 0 -0.015 0.190 -0.461 -0.016 0.461
factor(worker_id)21:factor(category_id)2 100 0 0.021 0.187 -0.363 0.019 0.568
factor(worker_id)22:factor(category_id)2 100 0 -0.030 0.193 -0.502 -0.018 0.546
factor(worker_id)23:factor(category_id)2 100 0 0.000 0.176 -0.410 -0.021 0.375
factor(worker_id)24:factor(category_id)2 100 0 -0.001 0.190 -0.457 -0.001 0.419
factor(worker_id)25:factor(category_id)2 100 0 0.017 0.190 -0.447 -0.022 0.603
factor(worker_id)26:factor(category_id)2 100 0 0.015 0.196 -0.471 0.028 0.456
factor(worker_id)27:factor(category_id)2 100 0 -0.036 0.213 -0.486 -0.031 0.575
factor(worker_id)28:factor(category_id)2 100 0 -0.030 0.187 -0.506 -0.030 0.448
factor(worker_id)29:factor(category_id)2 100 0 -0.008 0.195 -0.493 -0.005 0.561
factor(worker_id)30:factor(category_id)2 100 0 -0.026 0.208 -0.523 -0.015 0.469
factor(worker_id)2:factor(category_id)3 100 0 -0.012 0.190 -0.463 -0.019 0.445
factor(worker_id)3:factor(category_id)3 100 0 -0.053 0.179 -0.576 -0.041 0.313
factor(worker_id)4:factor(category_id)3 100 0 -0.021 0.190 -0.656 -0.023 0.323
factor(worker_id)5:factor(category_id)3 100 0 -0.019 0.180 -0.537 -0.016 0.392
factor(worker_id)6:factor(category_id)3 100 0 -0.013 0.190 -0.485 -0.008 0.571
factor(worker_id)7:factor(category_id)3 100 0 -0.030 0.201 -0.560 -0.034 0.428
factor(worker_id)8:factor(category_id)3 100 0 -0.022 0.198 -0.558 -0.023 0.466
factor(worker_id)9:factor(category_id)3 100 0 -0.014 0.204 -0.450 -0.020 0.466
factor(worker_id)10:factor(category_id)3 100 0 -0.005 0.190 -0.534 0.010 0.525
factor(worker_id)11:factor(category_id)3 100 0 -0.014 0.225 -0.764 -0.003 0.458
factor(worker_id)12:factor(category_id)3 100 0 -0.017 0.204 -0.626 -0.001 0.453
factor(worker_id)13:factor(category_id)3 100 0 -0.018 0.189 -0.598 0.004 0.459
factor(worker_id)14:factor(category_id)3 100 0 -0.020 0.200 -0.612 -0.018 0.435
factor(worker_id)15:factor(category_id)3 100 0 -0.005 0.193 -0.679 0.018 0.375
factor(worker_id)16:factor(category_id)3 100 0 -0.020 0.202 -0.459 -0.021 0.529
factor(worker_id)17:factor(category_id)3 100 0 -0.009 0.216 -0.673 -0.005 0.513
factor(worker_id)18:factor(category_id)3 100 0 -0.007 0.180 -0.570 0.004 0.424
factor(worker_id)19:factor(category_id)3 100 0 -0.018 0.206 -0.726 -0.010 0.429
factor(worker_id)20:factor(category_id)3 100 0 -0.038 0.214 -0.693 -0.042 0.391
factor(worker_id)21:factor(category_id)3 100 0 0.000 0.184 -0.512 -0.017 0.495
factor(worker_id)22:factor(category_id)3 100 0 -0.030 0.204 -0.619 -0.009 0.449
factor(worker_id)23:factor(category_id)3 100 0 -0.009 0.224 -0.552 -0.003 0.548
factor(worker_id)24:factor(category_id)3 100 0 -0.019 0.195 -0.693 -0.026 0.340
factor(worker_id)25:factor(category_id)3 100 0 -0.011 0.206 -0.650 -0.010 0.421
factor(worker_id)26:factor(category_id)3 100 0 -0.014 0.194 -0.471 0.009 0.457
factor(worker_id)27:factor(category_id)3 100 0 -0.039 0.213 -0.845 -0.061 0.424
factor(worker_id)28:factor(category_id)3 100 0 -0.018 0.191 -0.413 -0.021 0.482
factor(worker_id)29:factor(category_id)3 100 0 -0.023 0.206 -0.560 -0.022 0.569
factor(worker_id)30:factor(category_id)3 100 0 -0.005 0.217 -0.819 0.006 0.434
factor(worker_id)2:factor(category_id)4 100 0 -0.020 0.203 -0.486 -0.036 0.612
factor(worker_id)3:factor(category_id)4 100 0 -0.023 0.207 -0.484 -0.009 0.576
factor(worker_id)4:factor(category_id)4 100 0 0.011 0.205 -0.433 0.027 0.498
factor(worker_id)5:factor(category_id)4 100 0 -0.019 0.193 -0.523 -0.005 0.589
factor(worker_id)6:factor(category_id)4 100 0 -0.001 0.199 -0.369 -0.006 0.570
factor(worker_id)7:factor(category_id)4 100 0 -0.001 0.187 -0.531 -0.014 0.434
factor(worker_id)8:factor(category_id)4 100 0 -0.003 0.192 -0.496 -0.009 0.640
factor(worker_id)9:factor(category_id)4 100 0 -0.009 0.207 -0.510 0.005 0.463
factor(worker_id)10:factor(category_id)4 100 0 0.003 0.197 -0.390 0.010 0.478
factor(worker_id)11:factor(category_id)4 100 0 0.009 0.216 -0.541 0.007 0.565
factor(worker_id)12:factor(category_id)4 100 0 -0.029 0.201 -0.408 -0.030 0.500
factor(worker_id)13:factor(category_id)4 100 0 -0.002 0.180 -0.336 -0.013 0.389
factor(worker_id)14:factor(category_id)4 100 0 -0.025 0.193 -0.527 -0.012 0.467
factor(worker_id)15:factor(category_id)4 100 0 0.012 0.200 -0.492 0.027 0.483
factor(worker_id)16:factor(category_id)4 100 0 -0.007 0.211 -0.447 -0.017 0.866
factor(worker_id)17:factor(category_id)4 100 0 0.013 0.196 -0.399 -0.006 0.440
factor(worker_id)18:factor(category_id)4 100 0 0.016 0.178 -0.444 0.024 0.436
factor(worker_id)19:factor(category_id)4 100 0 -0.003 0.195 -0.462 -0.006 0.552
factor(worker_id)20:factor(category_id)4 100 0 -0.018 0.189 -0.435 0.008 0.477
factor(worker_id)21:factor(category_id)4 100 0 0.015 0.190 -0.409 0.041 0.497
factor(worker_id)22:factor(category_id)4 100 0 -0.009 0.229 -0.599 0.004 0.521
factor(worker_id)23:factor(category_id)4 100 0 0.002 0.187 -0.394 -0.014 0.428
factor(worker_id)24:factor(category_id)4 100 0 -0.004 0.194 -0.482 -0.034 0.498
factor(worker_id)25:factor(category_id)4 100 0 -0.006 0.237 -0.796 0.011 0.548
factor(worker_id)26:factor(category_id)4 100 0 0.007 0.186 -0.381 -0.030 0.508
factor(worker_id)27:factor(category_id)4 100 0 -0.031 0.189 -0.442 -0.022 0.450
factor(worker_id)28:factor(category_id)4 100 0 -0.017 0.191 -0.494 0.005 0.414
factor(worker_id)29:factor(category_id)4 100 0 -0.015 0.214 -0.413 -0.033 0.533
factor(worker_id)30:factor(category_id)4 100 0 -0.003 0.220 -0.594 0.000 0.590
factor(worker_id)2:factor(category_id)5 100 0 -0.002 0.188 -0.503 0.022 0.507
factor(worker_id)3:factor(category_id)5 100 0 0.003 0.208 -0.477 -0.002 0.547
factor(worker_id)4:factor(category_id)5 100 0 0.010 0.169 -0.419 -0.004 0.439
factor(worker_id)5:factor(category_id)5 100 0 -0.012 0.194 -0.478 0.005 0.432
factor(worker_id)6:factor(category_id)5 100 0 -0.001 0.220 -0.472 0.018 0.563
factor(worker_id)7:factor(category_id)5 100 0 0.013 0.203 -0.490 -0.004 0.514
factor(worker_id)8:factor(category_id)5 100 0 0.018 0.183 -0.338 0.021 0.499
factor(worker_id)9:factor(category_id)5 100 0 -0.021 0.214 -0.431 -0.030 0.548
factor(worker_id)10:factor(category_id)5 100 0 0.000 0.195 -0.447 -0.032 0.513
factor(worker_id)11:factor(category_id)5 100 0 0.025 0.210 -0.374 0.025 0.627
factor(worker_id)12:factor(category_id)5 100 0 -0.016 0.206 -0.470 -0.034 0.418
factor(worker_id)13:factor(category_id)5 100 0 -0.009 0.218 -0.500 -0.025 0.591
factor(worker_id)14:factor(category_id)5 100 0 0.008 0.205 -0.409 0.012 0.417
factor(worker_id)15:factor(category_id)5 100 0 0.002 0.185 -0.630 -0.002 0.401
factor(worker_id)16:factor(category_id)5 100 0 0.011 0.193 -0.456 -0.008 0.487
factor(worker_id)17:factor(category_id)5 100 0 -0.002 0.203 -0.417 -0.031 0.438
factor(worker_id)18:factor(category_id)5 100 0 0.031 0.175 -0.368 0.024 0.416
factor(worker_id)19:factor(category_id)5 100 0 0.001 0.204 -0.591 0.007 0.641
factor(worker_id)20:factor(category_id)5 100 0 -0.016 0.202 -0.475 0.001 0.503
factor(worker_id)21:factor(category_id)5 100 0 -0.002 0.189 -0.527 0.004 0.473
factor(worker_id)22:factor(category_id)5 100 0 -0.015 0.220 -0.507 -0.005 0.510
factor(worker_id)23:factor(category_id)5 100 0 -0.002 0.198 -0.503 0.010 0.433
factor(worker_id)24:factor(category_id)5 100 0 0.016 0.217 -0.416 0.030 0.677
factor(worker_id)25:factor(category_id)5 100 0 0.013 0.226 -0.484 -0.020 0.535
factor(worker_id)26:factor(category_id)5 100 0 -0.011 0.197 -0.532 -0.021 0.494
factor(worker_id)27:factor(category_id)5 100 0 -0.015 0.213 -0.445 -0.005 0.599
factor(worker_id)28:factor(category_id)5 100 0 -0.028 0.198 -0.605 -0.003 0.541
factor(worker_id)29:factor(category_id)5 100 0 -0.018 0.212 -0.477 -0.014 0.410
factor(worker_id)30:factor(category_id)5 100 0 0.006 0.196 -0.460 -0.006 0.570

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0.66
factor(worker_id)3:factor(category_id)2 1
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0.3
factor(worker_id)8:factor(category_id)2 1
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 0
factor(worker_id)13:factor(category_id)2 0.94
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 0
factor(worker_id)16:factor(category_id)2 1
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 0.96
factor(worker_id)21:factor(category_id)2 0
factor(worker_id)22:factor(category_id)2 0.01
factor(worker_id)23:factor(category_id)2 0
factor(worker_id)24:factor(category_id)2 0
factor(worker_id)25:factor(category_id)2 1
factor(worker_id)26:factor(category_id)2 0
factor(worker_id)27:factor(category_id)2 0.88
factor(worker_id)28:factor(category_id)2 0
factor(worker_id)29:factor(category_id)2 0
factor(worker_id)30:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0.35
factor(worker_id)6:factor(category_id)3 1
factor(worker_id)7:factor(category_id)3 0
factor(worker_id)8:factor(category_id)3 0
factor(worker_id)9:factor(category_id)3 0.47
factor(worker_id)10:factor(category_id)3 0
factor(worker_id)11:factor(category_id)3 0
factor(worker_id)12:factor(category_id)3 0
factor(worker_id)13:factor(category_id)3 0.59
factor(worker_id)14:factor(category_id)3 0
factor(worker_id)15:factor(category_id)3 0
factor(worker_id)16:factor(category_id)3 0.05
factor(worker_id)17:factor(category_id)3 0
factor(worker_id)18:factor(category_id)3 0
factor(worker_id)19:factor(category_id)3 0
factor(worker_id)20:factor(category_id)3 1
factor(worker_id)21:factor(category_id)3 0.03
factor(worker_id)22:factor(category_id)3 0
factor(worker_id)23:factor(category_id)3 0
factor(worker_id)24:factor(category_id)3 0.99
factor(worker_id)25:factor(category_id)3 1
factor(worker_id)26:factor(category_id)3 0
factor(worker_id)27:factor(category_id)3 0
factor(worker_id)28:factor(category_id)3 0
factor(worker_id)29:factor(category_id)3 0
factor(worker_id)30:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 0.01
factor(worker_id)3:factor(category_id)4 0.01
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)6:factor(category_id)4 0
factor(worker_id)7:factor(category_id)4 0
factor(worker_id)8:factor(category_id)4 0
factor(worker_id)9:factor(category_id)4 0
factor(worker_id)10:factor(category_id)4 0.36
factor(worker_id)11:factor(category_id)4 0
factor(worker_id)12:factor(category_id)4 0
factor(worker_id)13:factor(category_id)4 1
factor(worker_id)14:factor(category_id)4 0
factor(worker_id)15:factor(category_id)4 0
factor(worker_id)16:factor(category_id)4 0.57
factor(worker_id)17:factor(category_id)4 0
factor(worker_id)18:factor(category_id)4 0
factor(worker_id)19:factor(category_id)4 0
factor(worker_id)20:factor(category_id)4 1
factor(worker_id)21:factor(category_id)4 0.06
factor(worker_id)22:factor(category_id)4 0
factor(worker_id)23:factor(category_id)4 0
factor(worker_id)24:factor(category_id)4 0
factor(worker_id)25:factor(category_id)4 0
factor(worker_id)26:factor(category_id)4 0
factor(worker_id)27:factor(category_id)4 0
factor(worker_id)28:factor(category_id)4 0.11
factor(worker_id)29:factor(category_id)4 0
factor(worker_id)30:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0.98
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0.97
factor(worker_id)6:factor(category_id)5 0
factor(worker_id)7:factor(category_id)5 0
factor(worker_id)8:factor(category_id)5 0
factor(worker_id)9:factor(category_id)5 0
factor(worker_id)10:factor(category_id)5 0.06
factor(worker_id)11:factor(category_id)5 0
factor(worker_id)12:factor(category_id)5 0.99
factor(worker_id)13:factor(category_id)5 0
factor(worker_id)14:factor(category_id)5 0.19
factor(worker_id)15:factor(category_id)5 0
factor(worker_id)16:factor(category_id)5 0.1
factor(worker_id)17:factor(category_id)5 0
factor(worker_id)18:factor(category_id)5 0
factor(worker_id)19:factor(category_id)5 0
factor(worker_id)20:factor(category_id)5 0
factor(worker_id)21:factor(category_id)5 0
factor(worker_id)22:factor(category_id)5 0
factor(worker_id)23:factor(category_id)5 0
factor(worker_id)24:factor(category_id)5 0
factor(worker_id)25:factor(category_id)5 0.03
factor(worker_id)26:factor(category_id)5 1
factor(worker_id)27:factor(category_id)5 0
factor(worker_id)28:factor(category_id)5 0
factor(worker_id)29:factor(category_id)5 0
factor(worker_id)30:factor(category_id)5 0

Significant match effect number = 18 out of 116

num_process = 500, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.006 0.043 -0.119 0.003 0.102
factor(worker_id)2 100 0 -0.006 0.070 -0.178 -0.018 0.154
factor(worker_id)3 100 0 -0.003 0.060 -0.144 0.002 0.160
factor(worker_id)4 100 0 -0.006 0.063 -0.148 -0.014 0.242
factor(worker_id)5 100 0 -0.008 0.064 -0.207 -0.003 0.176
factor(worker_id)6 100 0 -0.011 0.061 -0.151 -0.019 0.120
factor(worker_id)7 100 0 -0.006 0.067 -0.246 -0.012 0.137
factor(worker_id)8 100 0 0.003 0.066 -0.152 0.000 0.244
factor(worker_id)9 100 0 -0.006 0.060 -0.146 -0.006 0.130
factor(worker_id)10 100 0 -0.002 0.066 -0.164 -0.005 0.144
factor(worker_id)11 100 0 -0.009 0.059 -0.178 -0.001 0.156
factor(worker_id)12 100 0 -0.005 0.062 -0.141 -0.005 0.205
factor(worker_id)13 100 0 -0.009 0.062 -0.165 -0.003 0.127
factor(worker_id)14 100 0 -0.013 0.064 -0.186 -0.013 0.143
factor(worker_id)15 100 0 -0.003 0.059 -0.146 0.002 0.136
factor(worker_id)16 100 0 -0.003 0.051 -0.198 -0.001 0.142
factor(worker_id)17 100 0 -0.006 0.057 -0.174 -0.004 0.158
factor(worker_id)18 100 0 -0.017 0.057 -0.158 -0.017 0.114
factor(worker_id)19 100 0 -0.006 0.059 -0.184 0.003 0.117
factor(worker_id)20 100 0 -0.002 0.063 -0.179 -0.002 0.167
factor(worker_id)21 100 0 -0.011 0.064 -0.164 -0.014 0.118
factor(worker_id)22 100 0 0.001 0.051 -0.142 0.003 0.111
factor(worker_id)23 100 0 0.004 0.067 -0.193 0.012 0.144
factor(worker_id)24 100 0 -0.011 0.057 -0.148 -0.011 0.183
factor(worker_id)25 100 0 -0.005 0.061 -0.155 0.005 0.123
factor(worker_id)26 100 0 -0.008 0.055 -0.169 -0.011 0.158
factor(worker_id)27 100 0 -0.011 0.060 -0.142 -0.008 0.148
factor(worker_id)28 100 0 -0.007 0.062 -0.145 -0.009 0.169
factor(worker_id)29 100 0 -0.005 0.063 -0.201 0.000 0.174
factor(worker_id)30 100 0 -0.012 0.063 -0.172 -0.006 0.190
factor(category_id)2 100 0 -0.009 0.066 -0.140 -0.014 0.170
factor(category_id)3 100 0 -0.004 0.059 -0.120 -0.005 0.164
factor(category_id)4 100 0 -0.003 0.062 -0.120 -0.006 0.193
factor(category_id)5 100 0 -0.007 0.060 -0.122 -0.017 0.166
factor(worker_id)2:factor(category_id)2 100 0 0.008 0.094 -0.270 0.018 0.219
factor(worker_id)3:factor(category_id)2 100 0 0.012 0.088 -0.205 0.006 0.202
factor(worker_id)4:factor(category_id)2 100 0 0.004 0.092 -0.312 0.012 0.262
factor(worker_id)5:factor(category_id)2 100 0 0.011 0.097 -0.200 0.012 0.280
factor(worker_id)6:factor(category_id)2 100 0 0.015 0.085 -0.191 0.021 0.194
factor(worker_id)7:factor(category_id)2 100 0 0.010 0.098 -0.340 0.012 0.306
factor(worker_id)8:factor(category_id)2 100 0 0.001 0.091 -0.267 -0.001 0.228
factor(worker_id)9:factor(category_id)2 100 0 0.012 0.085 -0.159 0.008 0.253
factor(worker_id)10:factor(category_id)2 100 0 0.008 0.098 -0.265 0.009 0.234
factor(worker_id)11:factor(category_id)2 100 0 0.015 0.094 -0.292 0.019 0.302
factor(worker_id)12:factor(category_id)2 100 0 0.014 0.083 -0.228 0.008 0.180
factor(worker_id)13:factor(category_id)2 100 0 0.010 0.094 -0.218 0.008 0.314
factor(worker_id)14:factor(category_id)2 100 0 0.017 0.090 -0.207 0.026 0.213
factor(worker_id)15:factor(category_id)2 100 0 0.001 0.088 -0.203 0.009 0.203
factor(worker_id)16:factor(category_id)2 100 0 0.003 0.084 -0.213 0.008 0.205
factor(worker_id)17:factor(category_id)2 100 0 0.008 0.089 -0.253 0.009 0.208
factor(worker_id)18:factor(category_id)2 100 0 0.019 0.091 -0.201 0.018 0.263
factor(worker_id)19:factor(category_id)2 100 0 0.014 0.094 -0.198 0.010 0.242
factor(worker_id)20:factor(category_id)2 100 0 0.004 0.093 -0.238 0.011 0.208
factor(worker_id)21:factor(category_id)2 100 0 0.016 0.097 -0.238 0.027 0.215
factor(worker_id)22:factor(category_id)2 100 0 -0.001 0.079 -0.209 0.000 0.240
factor(worker_id)23:factor(category_id)2 100 0 -0.002 0.096 -0.200 0.004 0.256
factor(worker_id)24:factor(category_id)2 100 0 0.013 0.093 -0.268 0.022 0.239
factor(worker_id)25:factor(category_id)2 100 0 0.013 0.089 -0.208 0.021 0.214
factor(worker_id)26:factor(category_id)2 100 0 0.011 0.086 -0.257 0.017 0.196
factor(worker_id)27:factor(category_id)2 100 0 0.021 0.086 -0.228 0.029 0.219
factor(worker_id)28:factor(category_id)2 100 0 0.003 0.087 -0.214 0.007 0.240
factor(worker_id)29:factor(category_id)2 100 0 0.011 0.093 -0.228 0.017 0.324
factor(worker_id)30:factor(category_id)2 100 0 0.017 0.088 -0.278 0.013 0.263
factor(worker_id)2:factor(category_id)3 100 0 0.005 0.104 -0.239 0.011 0.217
factor(worker_id)3:factor(category_id)3 100 0 0.000 0.092 -0.234 0.002 0.223
factor(worker_id)4:factor(category_id)3 100 0 0.003 0.080 -0.279 0.007 0.175
factor(worker_id)5:factor(category_id)3 100 0 0.013 0.088 -0.281 0.000 0.328
factor(worker_id)6:factor(category_id)3 100 0 0.004 0.084 -0.264 0.002 0.293
factor(worker_id)7:factor(category_id)3 100 0 0.009 0.086 -0.233 0.007 0.274
factor(worker_id)8:factor(category_id)3 100 0 -0.001 0.092 -0.254 0.001 0.245
factor(worker_id)9:factor(category_id)3 100 0 -0.004 0.083 -0.192 -0.010 0.222
factor(worker_id)10:factor(category_id)3 100 0 0.005 0.079 -0.182 0.006 0.200
factor(worker_id)11:factor(category_id)3 100 0 -0.002 0.083 -0.232 0.003 0.168
factor(worker_id)12:factor(category_id)3 100 0 -0.004 0.081 -0.260 -0.012 0.215
factor(worker_id)13:factor(category_id)3 100 0 0.006 0.083 -0.216 0.005 0.213
factor(worker_id)14:factor(category_id)3 100 0 0.017 0.088 -0.186 0.016 0.212
factor(worker_id)15:factor(category_id)3 100 0 0.004 0.092 -0.229 0.000 0.219
factor(worker_id)16:factor(category_id)3 100 0 0.006 0.082 -0.192 0.004 0.216
factor(worker_id)17:factor(category_id)3 100 0 0.006 0.077 -0.205 0.005 0.178
factor(worker_id)18:factor(category_id)3 100 0 0.013 0.087 -0.177 0.028 0.207
factor(worker_id)19:factor(category_id)3 100 0 -0.003 0.085 -0.197 -0.006 0.217
factor(worker_id)20:factor(category_id)3 100 0 -0.004 0.087 -0.264 -0.002 0.181
factor(worker_id)21:factor(category_id)3 100 0 0.011 0.086 -0.225 0.009 0.232
factor(worker_id)22:factor(category_id)3 100 0 -0.008 0.082 -0.194 -0.005 0.165
factor(worker_id)23:factor(category_id)3 100 0 -0.013 0.088 -0.243 -0.007 0.206
factor(worker_id)24:factor(category_id)3 100 0 0.012 0.088 -0.212 0.016 0.261
factor(worker_id)25:factor(category_id)3 100 0 0.000 0.087 -0.242 -0.005 0.210
factor(worker_id)26:factor(category_id)3 100 0 0.001 0.088 -0.197 -0.001 0.260
factor(worker_id)27:factor(category_id)3 100 0 0.011 0.097 -0.198 0.020 0.237
factor(worker_id)28:factor(category_id)3 100 0 0.010 0.091 -0.259 0.009 0.218
factor(worker_id)29:factor(category_id)3 100 0 0.006 0.093 -0.256 0.002 0.263
factor(worker_id)30:factor(category_id)3 100 0 0.011 0.082 -0.242 0.010 0.220
factor(worker_id)2:factor(category_id)4 100 0 0.009 0.094 -0.256 0.000 0.185
factor(worker_id)3:factor(category_id)4 100 0 0.000 0.078 -0.214 0.002 0.163
factor(worker_id)4:factor(category_id)4 100 0 0.004 0.092 -0.430 0.011 0.179
factor(worker_id)5:factor(category_id)4 100 0 0.000 0.087 -0.183 0.001 0.249
factor(worker_id)6:factor(category_id)4 100 0 0.005 0.086 -0.243 0.011 0.185
factor(worker_id)7:factor(category_id)4 100 0 0.010 0.097 -0.276 0.017 0.261
factor(worker_id)8:factor(category_id)4 100 0 -0.002 0.097 -0.285 0.003 0.236
factor(worker_id)9:factor(category_id)4 100 0 0.004 0.091 -0.277 0.011 0.223
factor(worker_id)10:factor(category_id)4 100 0 -0.007 0.095 -0.275 -0.002 0.194
factor(worker_id)11:factor(category_id)4 100 0 0.011 0.086 -0.191 0.009 0.215
factor(worker_id)12:factor(category_id)4 100 0 -0.003 0.076 -0.268 0.005 0.178
factor(worker_id)13:factor(category_id)4 100 0 0.010 0.090 -0.196 0.019 0.278
factor(worker_id)14:factor(category_id)4 100 0 0.013 0.100 -0.246 0.013 0.307
factor(worker_id)15:factor(category_id)4 100 0 -0.009 0.086 -0.195 -0.012 0.188
factor(worker_id)16:factor(category_id)4 100 0 -0.005 0.074 -0.222 0.004 0.173
factor(worker_id)17:factor(category_id)4 100 0 0.007 0.082 -0.200 0.006 0.190
factor(worker_id)18:factor(category_id)4 100 0 0.013 0.090 -0.173 0.010 0.251
factor(worker_id)19:factor(category_id)4 100 0 0.003 0.083 -0.174 0.009 0.224
factor(worker_id)20:factor(category_id)4 100 0 0.002 0.095 -0.253 -0.004 0.229
factor(worker_id)21:factor(category_id)4 100 0 0.011 0.090 -0.208 0.009 0.229
factor(worker_id)22:factor(category_id)4 100 0 -0.003 0.086 -0.184 0.000 0.226
factor(worker_id)23:factor(category_id)4 100 0 -0.001 0.090 -0.188 0.003 0.223
factor(worker_id)24:factor(category_id)4 100 0 0.012 0.079 -0.226 0.006 0.212
factor(worker_id)25:factor(category_id)4 100 0 0.002 0.089 -0.261 0.005 0.278
factor(worker_id)26:factor(category_id)4 100 0 0.000 0.086 -0.266 0.007 0.191
factor(worker_id)27:factor(category_id)4 100 0 0.011 0.078 -0.212 0.019 0.160
factor(worker_id)28:factor(category_id)4 100 0 0.006 0.091 -0.270 0.006 0.233
factor(worker_id)29:factor(category_id)4 100 0 -0.001 0.081 -0.228 0.004 0.220
factor(worker_id)30:factor(category_id)4 100 0 0.017 0.081 -0.202 0.020 0.200
factor(worker_id)2:factor(category_id)5 100 0 0.001 0.095 -0.194 0.005 0.222
factor(worker_id)3:factor(category_id)5 100 0 0.002 0.088 -0.236 0.009 0.170
factor(worker_id)4:factor(category_id)5 100 0 0.012 0.088 -0.255 0.005 0.214
factor(worker_id)5:factor(category_id)5 100 0 0.009 0.091 -0.189 0.012 0.200
factor(worker_id)6:factor(category_id)5 100 0 0.017 0.091 -0.169 0.027 0.235
factor(worker_id)7:factor(category_id)5 100 0 0.001 0.094 -0.207 -0.013 0.244
factor(worker_id)8:factor(category_id)5 100 0 -0.003 0.093 -0.236 0.009 0.218
factor(worker_id)9:factor(category_id)5 100 0 0.014 0.091 -0.220 0.019 0.216
factor(worker_id)10:factor(category_id)5 100 0 0.005 0.090 -0.201 0.012 0.226
factor(worker_id)11:factor(category_id)5 100 0 0.008 0.094 -0.276 0.012 0.225
factor(worker_id)12:factor(category_id)5 100 0 -0.003 0.091 -0.232 -0.012 0.240
factor(worker_id)13:factor(category_id)5 100 0 0.008 0.089 -0.226 0.012 0.263
factor(worker_id)14:factor(category_id)5 100 0 0.016 0.088 -0.170 0.007 0.211
factor(worker_id)15:factor(category_id)5 100 0 0.007 0.089 -0.246 0.005 0.200
factor(worker_id)16:factor(category_id)5 100 0 0.003 0.081 -0.189 -0.004 0.277
factor(worker_id)17:factor(category_id)5 100 0 0.006 0.085 -0.239 0.001 0.192
factor(worker_id)18:factor(category_id)5 100 0 0.023 0.081 -0.156 0.026 0.193
factor(worker_id)19:factor(category_id)5 100 0 0.002 0.081 -0.210 0.006 0.243
factor(worker_id)20:factor(category_id)5 100 0 0.005 0.092 -0.282 0.011 0.195
factor(worker_id)21:factor(category_id)5 100 0 0.013 0.088 -0.198 0.009 0.236
factor(worker_id)22:factor(category_id)5 100 0 0.000 0.084 -0.177 -0.001 0.163
factor(worker_id)23:factor(category_id)5 100 0 0.006 0.089 -0.208 0.012 0.247
factor(worker_id)24:factor(category_id)5 100 0 0.008 0.082 -0.182 0.005 0.207
factor(worker_id)25:factor(category_id)5 100 0 -0.001 0.094 -0.220 -0.003 0.207
factor(worker_id)26:factor(category_id)5 100 0 0.011 0.085 -0.257 0.014 0.222
factor(worker_id)27:factor(category_id)5 100 0 0.013 0.086 -0.226 0.017 0.188
factor(worker_id)28:factor(category_id)5 100 0 0.008 0.090 -0.224 0.013 0.182
factor(worker_id)29:factor(category_id)5 100 0 0.012 0.094 -0.269 0.019 0.271
factor(worker_id)30:factor(category_id)5 100 0 0.020 0.093 -0.225 0.034 0.222

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.43
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)6:factor(category_id)2 1
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 1
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 0
factor(worker_id)13:factor(category_id)2 0.85
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 0
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 1
factor(worker_id)21:factor(category_id)2 1
factor(worker_id)22:factor(category_id)2 1
factor(worker_id)23:factor(category_id)2 0
factor(worker_id)24:factor(category_id)2 0
factor(worker_id)25:factor(category_id)2 0
factor(worker_id)26:factor(category_id)2 0
factor(worker_id)27:factor(category_id)2 1
factor(worker_id)28:factor(category_id)2 0
factor(worker_id)29:factor(category_id)2 0
factor(worker_id)30:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 1
factor(worker_id)6:factor(category_id)3 0
factor(worker_id)7:factor(category_id)3 0
factor(worker_id)8:factor(category_id)3 1
factor(worker_id)9:factor(category_id)3 0
factor(worker_id)10:factor(category_id)3 0
factor(worker_id)11:factor(category_id)3 0
factor(worker_id)12:factor(category_id)3 0
factor(worker_id)13:factor(category_id)3 1
factor(worker_id)14:factor(category_id)3 0
factor(worker_id)15:factor(category_id)3 0
factor(worker_id)16:factor(category_id)3 0
factor(worker_id)17:factor(category_id)3 0.53
factor(worker_id)18:factor(category_id)3 0
factor(worker_id)19:factor(category_id)3 0
factor(worker_id)20:factor(category_id)3 0
factor(worker_id)21:factor(category_id)3 0
factor(worker_id)22:factor(category_id)3 0
factor(worker_id)23:factor(category_id)3 0
factor(worker_id)24:factor(category_id)3 0
factor(worker_id)25:factor(category_id)3 0
factor(worker_id)26:factor(category_id)3 1
factor(worker_id)27:factor(category_id)3 0
factor(worker_id)28:factor(category_id)3 0
factor(worker_id)29:factor(category_id)3 0.46
factor(worker_id)30:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 1
factor(worker_id)5:factor(category_id)4 1
factor(worker_id)6:factor(category_id)4 1
factor(worker_id)7:factor(category_id)4 0.11
factor(worker_id)8:factor(category_id)4 1
factor(worker_id)9:factor(category_id)4 1
factor(worker_id)10:factor(category_id)4 0
factor(worker_id)11:factor(category_id)4 0
factor(worker_id)12:factor(category_id)4 0
factor(worker_id)13:factor(category_id)4 1
factor(worker_id)14:factor(category_id)4 1
factor(worker_id)15:factor(category_id)4 0
factor(worker_id)16:factor(category_id)4 1
factor(worker_id)17:factor(category_id)4 1
factor(worker_id)18:factor(category_id)4 0.03
factor(worker_id)19:factor(category_id)4 1
factor(worker_id)20:factor(category_id)4 0.7
factor(worker_id)21:factor(category_id)4 1
factor(worker_id)22:factor(category_id)4 1
factor(worker_id)23:factor(category_id)4 0
factor(worker_id)24:factor(category_id)4 0
factor(worker_id)25:factor(category_id)4 0
factor(worker_id)26:factor(category_id)4 1
factor(worker_id)27:factor(category_id)4 1
factor(worker_id)28:factor(category_id)4 1
factor(worker_id)29:factor(category_id)4 1
factor(worker_id)30:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0.54
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 1
factor(worker_id)6:factor(category_id)5 0
factor(worker_id)7:factor(category_id)5 0
factor(worker_id)8:factor(category_id)5 0
factor(worker_id)9:factor(category_id)5 0
factor(worker_id)10:factor(category_id)5 0
factor(worker_id)11:factor(category_id)5 0
factor(worker_id)12:factor(category_id)5 0
factor(worker_id)13:factor(category_id)5 0.99
factor(worker_id)14:factor(category_id)5 0.63
factor(worker_id)15:factor(category_id)5 0
factor(worker_id)16:factor(category_id)5 0
factor(worker_id)17:factor(category_id)5 1
factor(worker_id)18:factor(category_id)5 0
factor(worker_id)19:factor(category_id)5 1
factor(worker_id)20:factor(category_id)5 1
factor(worker_id)21:factor(category_id)5 0
factor(worker_id)22:factor(category_id)5 1
factor(worker_id)23:factor(category_id)5 0
factor(worker_id)24:factor(category_id)5 0
factor(worker_id)25:factor(category_id)5 0
factor(worker_id)26:factor(category_id)5 0
factor(worker_id)27:factor(category_id)5 0
factor(worker_id)28:factor(category_id)5 0.67
factor(worker_id)29:factor(category_id)5 0.67
factor(worker_id)30:factor(category_id)5 0.77

Significant match effect number = 37 out of 116

worker=50 category=2 data

num_process = 10, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.025 0.361 -0.789 -0.043 0.953
factor(worker_id)2 100 0 0.052 0.468 -1.138 0.072 1.296
factor(worker_id)3 100 0 0.057 0.521 -1.230 0.031 1.307
factor(worker_id)4 100 0 -0.009 0.498 -1.409 -0.008 1.194
factor(worker_id)5 100 0 0.048 0.466 -1.083 0.110 0.993
factor(worker_id)6 100 0 -0.030 0.458 -1.126 0.000 0.906
factor(worker_id)7 100 0 0.033 0.479 -1.520 0.133 1.147
factor(worker_id)8 100 0 0.025 0.474 -1.096 0.014 1.091
factor(worker_id)9 100 0 -0.012 0.474 -1.097 -0.009 0.955
factor(worker_id)10 100 0 0.028 0.485 -1.045 0.048 1.109
factor(worker_id)11 100 0 0.005 0.506 -1.231 0.033 1.206
factor(worker_id)12 100 0 0.055 0.477 -0.930 0.034 1.458
factor(worker_id)13 100 0 0.002 0.458 -1.139 0.045 0.982
factor(worker_id)14 100 0 0.060 0.497 -1.479 0.050 1.069
factor(worker_id)15 100 0 0.045 0.470 -1.636 0.044 1.123
factor(worker_id)16 100 0 -0.010 0.454 -1.133 -0.003 1.096
factor(worker_id)17 100 0 0.072 0.453 -1.143 0.063 1.118
factor(worker_id)18 100 0 0.026 0.490 -1.098 0.044 1.105
factor(worker_id)19 100 0 0.030 0.482 -1.053 -0.007 1.123
factor(worker_id)20 100 0 0.030 0.460 -1.101 0.085 1.204
factor(worker_id)21 100 0 0.015 0.470 -1.625 -0.015 1.200
factor(worker_id)22 100 0 0.016 0.427 -1.115 -0.034 1.007
factor(worker_id)23 100 0 0.018 0.501 -1.111 0.019 1.223
factor(worker_id)24 100 0 0.009 0.508 -1.185 0.008 1.373
factor(worker_id)25 100 0 0.001 0.459 -1.231 0.025 1.103
factor(worker_id)26 100 0 0.041 0.464 -0.956 -0.011 1.558
factor(worker_id)27 100 0 0.032 0.509 -1.283 0.073 1.128
factor(worker_id)28 100 0 0.050 0.545 -1.109 0.043 1.500
factor(worker_id)29 100 0 0.047 0.460 -0.978 0.018 1.099
factor(worker_id)30 100 0 0.032 0.512 -1.203 0.050 1.286
factor(worker_id)31 100 0 0.069 0.525 -1.114 0.016 1.270
factor(worker_id)32 100 0 0.055 0.517 -1.478 0.099 1.144
factor(worker_id)33 100 0 0.051 0.460 -1.109 0.046 1.127
factor(worker_id)34 100 0 0.004 0.463 -1.110 0.020 1.332
factor(worker_id)35 100 0 -0.051 0.547 -1.082 0.001 1.273
factor(worker_id)36 100 0 0.085 0.513 -1.382 0.137 1.480
factor(worker_id)37 100 0 -0.012 0.445 -1.209 -0.013 1.096
factor(worker_id)38 100 0 -0.010 0.449 -1.036 -0.004 1.213
factor(worker_id)39 100 0 0.017 0.471 -1.336 0.020 1.057
factor(worker_id)40 100 0 -0.001 0.460 -1.208 0.034 1.149
factor(worker_id)41 100 0 0.027 0.520 -1.202 -0.004 1.385
factor(worker_id)42 100 0 0.006 0.454 -1.200 0.040 1.054
factor(worker_id)43 100 0 0.034 0.504 -1.510 0.098 1.019
factor(worker_id)44 100 0 -0.054 0.518 -1.085 -0.066 1.215
factor(worker_id)45 100 0 -0.008 0.495 -0.954 0.027 1.117
factor(worker_id)46 100 0 0.035 0.498 -1.243 0.027 1.047
factor(worker_id)47 100 0 0.049 0.481 -1.091 0.068 1.227
factor(worker_id)48 100 0 -0.002 0.487 -1.300 -0.008 0.849
factor(worker_id)49 100 0 0.046 0.467 -0.979 0.053 1.281
factor(worker_id)50 100 0 0.032 0.450 -1.230 0.005 1.211
factor(category_id)2 100 0 0.014 0.462 -1.122 0.063 1.142
factor(worker_id)2:factor(category_id)2 100 0 -0.018 0.619 -1.286 -0.012 1.444
factor(worker_id)3:factor(category_id)2 100 0 -0.025 0.588 -1.482 -0.014 1.737
factor(worker_id)4:factor(category_id)2 100 0 -0.013 0.672 -1.830 -0.002 1.748
factor(worker_id)5:factor(category_id)2 100 0 -0.030 0.699 -1.630 -0.027 1.778
factor(worker_id)6:factor(category_id)2 100 0 -0.022 0.603 -1.376 -0.044 1.372
factor(worker_id)7:factor(category_id)2 100 0 -0.041 0.597 -1.177 -0.020 1.507
factor(worker_id)8:factor(category_id)2 100 0 -0.022 0.647 -1.499 -0.030 1.473
factor(worker_id)9:factor(category_id)2 100 0 0.040 0.622 -1.520 0.094 1.509
factor(worker_id)10:factor(category_id)2 100 0 0.020 0.641 -1.749 0.108 1.425
factor(worker_id)11:factor(category_id)2 100 0 0.029 0.689 -1.395 -0.027 2.255
factor(worker_id)12:factor(category_id)2 100 0 0.003 0.606 -1.741 0.033 1.333
factor(worker_id)13:factor(category_id)2 100 0 -0.023 0.573 -1.409 -0.036 1.416
factor(worker_id)14:factor(category_id)2 100 0 0.008 0.653 -1.589 0.082 1.372
factor(worker_id)15:factor(category_id)2 100 0 -0.092 0.547 -1.394 -0.121 1.412
factor(worker_id)16:factor(category_id)2 100 0 -0.014 0.688 -1.437 -0.059 2.187
factor(worker_id)17:factor(category_id)2 100 0 -0.073 0.604 -1.231 -0.030 1.763
factor(worker_id)18:factor(category_id)2 100 0 -0.014 0.647 -1.825 -0.042 1.343
factor(worker_id)19:factor(category_id)2 100 0 -0.025 0.602 -1.196 -0.019 1.381
factor(worker_id)20:factor(category_id)2 100 0 0.015 0.614 -1.349 -0.002 1.843
factor(worker_id)21:factor(category_id)2 100 0 0.019 0.605 -1.205 0.049 1.477
factor(worker_id)22:factor(category_id)2 100 0 -0.012 0.615 -1.449 -0.032 1.523
factor(worker_id)23:factor(category_id)2 100 0 -0.027 0.661 -1.505 -0.039 1.376
factor(worker_id)24:factor(category_id)2 100 0 -0.003 0.643 -1.192 0.050 1.445
factor(worker_id)25:factor(category_id)2 100 0 0.025 0.598 -1.265 0.036 1.615
factor(worker_id)26:factor(category_id)2 100 0 0.022 0.616 -1.783 0.035 1.667
factor(worker_id)27:factor(category_id)2 100 0 -0.043 0.610 -1.369 -0.046 1.308
factor(worker_id)28:factor(category_id)2 100 0 -0.033 0.765 -2.269 -0.073 1.839
factor(worker_id)29:factor(category_id)2 100 0 -0.027 0.656 -1.531 -0.032 1.906
factor(worker_id)30:factor(category_id)2 100 0 -0.020 0.653 -1.510 -0.019 1.389
factor(worker_id)31:factor(category_id)2 100 0 -0.045 0.665 -1.515 -0.107 2.174
factor(worker_id)32:factor(category_id)2 100 0 -0.043 0.671 -1.746 0.035 1.547
factor(worker_id)33:factor(category_id)2 100 0 0.001 0.668 -1.519 0.042 1.591
factor(worker_id)34:factor(category_id)2 100 0 0.036 0.636 -2.099 0.049 1.474
factor(worker_id)35:factor(category_id)2 100 0 0.072 0.649 -1.719 0.020 1.441
factor(worker_id)36:factor(category_id)2 100 0 -0.079 0.735 -2.277 -0.083 1.754
factor(worker_id)37:factor(category_id)2 100 0 -0.019 0.619 -1.769 -0.053 1.269
factor(worker_id)38:factor(category_id)2 100 0 0.008 0.643 -1.820 -0.014 1.481
factor(worker_id)39:factor(category_id)2 100 0 0.047 0.615 -1.571 0.084 1.389
factor(worker_id)40:factor(category_id)2 100 0 0.059 0.573 -1.456 0.054 1.575
factor(worker_id)41:factor(category_id)2 100 0 -0.001 0.688 -1.719 -0.072 1.523
factor(worker_id)42:factor(category_id)2 100 0 0.019 0.599 -1.738 0.068 1.380
factor(worker_id)43:factor(category_id)2 100 0 -0.041 0.662 -1.681 -0.099 1.689
factor(worker_id)44:factor(category_id)2 100 0 0.009 0.724 -1.724 0.066 1.899
factor(worker_id)45:factor(category_id)2 100 0 0.053 0.643 -1.338 0.018 1.837
factor(worker_id)46:factor(category_id)2 100 0 -0.051 0.662 -1.753 -0.006 1.845
factor(worker_id)47:factor(category_id)2 100 0 -0.088 0.586 -1.848 -0.056 1.093
factor(worker_id)48:factor(category_id)2 100 0 0.009 0.680 -1.380 -0.059 1.623
factor(worker_id)49:factor(category_id)2 100 0 -0.055 0.638 -1.662 0.017 1.257
factor(worker_id)50:factor(category_id)2 100 0 -0.029 0.647 -1.432 -0.022 1.799

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.98
factor(worker_id)3 0.99
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(worker_id)31 1
factor(worker_id)32 1
factor(worker_id)33 1
factor(worker_id)34 1
factor(worker_id)35 1
factor(worker_id)36 1
factor(worker_id)37 1
factor(worker_id)38 1
factor(worker_id)39 1
factor(worker_id)40 1
factor(worker_id)41 1
factor(worker_id)42 1
factor(worker_id)43 1
factor(worker_id)44 1
factor(worker_id)45 1
factor(worker_id)46 1
factor(worker_id)47 1
factor(worker_id)48 1
factor(worker_id)49 1
factor(worker_id)50 1
factor(category_id)2 0.45
factor(worker_id)2:factor(category_id)2 0.08
factor(worker_id)3:factor(category_id)2 0.47
factor(worker_id)4:factor(category_id)2 0.11
factor(worker_id)5:factor(category_id)2 0.02
factor(worker_id)6:factor(category_id)2 0.41
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0.1
factor(worker_id)9:factor(category_id)2 0.1
factor(worker_id)10:factor(category_id)2 0.46
factor(worker_id)11:factor(category_id)2 0.06
factor(worker_id)12:factor(category_id)2 0.66
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 0.97
factor(worker_id)16:factor(category_id)2 0.97
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0.18
factor(worker_id)19:factor(category_id)2 0.19
factor(worker_id)20:factor(category_id)2 0
factor(worker_id)21:factor(category_id)2 0.96
factor(worker_id)22:factor(category_id)2 0.1
factor(worker_id)23:factor(category_id)2 1
factor(worker_id)24:factor(category_id)2 0
factor(worker_id)25:factor(category_id)2 0
factor(worker_id)26:factor(category_id)2 0.04
factor(worker_id)27:factor(category_id)2 0
factor(worker_id)28:factor(category_id)2 0
factor(worker_id)29:factor(category_id)2 0.35
factor(worker_id)30:factor(category_id)2 0.32
factor(worker_id)31:factor(category_id)2 0.01
factor(worker_id)32:factor(category_id)2 0.17
factor(worker_id)33:factor(category_id)2 0.09
factor(worker_id)34:factor(category_id)2 0
factor(worker_id)35:factor(category_id)2 0.83
factor(worker_id)36:factor(category_id)2 0
factor(worker_id)37:factor(category_id)2 0
factor(worker_id)38:factor(category_id)2 0.22
factor(worker_id)39:factor(category_id)2 0
factor(worker_id)40:factor(category_id)2 0.35
factor(worker_id)41:factor(category_id)2 0.58
factor(worker_id)42:factor(category_id)2 0.63
factor(worker_id)43:factor(category_id)2 0.01
factor(worker_id)44:factor(category_id)2 0
factor(worker_id)45:factor(category_id)2 0
factor(worker_id)46:factor(category_id)2 0
factor(worker_id)47:factor(category_id)2 0.17
factor(worker_id)48:factor(category_id)2 0.03
factor(worker_id)49:factor(category_id)2 0
factor(worker_id)50:factor(category_id)2 0.02

Significant match effect number = 5 out of 49

num_process = 20, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.013 0.247 -0.638 -0.017 0.581
factor(worker_id)2 100 0 0.055 0.344 -0.725 0.042 0.963
factor(worker_id)3 100 0 -0.009 0.336 -0.859 0.012 0.798
factor(worker_id)4 100 0 0.021 0.326 -0.943 0.016 0.745
factor(worker_id)5 100 0 0.024 0.328 -0.619 0.022 0.808
factor(worker_id)6 100 0 0.015 0.331 -0.922 0.009 0.974
factor(worker_id)7 100 0 0.017 0.357 -0.874 0.008 0.819
factor(worker_id)8 100 0 0.019 0.316 -0.723 0.025 0.745
factor(worker_id)9 100 0 -0.017 0.344 -0.729 -0.004 0.876
factor(worker_id)10 100 0 -0.018 0.305 -0.759 0.003 0.796
factor(worker_id)11 100 0 0.029 0.346 -0.910 0.041 1.091
factor(worker_id)12 100 0 0.041 0.285 -0.573 0.038 0.714
factor(worker_id)13 100 0 0.011 0.339 -0.769 0.020 0.922
factor(worker_id)14 100 0 0.022 0.334 -1.034 0.039 0.854
factor(worker_id)15 100 0 -0.005 0.342 -0.885 -0.017 0.714
factor(worker_id)16 100 0 -0.005 0.324 -0.711 0.000 1.235
factor(worker_id)17 100 0 0.018 0.347 -0.865 0.036 0.772
factor(worker_id)18 100 0 0.032 0.298 -0.739 0.070 1.018
factor(worker_id)19 100 0 0.016 0.326 -0.678 0.033 0.739
factor(worker_id)20 100 0 0.052 0.338 -0.757 0.044 0.830
factor(worker_id)21 100 0 -0.020 0.372 -0.967 0.034 0.977
factor(worker_id)22 100 0 0.041 0.331 -0.672 0.060 0.702
factor(worker_id)23 100 0 0.008 0.348 -0.896 0.008 1.134
factor(worker_id)24 100 0 0.047 0.309 -0.749 0.048 0.969
factor(worker_id)25 100 0 0.035 0.308 -0.709 0.048 0.796
factor(worker_id)26 100 0 0.003 0.292 -0.699 0.014 0.721
factor(worker_id)27 100 0 0.034 0.348 -0.824 -0.012 1.110
factor(worker_id)28 100 0 0.033 0.339 -0.848 0.062 0.768
factor(worker_id)29 100 0 -0.047 0.334 -1.226 -0.015 0.846
factor(worker_id)30 100 0 0.026 0.306 -0.793 0.071 0.685
factor(worker_id)31 100 0 -0.012 0.363 -0.753 -0.054 0.979
factor(worker_id)32 100 0 0.036 0.329 -0.696 0.056 1.095
factor(worker_id)33 100 0 0.006 0.349 -0.818 -0.047 0.846
factor(worker_id)34 100 0 0.009 0.342 -0.732 0.004 0.940
factor(worker_id)35 100 0 -0.042 0.343 -0.824 -0.028 0.897
factor(worker_id)36 100 0 0.017 0.347 -0.899 0.034 0.830
factor(worker_id)37 100 0 0.009 0.344 -1.189 0.022 0.710
factor(worker_id)38 100 0 0.020 0.319 -0.674 0.003 0.793
factor(worker_id)39 100 0 0.004 0.300 -0.884 -0.029 0.857
factor(worker_id)40 100 0 0.018 0.323 -0.908 0.002 0.845
factor(worker_id)41 100 0 0.046 0.339 -0.610 0.063 0.852
factor(worker_id)42 100 0 0.031 0.332 -0.758 0.041 0.837
factor(worker_id)43 100 0 0.009 0.369 -0.842 0.047 0.953
factor(worker_id)44 100 0 0.060 0.362 -0.989 0.067 0.966
factor(worker_id)45 100 0 0.031 0.323 -0.756 0.001 0.914
factor(worker_id)46 100 0 -0.007 0.345 -0.676 0.026 0.761
factor(worker_id)47 100 0 0.034 0.317 -0.672 0.036 0.721
factor(worker_id)48 100 0 0.023 0.325 -0.801 0.009 0.980
factor(worker_id)49 100 0 0.021 0.400 -0.868 0.048 0.860
factor(worker_id)50 100 0 0.031 0.361 -1.168 0.046 0.998
factor(category_id)2 100 0 0.025 0.324 -0.738 0.033 0.706
factor(worker_id)2:factor(category_id)2 100 0 -0.051 0.485 -1.013 -0.010 1.165
factor(worker_id)3:factor(category_id)2 100 0 -0.036 0.497 -1.048 -0.071 1.213
factor(worker_id)4:factor(category_id)2 100 0 -0.065 0.438 -1.213 -0.083 1.017
factor(worker_id)5:factor(category_id)2 100 0 -0.048 0.415 -0.943 -0.036 0.712
factor(worker_id)6:factor(category_id)2 100 0 -0.028 0.492 -1.034 -0.051 1.183
factor(worker_id)7:factor(category_id)2 100 0 -0.017 0.499 -1.109 0.022 1.018
factor(worker_id)8:factor(category_id)2 100 0 -0.030 0.450 -1.438 0.022 0.902
factor(worker_id)9:factor(category_id)2 100 0 -0.007 0.433 -0.997 -0.002 1.146
factor(worker_id)10:factor(category_id)2 100 0 0.023 0.417 -0.962 -0.001 1.012
factor(worker_id)11:factor(category_id)2 100 0 -0.041 0.458 -1.646 -0.058 1.096
factor(worker_id)12:factor(category_id)2 100 0 -0.073 0.409 -1.241 -0.031 0.891
factor(worker_id)13:factor(category_id)2 100 0 -0.004 0.465 -1.309 -0.034 1.037
factor(worker_id)14:factor(category_id)2 100 0 -0.029 0.502 -1.531 -0.037 1.329
factor(worker_id)15:factor(category_id)2 100 0 -0.007 0.468 -1.219 0.031 1.154
factor(worker_id)16:factor(category_id)2 100 0 0.028 0.459 -0.863 0.013 1.283
factor(worker_id)17:factor(category_id)2 100 0 -0.002 0.466 -1.180 0.027 1.053
factor(worker_id)18:factor(category_id)2 100 0 -0.043 0.466 -1.205 -0.010 1.031
factor(worker_id)19:factor(category_id)2 100 0 -0.029 0.462 -1.156 0.021 1.097
factor(worker_id)20:factor(category_id)2 100 0 -0.054 0.415 -1.007 -0.060 1.120
factor(worker_id)21:factor(category_id)2 100 0 -0.015 0.482 -1.234 0.014 0.899
factor(worker_id)22:factor(category_id)2 100 0 -0.002 0.444 -1.029 0.017 1.126
factor(worker_id)23:factor(category_id)2 100 0 -0.021 0.425 -1.136 -0.001 0.929
factor(worker_id)24:factor(category_id)2 100 0 -0.060 0.422 -1.311 -0.105 1.185
factor(worker_id)25:factor(category_id)2 100 0 -0.030 0.428 -0.945 -0.054 0.903
factor(worker_id)26:factor(category_id)2 100 0 -0.023 0.409 -1.018 -0.037 0.867
factor(worker_id)27:factor(category_id)2 100 0 -0.052 0.467 -1.566 0.000 0.688
factor(worker_id)28:factor(category_id)2 100 0 -0.044 0.482 -1.035 -0.151 1.263
factor(worker_id)29:factor(category_id)2 100 0 0.018 0.447 -1.335 0.050 0.976
factor(worker_id)30:factor(category_id)2 100 0 -0.070 0.438 -1.025 -0.065 0.839
factor(worker_id)31:factor(category_id)2 100 0 0.003 0.458 -0.980 0.015 1.257
factor(worker_id)32:factor(category_id)2 100 0 -0.086 0.441 -1.183 -0.066 1.019
factor(worker_id)33:factor(category_id)2 100 0 -0.012 0.398 -0.938 0.016 0.901
factor(worker_id)34:factor(category_id)2 100 0 -0.032 0.457 -1.175 -0.031 0.908
factor(worker_id)35:factor(category_id)2 100 0 0.010 0.435 -1.284 -0.034 1.117
factor(worker_id)36:factor(category_id)2 100 0 -0.021 0.430 -1.133 -0.040 1.060
factor(worker_id)37:factor(category_id)2 100 0 -0.031 0.431 -1.213 -0.056 1.121
factor(worker_id)38:factor(category_id)2 100 0 -0.053 0.447 -1.173 -0.099 0.990
factor(worker_id)39:factor(category_id)2 100 0 -0.025 0.409 -0.942 -0.012 1.111
factor(worker_id)40:factor(category_id)2 100 0 -0.041 0.471 -1.044 -0.032 0.933
factor(worker_id)41:factor(category_id)2 100 0 -0.044 0.501 -1.184 -0.049 1.064
factor(worker_id)42:factor(category_id)2 100 0 -0.062 0.425 -1.037 -0.036 0.963
factor(worker_id)43:factor(category_id)2 100 0 0.001 0.505 -1.094 0.070 1.236
factor(worker_id)44:factor(category_id)2 100 0 -0.064 0.477 -1.098 -0.090 1.150
factor(worker_id)45:factor(category_id)2 100 0 -0.047 0.436 -1.164 -0.042 1.075
factor(worker_id)46:factor(category_id)2 100 0 -0.012 0.473 -1.022 0.009 1.153
factor(worker_id)47:factor(category_id)2 100 0 -0.039 0.406 -1.014 -0.006 1.077
factor(worker_id)48:factor(category_id)2 100 0 -0.068 0.418 -0.974 -0.070 0.907
factor(worker_id)49:factor(category_id)2 100 0 -0.009 0.518 -1.249 0.065 1.401
factor(worker_id)50:factor(category_id)2 100 0 -0.073 0.453 -1.112 -0.090 1.258

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.02
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(worker_id)31 1
factor(worker_id)32 1
factor(worker_id)33 1
factor(worker_id)34 1
factor(worker_id)35 1
factor(worker_id)36 1
factor(worker_id)37 1
factor(worker_id)38 1
factor(worker_id)39 1
factor(worker_id)40 1
factor(worker_id)41 1
factor(worker_id)42 1
factor(worker_id)43 1
factor(worker_id)44 1
factor(worker_id)45 1
factor(worker_id)46 1
factor(worker_id)47 1
factor(worker_id)48 1
factor(worker_id)49 1
factor(worker_id)50 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0.01
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0.01
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 0.28
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 0.01
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 0
factor(worker_id)21:factor(category_id)2 0
factor(worker_id)22:factor(category_id)2 0.08
factor(worker_id)23:factor(category_id)2 0
factor(worker_id)24:factor(category_id)2 0
factor(worker_id)25:factor(category_id)2 0
factor(worker_id)26:factor(category_id)2 0
factor(worker_id)27:factor(category_id)2 0.59
factor(worker_id)28:factor(category_id)2 0
factor(worker_id)29:factor(category_id)2 0.1
factor(worker_id)30:factor(category_id)2 0.23
factor(worker_id)31:factor(category_id)2 0
factor(worker_id)32:factor(category_id)2 0
factor(worker_id)33:factor(category_id)2 0
factor(worker_id)34:factor(category_id)2 0
factor(worker_id)35:factor(category_id)2 0
factor(worker_id)36:factor(category_id)2 0
factor(worker_id)37:factor(category_id)2 0.82
factor(worker_id)38:factor(category_id)2 0
factor(worker_id)39:factor(category_id)2 0
factor(worker_id)40:factor(category_id)2 0
factor(worker_id)41:factor(category_id)2 0
factor(worker_id)42:factor(category_id)2 0
factor(worker_id)43:factor(category_id)2 0
factor(worker_id)44:factor(category_id)2 0.21
factor(worker_id)45:factor(category_id)2 0
factor(worker_id)46:factor(category_id)2 0
factor(worker_id)47:factor(category_id)2 0
factor(worker_id)48:factor(category_id)2 0
factor(worker_id)49:factor(category_id)2 0.26
factor(worker_id)50:factor(category_id)2 0.25

Significant match effect number = 1 out of 49

num_process = 30, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.032 0.168 -0.292 0.019 0.522
factor(worker_id)2 100 0 -0.010 0.233 -0.603 0.016 0.516
factor(worker_id)3 100 0 -0.026 0.240 -0.674 -0.022 0.544
factor(worker_id)4 100 0 -0.041 0.242 -0.562 -0.061 0.566
factor(worker_id)5 100 0 -0.053 0.273 -0.813 -0.040 0.452
factor(worker_id)6 100 0 -0.056 0.247 -0.778 -0.072 0.635
factor(worker_id)7 100 0 -0.026 0.238 -0.520 -0.034 0.640
factor(worker_id)8 100 0 -0.039 0.231 -0.865 0.007 0.479
factor(worker_id)9 100 0 -0.031 0.257 -0.586 -0.034 0.533
factor(worker_id)10 100 0 -0.036 0.283 -0.631 -0.022 0.611
factor(worker_id)11 100 0 -0.041 0.268 -0.762 -0.052 0.447
factor(worker_id)12 100 0 0.000 0.241 -0.521 -0.022 0.749
factor(worker_id)13 100 0 -0.024 0.254 -0.645 -0.024 0.626
factor(worker_id)14 100 0 -0.031 0.248 -0.653 -0.011 0.612
factor(worker_id)15 100 0 -0.041 0.258 -0.692 -0.029 0.476
factor(worker_id)16 100 0 -0.050 0.260 -0.730 -0.063 0.535
factor(worker_id)17 100 0 -0.010 0.232 -0.775 0.000 0.657
factor(worker_id)18 100 0 -0.022 0.258 -0.642 -0.005 0.628
factor(worker_id)19 100 0 -0.022 0.230 -0.700 -0.014 0.497
factor(worker_id)20 100 0 -0.052 0.244 -0.800 -0.054 0.624
factor(worker_id)21 100 0 -0.010 0.255 -0.654 -0.033 0.466
factor(worker_id)22 100 0 -0.034 0.235 -0.550 -0.056 0.459
factor(worker_id)23 100 0 -0.013 0.230 -0.747 0.003 0.555
factor(worker_id)24 100 0 0.008 0.260 -0.646 0.027 0.812
factor(worker_id)25 100 0 -0.044 0.238 -0.582 -0.038 0.568
factor(worker_id)26 100 0 -0.024 0.227 -0.628 -0.020 0.594
factor(worker_id)27 100 0 -0.014 0.226 -0.671 -0.009 0.416
factor(worker_id)28 100 0 -0.025 0.255 -0.509 -0.002 0.570
factor(worker_id)29 100 0 -0.029 0.227 -0.531 -0.013 0.670
factor(worker_id)30 100 0 -0.058 0.251 -0.695 -0.025 0.522
factor(worker_id)31 100 0 -0.029 0.260 -0.561 -0.011 0.520
factor(worker_id)32 100 0 -0.027 0.228 -0.700 -0.038 0.512
factor(worker_id)33 100 0 -0.052 0.245 -0.630 -0.029 0.656
factor(worker_id)34 100 0 -0.036 0.263 -0.687 -0.050 0.570
factor(worker_id)35 100 0 -0.052 0.267 -0.848 -0.040 0.565
factor(worker_id)36 100 0 -0.015 0.262 -0.744 -0.007 0.650
factor(worker_id)37 100 0 -0.031 0.247 -0.568 -0.034 0.564
factor(worker_id)38 100 0 -0.020 0.268 -0.818 0.004 0.622
factor(worker_id)39 100 0 -0.037 0.263 -0.635 -0.025 0.636
factor(worker_id)40 100 0 -0.064 0.238 -0.713 -0.060 0.663
factor(worker_id)41 100 0 -0.038 0.248 -0.596 -0.015 0.587
factor(worker_id)42 100 0 0.001 0.238 -0.476 0.011 0.556
factor(worker_id)43 100 0 -0.029 0.223 -0.495 -0.052 0.483
factor(worker_id)44 100 0 -0.048 0.252 -0.574 -0.045 0.535
factor(worker_id)45 100 0 -0.017 0.248 -0.687 -0.019 0.589
factor(worker_id)46 100 0 -0.015 0.252 -0.684 -0.015 0.607
factor(worker_id)47 100 0 -0.017 0.239 -0.737 -0.011 0.603
factor(worker_id)48 100 0 -0.053 0.235 -0.774 -0.036 0.423
factor(worker_id)49 100 0 -0.038 0.233 -0.528 -0.040 0.585
factor(worker_id)50 100 0 -0.055 0.236 -0.702 -0.092 0.598
factor(category_id)2 100 0 -0.011 0.234 -0.523 -0.021 0.454
factor(worker_id)2:factor(category_id)2 100 0 0.011 0.335 -0.959 0.011 0.758
factor(worker_id)3:factor(category_id)2 100 0 -0.013 0.344 -0.858 0.002 0.822
factor(worker_id)4:factor(category_id)2 100 0 0.030 0.349 -0.843 0.050 0.743
factor(worker_id)5:factor(category_id)2 100 0 0.036 0.345 -0.692 -0.019 1.037
factor(worker_id)6:factor(category_id)2 100 0 0.041 0.329 -0.647 0.050 0.841
factor(worker_id)7:factor(category_id)2 100 0 -0.001 0.348 -0.890 0.015 0.961
factor(worker_id)8:factor(category_id)2 100 0 0.006 0.335 -0.615 -0.039 1.214
factor(worker_id)9:factor(category_id)2 100 0 -0.005 0.410 -0.922 -0.035 1.115
factor(worker_id)10:factor(category_id)2 100 0 -0.002 0.376 -0.935 0.000 0.713
factor(worker_id)11:factor(category_id)2 100 0 0.038 0.374 -0.752 0.055 1.131
factor(worker_id)12:factor(category_id)2 100 0 -0.020 0.342 -0.930 -0.029 0.792
factor(worker_id)13:factor(category_id)2 100 0 0.014 0.336 -0.894 0.040 0.857
factor(worker_id)14:factor(category_id)2 100 0 -0.025 0.383 -0.841 -0.021 0.884
factor(worker_id)15:factor(category_id)2 100 0 -0.011 0.340 -0.958 0.005 0.820
factor(worker_id)16:factor(category_id)2 100 0 0.029 0.362 -1.023 0.032 1.237
factor(worker_id)17:factor(category_id)2 100 0 -0.017 0.302 -0.710 -0.031 0.690
factor(worker_id)18:factor(category_id)2 100 0 -0.040 0.372 -1.115 -0.055 0.908
factor(worker_id)19:factor(category_id)2 100 0 0.031 0.314 -0.647 0.047 1.106
factor(worker_id)20:factor(category_id)2 100 0 0.032 0.332 -0.783 0.035 0.740
factor(worker_id)21:factor(category_id)2 100 0 -0.022 0.315 -0.722 0.006 0.809
factor(worker_id)22:factor(category_id)2 100 0 0.011 0.333 -0.745 0.017 0.796
factor(worker_id)23:factor(category_id)2 100 0 0.007 0.346 -0.973 0.050 0.721
factor(worker_id)24:factor(category_id)2 100 0 -0.023 0.352 -0.978 -0.032 0.883
factor(worker_id)25:factor(category_id)2 100 0 0.023 0.376 -0.997 0.008 0.846
factor(worker_id)26:factor(category_id)2 100 0 0.014 0.304 -0.813 0.028 0.756
factor(worker_id)27:factor(category_id)2 100 0 0.006 0.320 -0.757 0.017 1.114
factor(worker_id)28:factor(category_id)2 100 0 -0.019 0.350 -0.730 -0.043 0.934
factor(worker_id)29:factor(category_id)2 100 0 0.003 0.331 -0.723 -0.002 0.912
factor(worker_id)30:factor(category_id)2 100 0 0.005 0.346 -0.816 -0.006 0.852
factor(worker_id)31:factor(category_id)2 100 0 -0.002 0.355 -0.914 0.044 0.683
factor(worker_id)32:factor(category_id)2 100 0 0.006 0.344 -0.807 0.002 0.997
factor(worker_id)33:factor(category_id)2 100 0 0.016 0.343 -1.170 0.053 0.690
factor(worker_id)34:factor(category_id)2 100 0 0.021 0.341 -0.778 0.015 1.033
factor(worker_id)35:factor(category_id)2 100 0 0.020 0.335 -0.747 -0.028 0.911
factor(worker_id)36:factor(category_id)2 100 0 0.005 0.372 -0.865 -0.032 0.829
factor(worker_id)37:factor(category_id)2 100 0 0.000 0.358 -0.870 0.046 0.703
factor(worker_id)38:factor(category_id)2 100 0 0.017 0.362 -0.644 0.031 0.885
factor(worker_id)39:factor(category_id)2 100 0 0.007 0.362 -0.851 -0.025 0.899
factor(worker_id)40:factor(category_id)2 100 0 0.047 0.353 -0.684 0.018 0.983
factor(worker_id)41:factor(category_id)2 100 0 0.037 0.347 -0.726 0.032 0.908
factor(worker_id)42:factor(category_id)2 100 0 -0.042 0.355 -0.797 -0.064 0.625
factor(worker_id)43:factor(category_id)2 100 0 0.014 0.349 -0.830 -0.015 0.761
factor(worker_id)44:factor(category_id)2 100 0 0.013 0.334 -0.773 0.026 0.911
factor(worker_id)45:factor(category_id)2 100 0 -0.025 0.341 -0.787 -0.033 0.991
factor(worker_id)46:factor(category_id)2 100 0 -0.015 0.363 -0.774 0.024 0.722
factor(worker_id)47:factor(category_id)2 100 0 -0.018 0.339 -0.675 -0.053 0.902
factor(worker_id)48:factor(category_id)2 100 0 0.040 0.315 -0.614 0.073 0.864
factor(worker_id)49:factor(category_id)2 100 0 0.001 0.307 -0.884 -0.006 0.754
factor(worker_id)50:factor(category_id)2 100 0 0.022 0.369 -0.868 0.013 1.104

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(worker_id)31 1
factor(worker_id)32 1
factor(worker_id)33 1
factor(worker_id)34 1
factor(worker_id)35 1
factor(worker_id)36 1
factor(worker_id)37 1
factor(worker_id)38 1
factor(worker_id)39 1
factor(worker_id)40 1
factor(worker_id)41 1
factor(worker_id)42 1
factor(worker_id)43 1
factor(worker_id)44 1
factor(worker_id)45 1
factor(worker_id)46 1
factor(worker_id)47 1
factor(worker_id)48 1
factor(worker_id)49 1
factor(worker_id)50 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0.03
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0.02
factor(worker_id)10:factor(category_id)2 0.37
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 0
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 0
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 1
factor(worker_id)20:factor(category_id)2 1
factor(worker_id)21:factor(category_id)2 0
factor(worker_id)22:factor(category_id)2 0
factor(worker_id)23:factor(category_id)2 0
factor(worker_id)24:factor(category_id)2 1
factor(worker_id)25:factor(category_id)2 0
factor(worker_id)26:factor(category_id)2 0
factor(worker_id)27:factor(category_id)2 0.14
factor(worker_id)28:factor(category_id)2 0
factor(worker_id)29:factor(category_id)2 0
factor(worker_id)30:factor(category_id)2 0
factor(worker_id)31:factor(category_id)2 0
factor(worker_id)32:factor(category_id)2 0
factor(worker_id)33:factor(category_id)2 1
factor(worker_id)34:factor(category_id)2 0
factor(worker_id)35:factor(category_id)2 0.02
factor(worker_id)36:factor(category_id)2 0.92
factor(worker_id)37:factor(category_id)2 0
factor(worker_id)38:factor(category_id)2 0
factor(worker_id)39:factor(category_id)2 0
factor(worker_id)40:factor(category_id)2 0
factor(worker_id)41:factor(category_id)2 0.49
factor(worker_id)42:factor(category_id)2 0.71
factor(worker_id)43:factor(category_id)2 0
factor(worker_id)44:factor(category_id)2 0
factor(worker_id)45:factor(category_id)2 0.83
factor(worker_id)46:factor(category_id)2 0
factor(worker_id)47:factor(category_id)2 0.42
factor(worker_id)48:factor(category_id)2 0
factor(worker_id)49:factor(category_id)2 0.39
factor(worker_id)50:factor(category_id)2 0

Significant match effect number = 6 out of 49

num_process = 40, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.002 0.151 -0.328 0.004 0.323
factor(worker_id)2 100 0 -0.023 0.209 -0.545 -0.054 0.570
factor(worker_id)3 100 0 -0.033 0.232 -0.603 -0.035 0.718
factor(worker_id)4 100 0 0.010 0.229 -0.573 0.020 0.651
factor(worker_id)5 100 0 0.017 0.225 -0.659 0.041 0.534
factor(worker_id)6 100 0 -0.004 0.229 -0.502 0.000 0.696
factor(worker_id)7 100 0 0.007 0.226 -0.535 0.006 0.626
factor(worker_id)8 100 0 0.010 0.205 -0.442 -0.011 0.446
factor(worker_id)9 100 0 0.007 0.220 -0.513 0.026 0.491
factor(worker_id)10 100 0 0.004 0.195 -0.444 0.011 0.574
factor(worker_id)11 100 0 -0.004 0.204 -0.493 -0.031 0.611
factor(worker_id)12 100 0 0.013 0.242 -0.506 0.008 0.682
factor(worker_id)13 100 0 0.006 0.232 -0.526 0.022 0.560
factor(worker_id)14 100 0 0.020 0.213 -0.392 0.009 0.557
factor(worker_id)15 100 0 0.000 0.222 -0.451 0.002 0.604
factor(worker_id)16 100 0 -0.023 0.199 -0.546 -0.020 0.403
factor(worker_id)17 100 0 0.014 0.210 -0.471 0.021 0.541
factor(worker_id)18 100 0 0.002 0.217 -0.442 -0.002 0.559
factor(worker_id)19 100 0 -0.009 0.231 -0.467 -0.013 0.568
factor(worker_id)20 100 0 0.035 0.218 -0.555 0.037 0.432
factor(worker_id)21 100 0 0.012 0.220 -0.388 0.027 0.511
factor(worker_id)22 100 0 -0.008 0.218 -0.583 -0.017 0.447
factor(worker_id)23 100 0 0.002 0.230 -0.674 0.010 0.563
factor(worker_id)24 100 0 0.019 0.220 -0.434 0.034 0.456
factor(worker_id)25 100 0 -0.008 0.245 -0.582 -0.035 0.601
factor(worker_id)26 100 0 -0.022 0.221 -0.538 -0.014 0.493
factor(worker_id)27 100 0 0.015 0.229 -0.565 0.043 0.681
factor(worker_id)28 100 0 -0.003 0.231 -0.536 0.008 0.538
factor(worker_id)29 100 0 -0.014 0.188 -0.549 -0.013 0.536
factor(worker_id)30 100 0 0.002 0.228 -0.586 -0.007 0.573
factor(worker_id)31 100 0 -0.013 0.211 -0.553 0.013 0.487
factor(worker_id)32 100 0 -0.004 0.243 -0.561 -0.030 0.637
factor(worker_id)33 100 0 -0.012 0.235 -0.611 -0.026 0.459
factor(worker_id)34 100 0 -0.011 0.231 -0.634 -0.014 0.548
factor(worker_id)35 100 0 -0.013 0.196 -0.494 -0.012 0.448
factor(worker_id)36 100 0 0.009 0.213 -0.477 0.012 0.443
factor(worker_id)37 100 0 0.018 0.209 -0.426 0.040 0.587
factor(worker_id)38 100 0 0.011 0.205 -0.622 0.023 0.454
factor(worker_id)39 100 0 -0.009 0.214 -0.415 -0.002 0.434
factor(worker_id)40 100 0 -0.029 0.212 -0.580 -0.026 0.417
factor(worker_id)41 100 0 -0.017 0.241 -0.544 -0.040 0.584
factor(worker_id)42 100 0 0.001 0.223 -0.503 0.026 0.457
factor(worker_id)43 100 0 -0.008 0.240 -0.605 0.018 0.618
factor(worker_id)44 100 0 -0.004 0.216 -0.559 -0.038 0.497
factor(worker_id)45 100 0 0.000 0.210 -0.415 -0.003 0.614
factor(worker_id)46 100 0 -0.013 0.220 -0.518 0.002 0.455
factor(worker_id)47 100 0 -0.003 0.203 -0.491 -0.038 0.676
factor(worker_id)48 100 0 0.014 0.207 -0.546 0.018 0.435
factor(worker_id)49 100 0 0.010 0.249 -0.583 -0.001 0.657
factor(worker_id)50 100 0 -0.005 0.221 -0.427 -0.004 0.498
factor(category_id)2 100 0 -0.005 0.222 -0.504 0.010 0.437
factor(worker_id)2:factor(category_id)2 100 0 0.054 0.292 -0.681 0.003 0.917
factor(worker_id)3:factor(category_id)2 100 0 0.046 0.325 -0.898 0.046 0.649
factor(worker_id)4:factor(category_id)2 100 0 0.001 0.321 -0.746 0.008 0.939
factor(worker_id)5:factor(category_id)2 100 0 0.005 0.332 -0.911 -0.019 0.798
factor(worker_id)6:factor(category_id)2 100 0 0.001 0.304 -0.791 -0.019 0.659
factor(worker_id)7:factor(category_id)2 100 0 0.004 0.324 -0.712 0.022 0.804
factor(worker_id)8:factor(category_id)2 100 0 -0.002 0.327 -0.628 0.014 0.784
factor(worker_id)9:factor(category_id)2 100 0 -0.013 0.345 -0.667 0.003 0.929
factor(worker_id)10:factor(category_id)2 100 0 0.017 0.285 -0.589 0.031 0.606
factor(worker_id)11:factor(category_id)2 100 0 0.005 0.272 -0.638 -0.009 0.655
factor(worker_id)12:factor(category_id)2 100 0 0.004 0.330 -0.905 -0.016 0.819
factor(worker_id)13:factor(category_id)2 100 0 -0.023 0.325 -0.775 -0.006 0.699
factor(worker_id)14:factor(category_id)2 100 0 -0.006 0.291 -0.573 -0.018 0.696
factor(worker_id)15:factor(category_id)2 100 0 0.000 0.311 -0.771 0.003 0.650
factor(worker_id)16:factor(category_id)2 100 0 0.027 0.296 -0.649 0.020 0.830
factor(worker_id)17:factor(category_id)2 100 0 -0.024 0.294 -0.772 -0.030 0.653
factor(worker_id)18:factor(category_id)2 100 0 -0.004 0.312 -0.748 -0.027 0.770
factor(worker_id)19:factor(category_id)2 100 0 -0.019 0.321 -0.840 -0.035 0.649
factor(worker_id)20:factor(category_id)2 100 0 -0.023 0.302 -0.669 -0.034 0.829
factor(worker_id)21:factor(category_id)2 100 0 -0.021 0.320 -0.778 -0.017 0.894
factor(worker_id)22:factor(category_id)2 100 0 0.026 0.326 -0.697 0.033 0.849
factor(worker_id)23:factor(category_id)2 100 0 0.024 0.337 -0.743 0.018 0.863
factor(worker_id)24:factor(category_id)2 100 0 0.000 0.328 -0.831 -0.018 0.696
factor(worker_id)25:factor(category_id)2 100 0 -0.010 0.334 -0.893 0.019 0.703
factor(worker_id)26:factor(category_id)2 100 0 0.038 0.309 -0.571 0.016 0.897
factor(worker_id)27:factor(category_id)2 100 0 -0.014 0.360 -0.666 0.007 0.831
factor(worker_id)28:factor(category_id)2 100 0 0.020 0.312 -0.701 0.055 0.817
factor(worker_id)29:factor(category_id)2 100 0 0.012 0.304 -0.755 -0.014 0.741
factor(worker_id)30:factor(category_id)2 100 0 -0.017 0.303 -0.724 0.000 1.025
factor(worker_id)31:factor(category_id)2 100 0 0.011 0.267 -0.641 0.007 0.632
factor(worker_id)32:factor(category_id)2 100 0 0.016 0.342 -0.792 0.028 0.971
factor(worker_id)33:factor(category_id)2 100 0 0.012 0.311 -0.656 -0.023 0.781
factor(worker_id)34:factor(category_id)2 100 0 0.024 0.321 -0.866 0.030 0.852
factor(worker_id)35:factor(category_id)2 100 0 0.034 0.281 -0.526 0.021 0.959
factor(worker_id)36:factor(category_id)2 100 0 -0.014 0.298 -0.823 0.001 0.682
factor(worker_id)37:factor(category_id)2 100 0 0.015 0.312 -0.691 0.028 0.729
factor(worker_id)38:factor(category_id)2 100 0 -0.023 0.329 -0.604 -0.028 1.088
factor(worker_id)39:factor(category_id)2 100 0 0.021 0.306 -0.695 0.008 0.832
factor(worker_id)40:factor(category_id)2 100 0 0.048 0.315 -0.698 0.067 0.678
factor(worker_id)41:factor(category_id)2 100 0 0.033 0.343 -0.866 0.050 0.824
factor(worker_id)42:factor(category_id)2 100 0 0.010 0.330 -0.779 -0.003 0.704
factor(worker_id)43:factor(category_id)2 100 0 0.015 0.320 -0.837 -0.007 0.751
factor(worker_id)44:factor(category_id)2 100 0 0.014 0.304 -0.771 0.014 0.761
factor(worker_id)45:factor(category_id)2 100 0 -0.005 0.299 -0.789 0.017 0.657
factor(worker_id)46:factor(category_id)2 100 0 0.005 0.306 -0.864 0.003 0.716
factor(worker_id)47:factor(category_id)2 100 0 0.006 0.297 -1.013 0.024 0.777
factor(worker_id)48:factor(category_id)2 100 0 -0.035 0.330 -0.699 -0.015 0.907
factor(worker_id)49:factor(category_id)2 100 0 0.017 0.339 -0.947 0.017 0.804
factor(worker_id)50:factor(category_id)2 100 0 -0.012 0.349 -0.711 -0.014 0.919

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(worker_id)31 1
factor(worker_id)32 1
factor(worker_id)33 1
factor(worker_id)34 1
factor(worker_id)35 1
factor(worker_id)36 1
factor(worker_id)37 1
factor(worker_id)38 1
factor(worker_id)39 1
factor(worker_id)40 1
factor(worker_id)41 1
factor(worker_id)42 1
factor(worker_id)43 1
factor(worker_id)44 1
factor(worker_id)45 1
factor(worker_id)46 1
factor(worker_id)47 1
factor(worker_id)48 1
factor(worker_id)49 1
factor(worker_id)50 1
factor(category_id)2 0.96
factor(worker_id)2:factor(category_id)2 0.08
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 1
factor(worker_id)9:factor(category_id)2 1
factor(worker_id)10:factor(category_id)2 1
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 1
factor(worker_id)13:factor(category_id)2 1
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 0.98
factor(worker_id)16:factor(category_id)2 0.02
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0.65
factor(worker_id)19:factor(category_id)2 0.99
factor(worker_id)20:factor(category_id)2 0
factor(worker_id)21:factor(category_id)2 0.87
factor(worker_id)22:factor(category_id)2 0.05
factor(worker_id)23:factor(category_id)2 0.82
factor(worker_id)24:factor(category_id)2 0
factor(worker_id)25:factor(category_id)2 0
factor(worker_id)26:factor(category_id)2 1
factor(worker_id)27:factor(category_id)2 0.68
factor(worker_id)28:factor(category_id)2 0.11
factor(worker_id)29:factor(category_id)2 0
factor(worker_id)30:factor(category_id)2 0
factor(worker_id)31:factor(category_id)2 0.06
factor(worker_id)32:factor(category_id)2 0.01
factor(worker_id)33:factor(category_id)2 0.71
factor(worker_id)34:factor(category_id)2 0.02
factor(worker_id)35:factor(category_id)2 0
factor(worker_id)36:factor(category_id)2 0
factor(worker_id)37:factor(category_id)2 0
factor(worker_id)38:factor(category_id)2 0
factor(worker_id)39:factor(category_id)2 0.21
factor(worker_id)40:factor(category_id)2 0
factor(worker_id)41:factor(category_id)2 0
factor(worker_id)42:factor(category_id)2 0.11
factor(worker_id)43:factor(category_id)2 0
factor(worker_id)44:factor(category_id)2 0
factor(worker_id)45:factor(category_id)2 0.95
factor(worker_id)46:factor(category_id)2 0
factor(worker_id)47:factor(category_id)2 0.99
factor(worker_id)48:factor(category_id)2 0.96
factor(worker_id)49:factor(category_id)2 0
factor(worker_id)50:factor(category_id)2 0

Significant match effect number = 13 out of 49

num_process = 50, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.006 0.143 -0.254 -0.012 0.420
factor(worker_id)2 100 0 0.010 0.211 -0.706 0.039 0.528
factor(worker_id)3 100 0 -0.026 0.211 -0.587 -0.021 0.483
factor(worker_id)4 100 0 0.017 0.212 -0.525 0.036 0.454
factor(worker_id)5 100 0 -0.012 0.217 -0.545 0.017 0.404
factor(worker_id)6 100 0 -0.028 0.207 -0.602 -0.032 0.434
factor(worker_id)7 100 0 0.009 0.211 -0.715 0.011 0.535
factor(worker_id)8 100 0 -0.006 0.191 -0.396 -0.023 0.419
factor(worker_id)9 100 0 -0.026 0.200 -0.539 -0.041 0.522
factor(worker_id)10 100 0 -0.025 0.198 -0.526 -0.032 0.421
factor(worker_id)11 100 0 -0.031 0.190 -0.507 -0.012 0.388
factor(worker_id)12 100 0 -0.003 0.209 -0.541 0.015 0.479
factor(worker_id)13 100 0 0.009 0.199 -0.602 0.002 0.456
factor(worker_id)14 100 0 -0.005 0.197 -0.466 0.013 0.601
factor(worker_id)15 100 0 -0.017 0.197 -0.502 -0.004 0.576
factor(worker_id)16 100 0 -0.002 0.198 -0.415 -0.007 0.578
factor(worker_id)17 100 0 -0.018 0.198 -0.576 0.005 0.384
factor(worker_id)18 100 0 -0.002 0.216 -0.638 0.012 0.509
factor(worker_id)19 100 0 0.002 0.216 -0.503 0.004 0.626
factor(worker_id)20 100 0 -0.018 0.199 -0.526 -0.030 0.448
factor(worker_id)21 100 0 0.007 0.191 -0.540 0.037 0.445
factor(worker_id)22 100 0 0.004 0.204 -0.450 -0.016 0.526
factor(worker_id)23 100 0 -0.016 0.200 -0.580 0.001 0.399
factor(worker_id)24 100 0 -0.001 0.219 -0.623 0.016 0.500
factor(worker_id)25 100 0 -0.021 0.214 -0.661 -0.005 0.369
factor(worker_id)26 100 0 -0.010 0.185 -0.432 0.006 0.467
factor(worker_id)27 100 0 0.023 0.199 -0.497 0.058 0.419
factor(worker_id)28 100 0 0.035 0.197 -0.469 0.052 0.490
factor(worker_id)29 100 0 0.006 0.211 -0.505 0.023 0.569
factor(worker_id)30 100 0 -0.011 0.207 -0.557 -0.004 0.632
factor(worker_id)31 100 0 -0.023 0.197 -0.572 -0.017 0.492
factor(worker_id)32 100 0 -0.012 0.205 -0.554 -0.014 0.444
factor(worker_id)33 100 0 -0.007 0.207 -0.563 0.000 0.452
factor(worker_id)34 100 0 -0.005 0.192 -0.535 0.012 0.514
factor(worker_id)35 100 0 0.012 0.184 -0.499 0.052 0.414
factor(worker_id)36 100 0 -0.013 0.202 -0.533 -0.034 0.535
factor(worker_id)37 100 0 -0.010 0.185 -0.495 -0.016 0.512
factor(worker_id)38 100 0 -0.025 0.194 -0.610 -0.018 0.413
factor(worker_id)39 100 0 -0.030 0.205 -0.823 -0.016 0.385
factor(worker_id)40 100 0 -0.003 0.210 -0.524 0.010 0.403
factor(worker_id)41 100 0 0.010 0.177 -0.355 0.005 0.534
factor(worker_id)42 100 0 -0.003 0.202 -0.635 0.025 0.444
factor(worker_id)43 100 0 -0.009 0.212 -0.563 0.011 0.343
factor(worker_id)44 100 0 -0.012 0.190 -0.519 0.008 0.542
factor(worker_id)45 100 0 -0.016 0.200 -0.646 -0.001 0.396
factor(worker_id)46 100 0 0.026 0.207 -0.448 0.005 0.721
factor(worker_id)47 100 0 -0.030 0.198 -0.524 -0.020 0.446
factor(worker_id)48 100 0 0.021 0.198 -0.457 0.039 0.534
factor(worker_id)49 100 0 -0.012 0.192 -0.481 -0.010 0.548
factor(worker_id)50 100 0 -0.019 0.198 -0.542 -0.002 0.503
factor(category_id)2 100 0 0.011 0.195 -0.559 0.030 0.507
factor(worker_id)2:factor(category_id)2 100 0 -0.040 0.304 -0.571 -0.063 1.004
factor(worker_id)3:factor(category_id)2 100 0 0.005 0.297 -0.680 0.040 0.864
factor(worker_id)4:factor(category_id)2 100 0 -0.040 0.272 -0.824 -0.040 0.761
factor(worker_id)5:factor(category_id)2 100 0 -0.010 0.288 -0.559 -0.009 0.705
factor(worker_id)6:factor(category_id)2 100 0 0.018 0.279 -0.518 0.024 0.602
factor(worker_id)7:factor(category_id)2 100 0 -0.016 0.263 -0.804 -0.031 0.812
factor(worker_id)8:factor(category_id)2 100 0 -0.018 0.278 -0.641 -0.049 0.823
factor(worker_id)9:factor(category_id)2 100 0 0.020 0.314 -0.769 0.028 0.953
factor(worker_id)10:factor(category_id)2 100 0 0.015 0.276 -0.656 0.001 0.702
factor(worker_id)11:factor(category_id)2 100 0 0.026 0.270 -0.625 0.003 0.618
factor(worker_id)12:factor(category_id)2 100 0 -0.022 0.293 -0.937 -0.050 0.727
factor(worker_id)13:factor(category_id)2 100 0 -0.031 0.272 -0.860 -0.059 0.671
factor(worker_id)14:factor(category_id)2 100 0 -0.005 0.262 -0.568 -0.008 0.750
factor(worker_id)15:factor(category_id)2 100 0 -0.026 0.270 -0.565 -0.034 0.747
factor(worker_id)16:factor(category_id)2 100 0 -0.008 0.291 -0.837 0.021 0.646
factor(worker_id)17:factor(category_id)2 100 0 -0.024 0.291 -0.869 -0.030 0.623
factor(worker_id)18:factor(category_id)2 100 0 -0.033 0.316 -0.904 -0.032 0.868
factor(worker_id)19:factor(category_id)2 100 0 -0.001 0.300 -0.836 0.044 0.735
factor(worker_id)20:factor(category_id)2 100 0 -0.014 0.298 -0.627 0.016 0.715
factor(worker_id)21:factor(category_id)2 100 0 -0.014 0.280 -0.643 -0.008 0.871
factor(worker_id)22:factor(category_id)2 100 0 -0.021 0.293 -0.997 -0.021 0.628
factor(worker_id)23:factor(category_id)2 100 0 -0.003 0.297 -0.819 -0.032 0.977
factor(worker_id)24:factor(category_id)2 100 0 -0.025 0.282 -0.676 -0.058 0.763
factor(worker_id)25:factor(category_id)2 100 0 -0.011 0.279 -0.582 -0.034 0.847
factor(worker_id)26:factor(category_id)2 100 0 -0.003 0.280 -0.685 -0.041 0.605
factor(worker_id)27:factor(category_id)2 100 0 -0.019 0.271 -0.593 -0.041 0.690
factor(worker_id)28:factor(category_id)2 100 0 -0.062 0.238 -0.745 -0.067 0.501
factor(worker_id)29:factor(category_id)2 100 0 -0.024 0.290 -0.744 -0.032 0.633
factor(worker_id)30:factor(category_id)2 100 0 0.001 0.287 -0.652 -0.002 0.660
factor(worker_id)31:factor(category_id)2 100 0 -0.002 0.266 -0.645 0.004 0.606
factor(worker_id)32:factor(category_id)2 100 0 0.027 0.284 -0.562 0.016 0.719
factor(worker_id)33:factor(category_id)2 100 0 -0.021 0.276 -0.624 -0.029 0.723
factor(worker_id)34:factor(category_id)2 100 0 -0.014 0.260 -0.608 -0.012 0.694
factor(worker_id)35:factor(category_id)2 100 0 -0.034 0.276 -0.686 -0.023 0.755
factor(worker_id)36:factor(category_id)2 100 0 -0.006 0.256 -0.598 -0.011 0.526
factor(worker_id)37:factor(category_id)2 100 0 -0.008 0.291 -0.891 -0.002 0.672
factor(worker_id)38:factor(category_id)2 100 0 -0.009 0.283 -0.668 -0.015 0.622
factor(worker_id)39:factor(category_id)2 100 0 0.023 0.271 -0.660 0.011 0.730
factor(worker_id)40:factor(category_id)2 100 0 -0.011 0.258 -0.617 -0.015 0.566
factor(worker_id)41:factor(category_id)2 100 0 -0.030 0.284 -0.836 -0.046 0.535
factor(worker_id)42:factor(category_id)2 100 0 0.006 0.295 -0.758 0.025 0.859
factor(worker_id)43:factor(category_id)2 100 0 -0.011 0.264 -0.754 -0.024 0.611
factor(worker_id)44:factor(category_id)2 100 0 0.003 0.273 -0.679 0.032 0.716
factor(worker_id)45:factor(category_id)2 100 0 -0.014 0.285 -0.643 -0.018 0.895
factor(worker_id)46:factor(category_id)2 100 0 -0.061 0.302 -0.676 -0.103 0.786
factor(worker_id)47:factor(category_id)2 100 0 0.012 0.249 -0.538 0.020 0.672
factor(worker_id)48:factor(category_id)2 100 0 -0.048 0.276 -0.759 -0.078 0.629
factor(worker_id)49:factor(category_id)2 100 0 -0.006 0.262 -0.611 0.010 0.653
factor(worker_id)50:factor(category_id)2 100 0 0.026 0.282 -0.599 0.006 0.709

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(worker_id)3 0.93
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(worker_id)31 1
factor(worker_id)32 1
factor(worker_id)33 1
factor(worker_id)34 1
factor(worker_id)35 1
factor(worker_id)36 1
factor(worker_id)37 1
factor(worker_id)38 1
factor(worker_id)39 1
factor(worker_id)40 1
factor(worker_id)41 1
factor(worker_id)42 1
factor(worker_id)43 1
factor(worker_id)44 1
factor(worker_id)45 1
factor(worker_id)46 1
factor(worker_id)47 1
factor(worker_id)48 1
factor(worker_id)49 1
factor(worker_id)50 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 0.02
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0.08
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 0.55
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 1
factor(worker_id)16:factor(category_id)2 1
factor(worker_id)17:factor(category_id)2 0.32
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 0
factor(worker_id)21:factor(category_id)2 0.85
factor(worker_id)22:factor(category_id)2 1
factor(worker_id)23:factor(category_id)2 0.02
factor(worker_id)24:factor(category_id)2 0
factor(worker_id)25:factor(category_id)2 0.14
factor(worker_id)26:factor(category_id)2 0
factor(worker_id)27:factor(category_id)2 0.03
factor(worker_id)28:factor(category_id)2 1
factor(worker_id)29:factor(category_id)2 0.16
factor(worker_id)30:factor(category_id)2 0.02
factor(worker_id)31:factor(category_id)2 0
factor(worker_id)32:factor(category_id)2 0.03
factor(worker_id)33:factor(category_id)2 0
factor(worker_id)34:factor(category_id)2 0
factor(worker_id)35:factor(category_id)2 0.03
factor(worker_id)36:factor(category_id)2 0
factor(worker_id)37:factor(category_id)2 0.6
factor(worker_id)38:factor(category_id)2 0
factor(worker_id)39:factor(category_id)2 0
factor(worker_id)40:factor(category_id)2 0.99
factor(worker_id)41:factor(category_id)2 0
factor(worker_id)42:factor(category_id)2 1
factor(worker_id)43:factor(category_id)2 1
factor(worker_id)44:factor(category_id)2 0
factor(worker_id)45:factor(category_id)2 0
factor(worker_id)46:factor(category_id)2 0
factor(worker_id)47:factor(category_id)2 1
factor(worker_id)48:factor(category_id)2 0.01
factor(worker_id)49:factor(category_id)2 0
factor(worker_id)50:factor(category_id)2 0.43

Significant match effect number = 10 out of 49

num_process = 100, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.006 0.107 -0.266 0.003 0.206
factor(worker_id)2 100 0 -0.006 0.142 -0.426 0.014 0.313
factor(worker_id)3 100 0 -0.007 0.126 -0.334 0.007 0.351
factor(worker_id)4 100 0 -0.007 0.127 -0.277 -0.003 0.290
factor(worker_id)5 100 0 -0.015 0.135 -0.380 -0.006 0.358
factor(worker_id)6 100 0 0.002 0.146 -0.421 -0.004 0.451
factor(worker_id)7 100 0 0.011 0.146 -0.303 0.001 0.408
factor(worker_id)8 100 0 -0.015 0.138 -0.385 -0.011 0.353
factor(worker_id)9 100 0 -0.018 0.152 -0.424 -0.020 0.384
factor(worker_id)10 100 0 0.000 0.144 -0.351 -0.014 0.356
factor(worker_id)11 100 0 0.002 0.135 -0.329 0.011 0.306
factor(worker_id)12 100 0 -0.011 0.146 -0.304 -0.028 0.405
factor(worker_id)13 100 0 -0.021 0.140 -0.312 -0.022 0.360
factor(worker_id)14 100 0 0.015 0.138 -0.363 0.042 0.487
factor(worker_id)15 100 0 -0.001 0.133 -0.360 0.002 0.324
factor(worker_id)16 100 0 -0.010 0.146 -0.386 0.007 0.359
factor(worker_id)17 100 0 -0.018 0.129 -0.316 -0.022 0.256
factor(worker_id)18 100 0 -0.008 0.135 -0.352 -0.019 0.311
factor(worker_id)19 100 0 -0.004 0.154 -0.359 -0.021 0.368
factor(worker_id)20 100 0 -0.012 0.142 -0.335 -0.042 0.472
factor(worker_id)21 100 0 0.000 0.124 -0.262 -0.014 0.279
factor(worker_id)22 100 0 -0.014 0.139 -0.394 -0.006 0.348
factor(worker_id)23 100 0 0.013 0.148 -0.322 0.021 0.361
factor(worker_id)24 100 0 -0.003 0.143 -0.379 0.003 0.307
factor(worker_id)25 100 0 0.009 0.153 -0.336 0.002 0.347
factor(worker_id)26 100 0 0.001 0.161 -0.363 0.007 0.409
factor(worker_id)27 100 0 -0.015 0.159 -0.396 -0.013 0.365
factor(worker_id)28 100 0 -0.006 0.135 -0.314 -0.001 0.450
factor(worker_id)29 100 0 -0.011 0.150 -0.478 0.023 0.295
factor(worker_id)30 100 0 -0.019 0.150 -0.349 -0.009 0.341
factor(worker_id)31 100 0 0.007 0.139 -0.316 -0.003 0.367
factor(worker_id)32 100 0 -0.004 0.146 -0.378 -0.015 0.405
factor(worker_id)33 100 0 -0.009 0.154 -0.390 -0.011 0.360
factor(worker_id)34 100 0 -0.004 0.143 -0.373 -0.015 0.387
factor(worker_id)35 100 0 -0.014 0.137 -0.336 -0.015 0.371
factor(worker_id)36 100 0 -0.012 0.143 -0.312 -0.033 0.379
factor(worker_id)37 100 0 0.006 0.144 -0.286 0.007 0.403
factor(worker_id)38 100 0 -0.003 0.153 -0.302 -0.014 0.462
factor(worker_id)39 100 0 0.008 0.128 -0.325 0.003 0.322
factor(worker_id)40 100 0 0.009 0.136 -0.378 0.000 0.385
factor(worker_id)41 100 0 -0.021 0.144 -0.355 -0.039 0.394
factor(worker_id)42 100 0 -0.006 0.153 -0.452 0.009 0.335
factor(worker_id)43 100 0 -0.020 0.135 -0.321 -0.041 0.368
factor(worker_id)44 100 0 -0.002 0.142 -0.341 -0.005 0.323
factor(worker_id)45 100 0 0.001 0.149 -0.324 0.009 0.373
factor(worker_id)46 100 0 -0.017 0.144 -0.346 -0.032 0.332
factor(worker_id)47 100 0 -0.012 0.139 -0.396 0.010 0.367
factor(worker_id)48 100 0 0.009 0.133 -0.332 0.016 0.321
factor(worker_id)49 100 0 -0.015 0.160 -0.485 -0.020 0.382
factor(worker_id)50 100 0 0.017 0.158 -0.345 0.011 0.362
factor(category_id)2 100 0 -0.018 0.149 -0.329 -0.031 0.408
factor(worker_id)2:factor(category_id)2 100 0 0.028 0.199 -0.424 0.038 0.521
factor(worker_id)3:factor(category_id)2 100 0 0.032 0.198 -0.519 0.027 0.523
factor(worker_id)4:factor(category_id)2 100 0 0.006 0.189 -0.492 -0.028 0.420
factor(worker_id)5:factor(category_id)2 100 0 0.038 0.197 -0.474 0.049 0.436
factor(worker_id)6:factor(category_id)2 100 0 0.021 0.209 -0.550 0.014 0.495
factor(worker_id)7:factor(category_id)2 100 0 0.012 0.192 -0.568 0.023 0.471
factor(worker_id)8:factor(category_id)2 100 0 0.026 0.205 -0.383 0.050 0.570
factor(worker_id)9:factor(category_id)2 100 0 0.027 0.221 -0.629 0.042 0.599
factor(worker_id)10:factor(category_id)2 100 0 0.021 0.210 -0.483 0.007 0.517
factor(worker_id)11:factor(category_id)2 100 0 -0.013 0.192 -0.377 -0.013 0.504
factor(worker_id)12:factor(category_id)2 100 0 0.014 0.207 -0.572 0.021 0.508
factor(worker_id)13:factor(category_id)2 100 0 0.036 0.191 -0.383 0.070 0.464
factor(worker_id)14:factor(category_id)2 100 0 -0.010 0.180 -0.496 0.002 0.488
factor(worker_id)15:factor(category_id)2 100 0 0.029 0.187 -0.394 0.045 0.533
factor(worker_id)16:factor(category_id)2 100 0 0.023 0.201 -0.464 0.019 0.477
factor(worker_id)17:factor(category_id)2 100 0 0.023 0.197 -0.437 0.014 0.542
factor(worker_id)18:factor(category_id)2 100 0 0.015 0.199 -0.499 0.024 0.414
factor(worker_id)19:factor(category_id)2 100 0 0.018 0.203 -0.489 0.041 0.403
factor(worker_id)20:factor(category_id)2 100 0 0.006 0.219 -0.704 0.006 0.512
factor(worker_id)21:factor(category_id)2 100 0 0.043 0.175 -0.383 0.028 0.439
factor(worker_id)22:factor(category_id)2 100 0 0.020 0.204 -0.473 0.037 0.576
factor(worker_id)23:factor(category_id)2 100 0 0.017 0.218 -0.578 0.041 0.522
factor(worker_id)24:factor(category_id)2 100 0 0.012 0.195 -0.734 -0.006 0.436
factor(worker_id)25:factor(category_id)2 100 0 -0.006 0.203 -0.507 0.014 0.482
factor(worker_id)26:factor(category_id)2 100 0 0.005 0.212 -0.555 -0.044 0.521
factor(worker_id)27:factor(category_id)2 100 0 0.037 0.205 -0.505 0.039 0.521
factor(worker_id)28:factor(category_id)2 100 0 0.015 0.196 -0.546 0.032 0.459
factor(worker_id)29:factor(category_id)2 100 0 0.019 0.199 -0.479 -0.008 0.496
factor(worker_id)30:factor(category_id)2 100 0 0.040 0.196 -0.540 0.041 0.491
factor(worker_id)31:factor(category_id)2 100 0 -0.016 0.197 -0.563 -0.005 0.441
factor(worker_id)32:factor(category_id)2 100 0 0.009 0.209 -0.685 0.010 0.550
factor(worker_id)33:factor(category_id)2 100 0 0.044 0.233 -0.623 0.048 0.710
factor(worker_id)34:factor(category_id)2 100 0 0.000 0.212 -0.512 0.016 0.507
factor(worker_id)35:factor(category_id)2 100 0 0.011 0.199 -0.506 0.004 0.581
factor(worker_id)36:factor(category_id)2 100 0 0.020 0.234 -0.666 0.041 0.557
factor(worker_id)37:factor(category_id)2 100 0 0.015 0.214 -0.569 0.028 0.452
factor(worker_id)38:factor(category_id)2 100 0 0.017 0.219 -0.587 0.001 0.562
factor(worker_id)39:factor(category_id)2 100 0 0.002 0.204 -0.467 0.005 0.426
factor(worker_id)40:factor(category_id)2 100 0 0.002 0.203 -0.643 0.000 0.470
factor(worker_id)41:factor(category_id)2 100 0 0.013 0.219 -0.477 0.006 0.512
factor(worker_id)42:factor(category_id)2 100 0 0.022 0.204 -0.511 0.057 0.519
factor(worker_id)43:factor(category_id)2 100 0 0.019 0.187 -0.464 0.049 0.386
factor(worker_id)44:factor(category_id)2 100 0 0.008 0.207 -0.510 0.010 0.468
factor(worker_id)45:factor(category_id)2 100 0 0.011 0.211 -0.450 0.024 0.431
factor(worker_id)46:factor(category_id)2 100 0 0.032 0.217 -0.560 0.051 0.450
factor(worker_id)47:factor(category_id)2 100 0 0.035 0.195 -0.462 0.031 0.498
factor(worker_id)48:factor(category_id)2 100 0 0.007 0.204 -0.434 0.022 0.451
factor(worker_id)49:factor(category_id)2 100 0 0.021 0.231 -0.545 0.019 0.662
factor(worker_id)50:factor(category_id)2 100 0 -0.034 0.204 -0.511 -0.050 0.440

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(worker_id)31 1
factor(worker_id)32 1
factor(worker_id)33 1
factor(worker_id)34 1
factor(worker_id)35 1
factor(worker_id)36 1
factor(worker_id)37 1
factor(worker_id)38 1
factor(worker_id)39 1
factor(worker_id)40 1
factor(worker_id)41 1
factor(worker_id)42 1
factor(worker_id)43 1
factor(worker_id)44 1
factor(worker_id)45 1
factor(worker_id)46 1
factor(worker_id)47 1
factor(worker_id)48 1
factor(worker_id)49 1
factor(worker_id)50 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0.23
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0.12
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 0
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 0
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 0
factor(worker_id)21:factor(category_id)2 0
factor(worker_id)22:factor(category_id)2 0
factor(worker_id)23:factor(category_id)2 0
factor(worker_id)24:factor(category_id)2 0
factor(worker_id)25:factor(category_id)2 0.47
factor(worker_id)26:factor(category_id)2 0
factor(worker_id)27:factor(category_id)2 0.99
factor(worker_id)28:factor(category_id)2 0
factor(worker_id)29:factor(category_id)2 0
factor(worker_id)30:factor(category_id)2 0
factor(worker_id)31:factor(category_id)2 0
factor(worker_id)32:factor(category_id)2 0
factor(worker_id)33:factor(category_id)2 0.64
factor(worker_id)34:factor(category_id)2 0
factor(worker_id)35:factor(category_id)2 0
factor(worker_id)36:factor(category_id)2 0
factor(worker_id)37:factor(category_id)2 0
factor(worker_id)38:factor(category_id)2 0
factor(worker_id)39:factor(category_id)2 0.4
factor(worker_id)40:factor(category_id)2 0
factor(worker_id)41:factor(category_id)2 0
factor(worker_id)42:factor(category_id)2 1
factor(worker_id)43:factor(category_id)2 0
factor(worker_id)44:factor(category_id)2 0
factor(worker_id)45:factor(category_id)2 0
factor(worker_id)46:factor(category_id)2 0
factor(worker_id)47:factor(category_id)2 0
factor(worker_id)48:factor(category_id)2 0
factor(worker_id)49:factor(category_id)2 0
factor(worker_id)50:factor(category_id)2 0

Significant match effect number = 2 out of 49

num_process = 500, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.004 0.045 -0.124 0.007 0.112
factor(worker_id)2 100 0 -0.012 0.070 -0.228 -0.016 0.133
factor(worker_id)3 100 0 -0.006 0.060 -0.149 -0.010 0.184
factor(worker_id)4 100 0 0.000 0.062 -0.151 0.002 0.171
factor(worker_id)5 100 0 -0.004 0.060 -0.146 -0.009 0.191
factor(worker_id)6 100 0 -0.003 0.055 -0.106 -0.009 0.211
factor(worker_id)7 100 0 -0.010 0.062 -0.150 -0.010 0.152
factor(worker_id)8 100 0 -0.004 0.059 -0.168 -0.001 0.128
factor(worker_id)9 100 0 -0.005 0.066 -0.166 -0.008 0.132
factor(worker_id)10 100 0 -0.001 0.064 -0.147 0.004 0.210
factor(worker_id)11 100 0 -0.002 0.068 -0.178 -0.009 0.189
factor(worker_id)12 100 0 -0.011 0.062 -0.178 -0.014 0.167
factor(worker_id)13 100 0 -0.005 0.062 -0.170 -0.002 0.149
factor(worker_id)14 100 0 -0.004 0.067 -0.193 -0.010 0.142
factor(worker_id)15 100 0 -0.006 0.057 -0.148 -0.008 0.116
factor(worker_id)16 100 0 -0.002 0.057 -0.152 0.004 0.156
factor(worker_id)17 100 0 -0.001 0.065 -0.132 -0.003 0.198
factor(worker_id)18 100 0 -0.003 0.069 -0.172 0.002 0.177
factor(worker_id)19 100 0 -0.011 0.062 -0.159 -0.015 0.228
factor(worker_id)20 100 0 0.000 0.069 -0.161 -0.004 0.173
factor(worker_id)21 100 0 0.001 0.066 -0.138 0.004 0.162
factor(worker_id)22 100 0 -0.012 0.067 -0.167 -0.021 0.205
factor(worker_id)23 100 0 -0.003 0.055 -0.177 -0.002 0.170
factor(worker_id)24 100 0 0.004 0.060 -0.125 0.002 0.151
factor(worker_id)25 100 0 -0.007 0.062 -0.188 -0.017 0.158
factor(worker_id)26 100 0 -0.009 0.063 -0.159 -0.006 0.237
factor(worker_id)27 100 0 -0.004 0.067 -0.149 -0.013 0.193
factor(worker_id)28 100 0 -0.002 0.065 -0.129 -0.008 0.152
factor(worker_id)29 100 0 -0.007 0.064 -0.149 -0.009 0.166
factor(worker_id)30 100 0 -0.015 0.064 -0.173 -0.030 0.180
factor(worker_id)31 100 0 -0.008 0.059 -0.151 -0.016 0.181
factor(worker_id)32 100 0 -0.002 0.058 -0.146 0.003 0.113
factor(worker_id)33 100 0 -0.006 0.062 -0.163 -0.005 0.132
factor(worker_id)34 100 0 -0.003 0.064 -0.179 -0.012 0.151
factor(worker_id)35 100 0 -0.006 0.060 -0.181 0.002 0.145
factor(worker_id)36 100 0 0.000 0.064 -0.155 0.004 0.240
factor(worker_id)37 100 0 -0.008 0.064 -0.161 -0.014 0.138
factor(worker_id)38 100 0 -0.010 0.062 -0.147 -0.012 0.168
factor(worker_id)39 100 0 -0.007 0.064 -0.160 -0.007 0.157
factor(worker_id)40 100 0 0.000 0.063 -0.182 -0.002 0.149
factor(worker_id)41 100 0 -0.004 0.064 -0.185 -0.003 0.160
factor(worker_id)42 100 0 -0.001 0.065 -0.148 -0.005 0.163
factor(worker_id)43 100 0 0.000 0.067 -0.141 -0.004 0.181
factor(worker_id)44 100 0 0.000 0.053 -0.167 -0.002 0.135
factor(worker_id)45 100 0 -0.009 0.057 -0.144 -0.009 0.131
factor(worker_id)46 100 0 0.006 0.059 -0.105 -0.006 0.140
factor(worker_id)47 100 0 -0.003 0.063 -0.165 -0.011 0.168
factor(worker_id)48 100 0 0.000 0.063 -0.144 0.001 0.171
factor(worker_id)49 100 0 -0.002 0.063 -0.109 -0.007 0.162
factor(worker_id)50 100 0 -0.006 0.059 -0.164 0.003 0.158
factor(category_id)2 100 0 -0.004 0.068 -0.164 -0.017 0.166
factor(worker_id)2:factor(category_id)2 100 0 0.007 0.096 -0.218 0.011 0.220
factor(worker_id)3:factor(category_id)2 100 0 0.004 0.097 -0.253 0.019 0.209
factor(worker_id)4:factor(category_id)2 100 0 0.003 0.091 -0.250 0.008 0.191
factor(worker_id)5:factor(category_id)2 100 0 -0.004 0.091 -0.284 0.004 0.218
factor(worker_id)6:factor(category_id)2 100 0 -0.007 0.081 -0.149 -0.012 0.222
factor(worker_id)7:factor(category_id)2 100 0 0.007 0.091 -0.254 0.002 0.219
factor(worker_id)8:factor(category_id)2 100 0 0.009 0.097 -0.228 0.022 0.221
factor(worker_id)9:factor(category_id)2 100 0 0.010 0.095 -0.196 0.004 0.316
factor(worker_id)10:factor(category_id)2 100 0 0.003 0.095 -0.184 0.011 0.255
factor(worker_id)11:factor(category_id)2 100 0 0.010 0.105 -0.261 0.002 0.253
factor(worker_id)12:factor(category_id)2 100 0 0.013 0.088 -0.208 0.010 0.195
factor(worker_id)13:factor(category_id)2 100 0 0.010 0.086 -0.158 0.001 0.245
factor(worker_id)14:factor(category_id)2 100 0 0.006 0.091 -0.254 0.017 0.214
factor(worker_id)15:factor(category_id)2 100 0 0.011 0.092 -0.219 0.018 0.205
factor(worker_id)16:factor(category_id)2 100 0 -0.001 0.090 -0.200 -0.003 0.253
factor(worker_id)17:factor(category_id)2 100 0 0.003 0.096 -0.322 0.015 0.201
factor(worker_id)18:factor(category_id)2 100 0 0.004 0.100 -0.220 -0.008 0.247
factor(worker_id)19:factor(category_id)2 100 0 0.009 0.092 -0.352 0.021 0.184
factor(worker_id)20:factor(category_id)2 100 0 -0.007 0.090 -0.222 -0.013 0.175
factor(worker_id)21:factor(category_id)2 100 0 0.003 0.101 -0.253 0.005 0.270
factor(worker_id)22:factor(category_id)2 100 0 0.011 0.094 -0.204 0.007 0.228
factor(worker_id)23:factor(category_id)2 100 0 0.004 0.081 -0.211 0.005 0.240
factor(worker_id)24:factor(category_id)2 100 0 -0.005 0.087 -0.187 -0.006 0.215
factor(worker_id)25:factor(category_id)2 100 0 0.009 0.093 -0.224 0.009 0.250
factor(worker_id)26:factor(category_id)2 100 0 0.004 0.099 -0.219 -0.001 0.270
factor(worker_id)27:factor(category_id)2 100 0 0.004 0.100 -0.315 0.011 0.250
factor(worker_id)28:factor(category_id)2 100 0 -0.001 0.088 -0.169 0.011 0.227
factor(worker_id)29:factor(category_id)2 100 0 0.000 0.090 -0.220 0.002 0.191
factor(worker_id)30:factor(category_id)2 100 0 0.016 0.100 -0.219 0.018 0.226
factor(worker_id)31:factor(category_id)2 100 0 0.011 0.087 -0.222 0.004 0.206
factor(worker_id)32:factor(category_id)2 100 0 0.004 0.082 -0.177 -0.003 0.214
factor(worker_id)33:factor(category_id)2 100 0 0.004 0.097 -0.218 0.010 0.296
factor(worker_id)34:factor(category_id)2 100 0 0.013 0.096 -0.215 0.020 0.292
factor(worker_id)35:factor(category_id)2 100 0 -0.002 0.088 -0.217 0.000 0.214
factor(worker_id)36:factor(category_id)2 100 0 0.000 0.089 -0.262 -0.002 0.201
factor(worker_id)37:factor(category_id)2 100 0 0.017 0.093 -0.244 0.022 0.247
factor(worker_id)38:factor(category_id)2 100 0 0.002 0.091 -0.221 -0.005 0.216
factor(worker_id)39:factor(category_id)2 100 0 0.002 0.097 -0.279 0.003 0.228
factor(worker_id)40:factor(category_id)2 100 0 0.000 0.095 -0.241 0.006 0.303
factor(worker_id)41:factor(category_id)2 100 0 0.005 0.104 -0.297 0.021 0.237
factor(worker_id)42:factor(category_id)2 100 0 -0.007 0.094 -0.196 0.001 0.183
factor(worker_id)43:factor(category_id)2 100 0 0.000 0.091 -0.212 0.000 0.174
factor(worker_id)44:factor(category_id)2 100 0 0.000 0.086 -0.194 -0.004 0.325
factor(worker_id)45:factor(category_id)2 100 0 0.001 0.091 -0.208 -0.001 0.187
factor(worker_id)46:factor(category_id)2 100 0 -0.006 0.093 -0.225 -0.003 0.193
factor(worker_id)47:factor(category_id)2 100 0 0.009 0.095 -0.215 0.016 0.231
factor(worker_id)48:factor(category_id)2 100 0 0.002 0.087 -0.213 0.005 0.250
factor(worker_id)49:factor(category_id)2 100 0 0.010 0.093 -0.264 0.014 0.252
factor(worker_id)50:factor(category_id)2 100 0 0.002 0.084 -0.246 -0.003 0.182

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(worker_id)31 1
factor(worker_id)32 1
factor(worker_id)33 1
factor(worker_id)34 1
factor(worker_id)35 1
factor(worker_id)36 1
factor(worker_id)37 1
factor(worker_id)38 1
factor(worker_id)39 1
factor(worker_id)40 1
factor(worker_id)41 1
factor(worker_id)42 1
factor(worker_id)43 1
factor(worker_id)44 1
factor(worker_id)45 1
factor(worker_id)46 1
factor(worker_id)47 1
factor(worker_id)48 1
factor(worker_id)49 1
factor(worker_id)50 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 0
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 0
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 0
factor(worker_id)21:factor(category_id)2 0
factor(worker_id)22:factor(category_id)2 0
factor(worker_id)23:factor(category_id)2 0
factor(worker_id)24:factor(category_id)2 0
factor(worker_id)25:factor(category_id)2 0
factor(worker_id)26:factor(category_id)2 0
factor(worker_id)27:factor(category_id)2 0
factor(worker_id)28:factor(category_id)2 0
factor(worker_id)29:factor(category_id)2 0.05
factor(worker_id)30:factor(category_id)2 0
factor(worker_id)31:factor(category_id)2 0
factor(worker_id)32:factor(category_id)2 0
factor(worker_id)33:factor(category_id)2 0
factor(worker_id)34:factor(category_id)2 0
factor(worker_id)35:factor(category_id)2 0
factor(worker_id)36:factor(category_id)2 0
factor(worker_id)37:factor(category_id)2 0.86
factor(worker_id)38:factor(category_id)2 0
factor(worker_id)39:factor(category_id)2 0
factor(worker_id)40:factor(category_id)2 0
factor(worker_id)41:factor(category_id)2 0
factor(worker_id)42:factor(category_id)2 0
factor(worker_id)43:factor(category_id)2 0
factor(worker_id)44:factor(category_id)2 0
factor(worker_id)45:factor(category_id)2 0
factor(worker_id)46:factor(category_id)2 0
factor(worker_id)47:factor(category_id)2 0
factor(worker_id)48:factor(category_id)2 0
factor(worker_id)49:factor(category_id)2 0
factor(worker_id)50:factor(category_id)2 1

Significant match effect number = 2 out of 49

worker=100 category=2 data

num_process = 10, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.045 0.318 -1.121 -0.050 0.650
factor(worker_id)2 100 0 0.064 0.450 -1.263 0.070 1.468
factor(worker_id)3 100 0 0.056 0.428 -0.853 0.050 1.241
factor(worker_id)4 100 0 0.087 0.423 -1.052 0.112 1.577
factor(worker_id)5 100 0 0.066 0.422 -1.003 0.024 1.205
factor(worker_id)6 100 0 0.081 0.460 -1.094 0.141 1.338
factor(worker_id)7 100 0 0.070 0.429 -0.874 0.018 1.474
factor(worker_id)8 100 0 0.074 0.402 -0.957 0.038 1.049
factor(worker_id)9 100 0 0.015 0.399 -1.048 0.000 1.106
factor(worker_id)10 100 0 0.030 0.484 -1.605 0.005 1.084
factor(worker_id)11 100 0 0.024 0.420 -0.989 0.022 1.595
factor(worker_id)12 100 0 0.027 0.468 -1.088 -0.018 1.800
factor(worker_id)13 100 0 -0.007 0.457 -1.113 -0.031 1.257
factor(worker_id)14 100 0 0.090 0.458 -1.074 0.073 1.480
factor(worker_id)15 100 0 0.029 0.466 -1.394 0.019 1.539
factor(worker_id)16 100 0 0.042 0.446 -1.248 0.063 1.189
factor(worker_id)17 100 0 0.038 0.462 -1.161 0.094 1.037
factor(worker_id)18 100 0 0.035 0.455 -1.278 -0.032 1.353
factor(worker_id)19 100 0 0.016 0.437 -1.012 0.033 1.652
factor(worker_id)20 100 0 0.026 0.423 -1.185 0.005 1.549
factor(worker_id)21 100 0 0.053 0.393 -0.866 0.011 1.349
factor(worker_id)22 100 0 0.033 0.436 -1.051 0.042 1.262
factor(worker_id)23 100 0 0.034 0.433 -0.877 0.040 1.196
factor(worker_id)24 100 0 -0.004 0.469 -0.880 -0.058 1.492
factor(worker_id)25 100 0 0.060 0.447 -0.946 -0.034 1.140
factor(worker_id)26 100 0 0.121 0.439 -0.942 0.109 1.456
factor(worker_id)27 100 0 0.063 0.514 -1.052 0.035 1.789
factor(worker_id)28 100 0 -0.012 0.464 -1.039 -0.023 1.377
factor(worker_id)29 100 0 0.057 0.435 -1.026 -0.050 1.284
factor(worker_id)30 100 0 -0.010 0.430 -1.023 -0.023 1.345
factor(worker_id)31 100 0 0.078 0.438 -1.099 0.077 1.199
factor(worker_id)32 100 0 0.074 0.488 -0.922 -0.003 1.355
factor(worker_id)33 100 0 0.045 0.450 -0.988 -0.008 1.182
factor(worker_id)34 100 0 0.056 0.418 -1.041 0.016 0.984
factor(worker_id)35 100 0 0.031 0.458 -1.125 0.045 1.423
factor(worker_id)36 100 0 0.048 0.439 -1.180 0.063 1.380
factor(worker_id)37 100 0 0.031 0.472 -1.422 0.054 0.978
factor(worker_id)38 100 0 0.089 0.461 -1.250 0.032 1.564
factor(worker_id)39 100 0 0.028 0.449 -1.223 0.041 1.577
factor(worker_id)40 100 0 0.089 0.472 -0.617 0.076 1.723
factor(worker_id)41 100 0 0.046 0.500 -1.292 -0.020 1.739
factor(worker_id)42 100 0 -0.016 0.518 -1.377 -0.017 1.671
factor(worker_id)43 100 0 0.040 0.470 -1.019 0.043 1.545
factor(worker_id)44 100 0 0.016 0.483 -1.261 -0.031 1.154
factor(worker_id)45 100 0 0.049 0.467 -0.842 0.059 1.423
factor(worker_id)46 100 0 0.097 0.432 -0.971 0.130 1.199
factor(worker_id)47 100 0 0.063 0.425 -0.813 0.035 1.124
factor(worker_id)48 100 0 0.025 0.448 -1.135 0.027 1.593
factor(worker_id)49 100 0 0.076 0.410 -0.890 0.061 1.163
factor(worker_id)50 100 0 0.027 0.416 -0.964 -0.015 1.393
factor(worker_id)51 100 0 -0.031 0.440 -0.939 -0.037 1.279
factor(worker_id)52 100 0 0.022 0.474 -1.064 -0.050 1.293
factor(worker_id)53 100 0 0.082 0.452 -0.851 0.057 1.245
factor(worker_id)54 100 0 0.039 0.454 -1.050 -0.010 1.164
factor(worker_id)55 100 0 0.048 0.453 -1.007 0.019 1.111
factor(worker_id)56 100 0 0.048 0.440 -1.203 0.020 1.163
factor(worker_id)57 100 0 0.020 0.510 -1.025 0.035 1.476
factor(worker_id)58 100 0 0.024 0.406 -1.100 0.007 0.996
factor(worker_id)59 100 0 0.092 0.459 -0.818 0.050 1.576
factor(worker_id)60 100 0 0.062 0.499 -0.959 -0.003 1.701
factor(worker_id)61 100 0 -0.013 0.467 -1.351 0.019 1.572
factor(worker_id)62 100 0 0.031 0.437 -0.961 -0.006 1.329
factor(worker_id)63 100 0 0.066 0.453 -0.955 0.008 1.315
factor(worker_id)64 100 0 0.040 0.467 -0.918 0.040 1.340
factor(worker_id)65 100 0 0.063 0.471 -0.955 0.030 1.802
factor(worker_id)66 100 0 0.033 0.453 -0.806 0.008 1.305
factor(worker_id)67 100 0 0.075 0.446 -0.733 0.032 1.256
factor(worker_id)68 100 0 0.019 0.451 -0.955 0.031 1.228
factor(worker_id)69 100 0 0.037 0.384 -0.884 0.066 0.858
factor(worker_id)70 100 0 0.063 0.531 -1.200 -0.008 1.799
factor(worker_id)71 100 0 0.085 0.480 -1.126 0.094 1.556
factor(worker_id)72 100 0 0.054 0.463 -1.387 0.115 1.267
factor(worker_id)73 100 0 0.046 0.462 -0.997 0.077 0.994
factor(worker_id)74 100 0 -0.008 0.418 -0.987 -0.069 1.324
factor(worker_id)75 100 0 0.021 0.462 -1.119 0.073 1.448
factor(worker_id)76 100 0 0.086 0.499 -1.067 0.018 1.594
factor(worker_id)77 100 0 0.012 0.443 -1.227 0.040 1.295
factor(worker_id)78 100 0 0.015 0.471 -1.200 0.030 1.581
factor(worker_id)79 100 0 0.052 0.442 -1.410 -0.018 1.403
factor(worker_id)80 100 0 0.055 0.451 -0.953 0.054 1.452
factor(worker_id)81 100 0 0.034 0.464 -1.075 0.069 1.031
factor(worker_id)82 100 0 0.045 0.459 -0.943 0.030 1.392
factor(worker_id)83 100 0 0.028 0.497 -1.196 0.032 1.016
factor(worker_id)84 100 0 -0.002 0.464 -1.078 0.005 1.243
factor(worker_id)85 100 0 0.066 0.445 -1.053 0.091 1.299
factor(worker_id)86 100 0 0.023 0.437 -1.043 0.033 1.217
factor(worker_id)87 100 0 0.029 0.439 -1.018 0.015 1.143
factor(worker_id)88 100 0 0.047 0.429 -1.109 0.035 1.273
factor(worker_id)89 100 0 0.061 0.410 -0.895 0.046 1.296
factor(worker_id)90 100 0 -0.003 0.446 -0.999 0.015 1.443
factor(worker_id)91 100 0 0.115 0.424 -0.898 0.143 1.166
factor(worker_id)92 100 0 0.062 0.488 -1.403 0.036 1.206
factor(worker_id)93 100 0 0.020 0.479 -1.110 -0.035 1.521
factor(worker_id)94 100 0 0.041 0.450 -0.910 -0.002 1.449
factor(worker_id)95 100 0 0.041 0.451 -1.056 0.132 1.144
factor(worker_id)96 100 0 0.043 0.479 -1.049 -0.018 1.270
factor(worker_id)97 100 0 0.113 0.522 -0.919 0.079 1.807
factor(worker_id)98 100 0 0.088 0.478 -0.931 0.052 1.778
factor(worker_id)99 100 0 0.050 0.444 -0.785 0.024 1.554
factor(worker_id)100 100 0 0.073 0.455 -0.930 0.091 1.269
factor(category_id)2 100 0 0.032 0.488 -0.945 0.024 1.439
factor(worker_id)2:factor(category_id)2 100 0 -0.053 0.645 -1.557 -0.070 1.353
factor(worker_id)3:factor(category_id)2 100 0 -0.046 0.641 -2.170 -0.024 1.393
factor(worker_id)4:factor(category_id)2 100 0 -0.074 0.591 -1.382 -0.088 1.460
factor(worker_id)5:factor(category_id)2 100 0 -0.082 0.646 -1.811 -0.024 1.485
factor(worker_id)6:factor(category_id)2 100 0 -0.044 0.660 -1.601 -0.061 1.505
factor(worker_id)7:factor(category_id)2 100 0 -0.023 0.634 -1.887 -0.059 1.498
factor(worker_id)8:factor(category_id)2 100 0 -0.074 0.608 -1.812 -0.071 1.448
factor(worker_id)9:factor(category_id)2 100 0 0.026 0.614 -1.520 0.027 1.584
factor(worker_id)10:factor(category_id)2 100 0 -0.067 0.747 -2.281 -0.060 2.289
factor(worker_id)11:factor(category_id)2 100 0 -0.014 0.695 -1.965 0.059 1.553
factor(worker_id)12:factor(category_id)2 100 0 0.035 0.679 -1.599 0.117 1.599
factor(worker_id)13:factor(category_id)2 100 0 0.060 0.677 -1.479 0.034 1.518
factor(worker_id)14:factor(category_id)2 100 0 -0.084 0.689 -1.295 -0.177 1.565
factor(worker_id)15:factor(category_id)2 100 0 0.029 0.718 -1.866 0.058 2.322
factor(worker_id)16:factor(category_id)2 100 0 -0.055 0.620 -1.327 -0.106 1.238
factor(worker_id)17:factor(category_id)2 100 0 -0.005 0.637 -1.872 0.051 1.252
factor(worker_id)18:factor(category_id)2 100 0 0.027 0.688 -1.595 -0.047 2.096
factor(worker_id)19:factor(category_id)2 100 0 -0.029 0.609 -1.592 -0.039 1.384
factor(worker_id)20:factor(category_id)2 100 0 0.018 0.535 -1.481 0.019 1.357
factor(worker_id)21:factor(category_id)2 100 0 -0.070 0.614 -1.990 -0.042 1.385
factor(worker_id)22:factor(category_id)2 100 0 -0.074 0.612 -1.524 -0.090 1.461
factor(worker_id)23:factor(category_id)2 100 0 0.015 0.592 -1.278 -0.001 1.222
factor(worker_id)24:factor(category_id)2 100 0 -0.012 0.655 -1.611 -0.058 1.409
factor(worker_id)25:factor(category_id)2 100 0 -0.022 0.642 -1.651 0.074 1.451
factor(worker_id)26:factor(category_id)2 100 0 -0.132 0.612 -1.922 -0.188 1.623
factor(worker_id)27:factor(category_id)2 100 0 -0.022 0.702 -1.784 0.006 2.099
factor(worker_id)28:factor(category_id)2 100 0 0.092 0.684 -1.878 0.155 1.356
factor(worker_id)29:factor(category_id)2 100 0 -0.054 0.627 -1.676 0.002 1.511
factor(worker_id)30:factor(category_id)2 100 0 0.057 0.621 -1.775 0.110 1.292
factor(worker_id)31:factor(category_id)2 100 0 -0.021 0.631 -1.750 -0.040 1.528
factor(worker_id)32:factor(category_id)2 100 0 -0.072 0.738 -2.448 0.001 1.533
factor(worker_id)33:factor(category_id)2 100 0 0.011 0.666 -1.718 0.078 1.682
factor(worker_id)34:factor(category_id)2 100 0 -0.072 0.633 -1.358 -0.070 1.232
factor(worker_id)35:factor(category_id)2 100 0 -0.021 0.666 -1.513 0.000 1.299
factor(worker_id)36:factor(category_id)2 100 0 -0.017 0.651 -1.360 -0.018 1.372
factor(worker_id)37:factor(category_id)2 100 0 -0.066 0.660 -1.574 -0.049 1.562
factor(worker_id)38:factor(category_id)2 100 0 -0.054 0.685 -2.021 0.016 1.304
factor(worker_id)39:factor(category_id)2 100 0 0.010 0.643 -1.639 0.090 1.444
factor(worker_id)40:factor(category_id)2 100 0 -0.078 0.726 -2.012 0.048 1.510
factor(worker_id)41:factor(category_id)2 100 0 -0.007 0.708 -2.349 0.037 1.648
factor(worker_id)42:factor(category_id)2 100 0 0.052 0.709 -2.310 0.076 1.761
factor(worker_id)43:factor(category_id)2 100 0 0.006 0.729 -2.527 -0.003 1.605
factor(worker_id)44:factor(category_id)2 100 0 -0.065 0.726 -2.151 -0.069 1.402
factor(worker_id)45:factor(category_id)2 100 0 -0.022 0.650 -1.882 0.004 1.297
factor(worker_id)46:factor(category_id)2 100 0 -0.087 0.670 -1.878 -0.144 1.372
factor(worker_id)47:factor(category_id)2 100 0 -0.054 0.607 -1.632 -0.020 1.307
factor(worker_id)48:factor(category_id)2 100 0 -0.035 0.639 -1.453 -0.045 1.574
factor(worker_id)49:factor(category_id)2 100 0 -0.032 0.608 -1.362 -0.118 1.258
factor(worker_id)50:factor(category_id)2 100 0 -0.036 0.648 -1.966 0.051 1.513
factor(worker_id)51:factor(category_id)2 100 0 0.056 0.699 -1.497 0.052 1.624
factor(worker_id)52:factor(category_id)2 100 0 -0.012 0.676 -1.580 0.028 1.735
factor(worker_id)53:factor(category_id)2 100 0 -0.040 0.647 -1.508 0.008 1.583
factor(worker_id)54:factor(category_id)2 100 0 -0.038 0.637 -1.603 -0.038 1.615
factor(worker_id)55:factor(category_id)2 100 0 0.016 0.621 -1.454 -0.011 1.546
factor(worker_id)56:factor(category_id)2 100 0 -0.041 0.676 -1.668 -0.005 1.424
factor(worker_id)57:factor(category_id)2 100 0 -0.021 0.720 -2.225 -0.033 2.018
factor(worker_id)58:factor(category_id)2 100 0 -0.021 0.598 -1.172 -0.063 1.420
factor(worker_id)59:factor(category_id)2 100 0 -0.099 0.668 -1.862 -0.049 1.342
factor(worker_id)60:factor(category_id)2 100 0 -0.122 0.759 -2.032 -0.112 1.767
factor(worker_id)61:factor(category_id)2 100 0 0.037 0.669 -1.691 0.034 2.080
factor(worker_id)62:factor(category_id)2 100 0 -0.050 0.677 -1.688 -0.143 1.597
factor(worker_id)63:factor(category_id)2 100 0 -0.065 0.636 -2.238 -0.043 1.076
factor(worker_id)64:factor(category_id)2 100 0 -0.017 0.694 -1.372 -0.044 2.129
factor(worker_id)65:factor(category_id)2 100 0 -0.005 0.691 -1.615 -0.037 1.527
factor(worker_id)66:factor(category_id)2 100 0 -0.028 0.652 -1.532 -0.017 1.652
factor(worker_id)67:factor(category_id)2 100 0 -0.019 0.668 -1.739 0.042 1.696
factor(worker_id)68:factor(category_id)2 100 0 -0.003 0.684 -1.635 0.010 1.285
factor(worker_id)69:factor(category_id)2 100 0 -0.054 0.575 -1.524 -0.029 1.279
factor(worker_id)70:factor(category_id)2 100 0 0.011 0.701 -2.049 -0.067 2.210
factor(worker_id)71:factor(category_id)2 100 0 -0.089 0.699 -1.703 -0.108 1.550
factor(worker_id)72:factor(category_id)2 100 0 -0.040 0.625 -1.751 -0.034 2.071
factor(worker_id)73:factor(category_id)2 100 0 -0.067 0.645 -1.731 -0.083 1.470
factor(worker_id)74:factor(category_id)2 100 0 0.001 0.595 -1.751 0.121 1.196
factor(worker_id)75:factor(category_id)2 100 0 -0.001 0.705 -1.893 0.049 1.453
factor(worker_id)76:factor(category_id)2 100 0 -0.051 0.683 -1.809 -0.127 1.452
factor(worker_id)77:factor(category_id)2 100 0 -0.008 0.683 -1.509 -0.086 1.784
factor(worker_id)78:factor(category_id)2 100 0 0.018 0.620 -1.568 0.013 1.406
factor(worker_id)79:factor(category_id)2 100 0 -0.048 0.567 -1.498 -0.009 1.191
factor(worker_id)80:factor(category_id)2 100 0 -0.062 0.609 -1.809 -0.018 1.427
factor(worker_id)81:factor(category_id)2 100 0 -0.084 0.704 -2.014 -0.129 1.909
factor(worker_id)82:factor(category_id)2 100 0 -0.057 0.654 -1.933 -0.074 1.378
factor(worker_id)83:factor(category_id)2 100 0 -0.029 0.695 -2.103 0.015 1.947
factor(worker_id)84:factor(category_id)2 100 0 0.059 0.722 -2.095 0.028 1.994
factor(worker_id)85:factor(category_id)2 100 0 -0.025 0.668 -1.462 -0.097 1.466
factor(worker_id)86:factor(category_id)2 100 0 -0.066 0.626 -1.706 -0.029 1.285
factor(worker_id)87:factor(category_id)2 100 0 0.047 0.625 -1.302 0.039 1.375
factor(worker_id)88:factor(category_id)2 100 0 -0.014 0.624 -1.743 -0.005 1.343
factor(worker_id)89:factor(category_id)2 100 0 -0.095 0.638 -1.675 -0.100 1.458
factor(worker_id)90:factor(category_id)2 100 0 0.020 0.729 -1.374 0.019 1.469
factor(worker_id)91:factor(category_id)2 100 0 -0.105 0.652 -1.748 -0.108 1.278
factor(worker_id)92:factor(category_id)2 100 0 0.015 0.711 -1.662 0.137 1.701
factor(worker_id)93:factor(category_id)2 100 0 -0.034 0.690 -1.955 -0.012 2.060
factor(worker_id)94:factor(category_id)2 100 0 -0.018 0.694 -1.471 -0.062 1.579
factor(worker_id)95:factor(category_id)2 100 0 -0.002 0.675 -1.952 0.017 1.692
factor(worker_id)96:factor(category_id)2 100 0 -0.023 0.695 -1.559 -0.011 1.771
factor(worker_id)97:factor(category_id)2 100 0 -0.157 0.751 -1.775 -0.073 1.420
factor(worker_id)98:factor(category_id)2 100 0 -0.121 0.648 -1.686 -0.111 1.545
factor(worker_id)99:factor(category_id)2 100 0 -0.043 0.639 -2.003 -0.028 1.260
factor(worker_id)100:factor(category_id)2 100 0 -0.042 0.636 -1.359 -0.092 2.041

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.96
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(worker_id)31 1
factor(worker_id)32 1
factor(worker_id)33 1
factor(worker_id)34 1
factor(worker_id)35 1
factor(worker_id)36 1
factor(worker_id)37 1
factor(worker_id)38 1
factor(worker_id)39 1
factor(worker_id)40 1
factor(worker_id)41 1
factor(worker_id)42 1
factor(worker_id)43 1
factor(worker_id)44 1
factor(worker_id)45 1
factor(worker_id)46 1
factor(worker_id)47 1
factor(worker_id)48 1
factor(worker_id)49 1
factor(worker_id)50 1
factor(worker_id)51 1
factor(worker_id)52 1
factor(worker_id)53 1
factor(worker_id)54 1
factor(worker_id)55 1
factor(worker_id)56 1
factor(worker_id)57 1
factor(worker_id)58 1
factor(worker_id)59 1
factor(worker_id)60 1
factor(worker_id)61 1
factor(worker_id)62 1
factor(worker_id)63 1
factor(worker_id)64 1
factor(worker_id)65 1
factor(worker_id)66 1
factor(worker_id)67 1
factor(worker_id)68 1
factor(worker_id)69 1
factor(worker_id)70 1
factor(worker_id)71 1
factor(worker_id)72 1
factor(worker_id)73 1
factor(worker_id)74 1
factor(worker_id)75 1
factor(worker_id)76 1
factor(worker_id)77 1
factor(worker_id)78 1
factor(worker_id)79 1
factor(worker_id)80 1
factor(worker_id)81 1
factor(worker_id)82 1
factor(worker_id)83 1
factor(worker_id)84 1
factor(worker_id)85 1
factor(worker_id)86 1
factor(worker_id)87 1
factor(worker_id)88 1
factor(worker_id)89 1
factor(worker_id)90 1
factor(worker_id)91 1
factor(worker_id)92 1
factor(worker_id)93 1
factor(worker_id)94 1
factor(worker_id)95 1
factor(worker_id)96 1
factor(worker_id)97 1
factor(worker_id)98 1
factor(worker_id)99 1
factor(worker_id)100 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 0
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 0
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 0
factor(worker_id)21:factor(category_id)2 0
factor(worker_id)22:factor(category_id)2 0
factor(worker_id)23:factor(category_id)2 0
factor(worker_id)24:factor(category_id)2 0
factor(worker_id)25:factor(category_id)2 0
factor(worker_id)26:factor(category_id)2 0
factor(worker_id)27:factor(category_id)2 0
factor(worker_id)28:factor(category_id)2 0
factor(worker_id)29:factor(category_id)2 0
factor(worker_id)30:factor(category_id)2 0
factor(worker_id)31:factor(category_id)2 0
factor(worker_id)32:factor(category_id)2 0
factor(worker_id)33:factor(category_id)2 0
factor(worker_id)34:factor(category_id)2 0
factor(worker_id)35:factor(category_id)2 0
factor(worker_id)36:factor(category_id)2 0
factor(worker_id)37:factor(category_id)2 0
factor(worker_id)38:factor(category_id)2 0
factor(worker_id)39:factor(category_id)2 0
factor(worker_id)40:factor(category_id)2 0
factor(worker_id)41:factor(category_id)2 0
factor(worker_id)42:factor(category_id)2 0
factor(worker_id)43:factor(category_id)2 0
factor(worker_id)44:factor(category_id)2 0
factor(worker_id)45:factor(category_id)2 0
factor(worker_id)46:factor(category_id)2 0
factor(worker_id)47:factor(category_id)2 0
factor(worker_id)48:factor(category_id)2 0
factor(worker_id)49:factor(category_id)2 0
factor(worker_id)50:factor(category_id)2 0
factor(worker_id)51:factor(category_id)2 0
factor(worker_id)52:factor(category_id)2 0
factor(worker_id)53:factor(category_id)2 0
factor(worker_id)54:factor(category_id)2 0
factor(worker_id)55:factor(category_id)2 0
factor(worker_id)56:factor(category_id)2 0
factor(worker_id)57:factor(category_id)2 0
factor(worker_id)58:factor(category_id)2 0
factor(worker_id)59:factor(category_id)2 0
factor(worker_id)60:factor(category_id)2 0
factor(worker_id)61:factor(category_id)2 0
factor(worker_id)62:factor(category_id)2 0
factor(worker_id)63:factor(category_id)2 0
factor(worker_id)64:factor(category_id)2 0
factor(worker_id)65:factor(category_id)2 0
factor(worker_id)66:factor(category_id)2 0
factor(worker_id)67:factor(category_id)2 0
factor(worker_id)68:factor(category_id)2 0
factor(worker_id)69:factor(category_id)2 0
factor(worker_id)70:factor(category_id)2 0
factor(worker_id)71:factor(category_id)2 0
factor(worker_id)72:factor(category_id)2 0
factor(worker_id)73:factor(category_id)2 0.09
factor(worker_id)74:factor(category_id)2 0
factor(worker_id)75:factor(category_id)2 0
factor(worker_id)76:factor(category_id)2 0
factor(worker_id)77:factor(category_id)2 0
factor(worker_id)78:factor(category_id)2 0
factor(worker_id)79:factor(category_id)2 0
factor(worker_id)80:factor(category_id)2 0
factor(worker_id)81:factor(category_id)2 0
factor(worker_id)82:factor(category_id)2 0
factor(worker_id)83:factor(category_id)2 0
factor(worker_id)84:factor(category_id)2 0
factor(worker_id)85:factor(category_id)2 0
factor(worker_id)86:factor(category_id)2 0
factor(worker_id)87:factor(category_id)2 0
factor(worker_id)88:factor(category_id)2 0
factor(worker_id)89:factor(category_id)2 0
factor(worker_id)90:factor(category_id)2 0
factor(worker_id)91:factor(category_id)2 0
factor(worker_id)92:factor(category_id)2 0
factor(worker_id)93:factor(category_id)2 0
factor(worker_id)94:factor(category_id)2 0
factor(worker_id)95:factor(category_id)2 0
factor(worker_id)96:factor(category_id)2 0
factor(worker_id)97:factor(category_id)2 0
factor(worker_id)98:factor(category_id)2 0
factor(worker_id)99:factor(category_id)2 0
factor(worker_id)100:factor(category_id)2 0

Significant match effect number = 0 out of 99

num_process = 20, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.020 0.209 -0.520 -0.032 0.472
factor(worker_id)2 100 0 0.041 0.283 -1.064 0.081 0.671
factor(worker_id)3 100 0 0.030 0.307 -0.614 0.031 0.664
factor(worker_id)4 100 0 0.045 0.294 -0.903 0.037 0.605
factor(worker_id)5 100 0 0.022 0.281 -0.734 0.053 0.544
factor(worker_id)6 100 0 0.044 0.295 -0.606 0.068 0.750
factor(worker_id)7 100 0 0.008 0.306 -0.745 0.012 0.706
factor(worker_id)8 100 0 0.015 0.292 -0.584 -0.008 1.087
factor(worker_id)9 100 0 -0.014 0.294 -0.692 -0.040 0.706
factor(worker_id)10 100 0 0.010 0.280 -0.525 -0.027 0.749
factor(worker_id)11 100 0 -0.005 0.273 -0.880 0.009 0.679
factor(worker_id)12 100 0 0.027 0.309 -1.014 0.057 0.675
factor(worker_id)13 100 0 -0.006 0.323 -0.728 -0.029 0.737
factor(worker_id)14 100 0 0.053 0.374 -0.919 0.053 0.910
factor(worker_id)15 100 0 0.011 0.290 -0.646 0.017 0.659
factor(worker_id)16 100 0 0.026 0.302 -0.664 0.043 0.802
factor(worker_id)17 100 0 0.009 0.319 -0.820 -0.017 0.742
factor(worker_id)18 100 0 0.007 0.320 -0.767 0.002 0.669
factor(worker_id)19 100 0 0.038 0.301 -0.609 0.037 0.895
factor(worker_id)20 100 0 0.033 0.349 -0.969 0.023 0.786
factor(worker_id)21 100 0 -0.014 0.293 -0.629 -0.026 0.532
factor(worker_id)22 100 0 0.043 0.285 -0.521 0.034 0.634
factor(worker_id)23 100 0 -0.007 0.284 -0.806 -0.022 0.811
factor(worker_id)24 100 0 0.007 0.318 -1.296 0.012 0.599
factor(worker_id)25 100 0 0.012 0.312 -0.693 -0.020 0.766
factor(worker_id)26 100 0 0.024 0.299 -0.686 0.041 0.865
factor(worker_id)27 100 0 -0.019 0.312 -0.884 -0.016 0.838
factor(worker_id)28 100 0 0.010 0.284 -0.596 0.014 0.748
factor(worker_id)29 100 0 0.023 0.278 -0.708 0.015 0.610
factor(worker_id)30 100 0 0.040 0.298 -0.523 0.024 0.681
factor(worker_id)31 100 0 0.015 0.310 -0.640 0.040 0.692
factor(worker_id)32 100 0 0.026 0.262 -0.820 0.032 0.765
factor(worker_id)33 100 0 0.003 0.286 -0.786 0.000 0.871
factor(worker_id)34 100 0 0.038 0.322 -0.828 0.050 0.850
factor(worker_id)35 100 0 0.004 0.273 -0.774 -0.001 0.771
factor(worker_id)36 100 0 0.043 0.280 -0.607 0.015 0.867
factor(worker_id)37 100 0 0.053 0.323 -0.813 0.060 0.791
factor(worker_id)38 100 0 0.055 0.292 -0.593 0.053 0.760
factor(worker_id)39 100 0 0.025 0.262 -0.781 0.037 0.681
factor(worker_id)40 100 0 0.015 0.307 -0.906 0.020 0.817
factor(worker_id)41 100 0 0.009 0.309 -0.658 -0.005 0.727
factor(worker_id)42 100 0 0.026 0.294 -0.610 0.024 0.655
factor(worker_id)43 100 0 0.015 0.292 -0.711 0.059 0.503
factor(worker_id)44 100 0 0.001 0.327 -0.760 -0.013 0.809
factor(worker_id)45 100 0 0.005 0.333 -0.815 -0.032 0.790
factor(worker_id)46 100 0 0.017 0.327 -0.743 -0.002 0.607
factor(worker_id)47 100 0 -0.001 0.312 -0.735 0.044 0.658
factor(worker_id)48 100 0 0.012 0.302 -0.844 0.020 0.850
factor(worker_id)49 100 0 0.023 0.322 -0.731 0.005 0.876
factor(worker_id)50 100 0 -0.019 0.292 -0.686 -0.037 0.659
factor(worker_id)51 100 0 0.057 0.312 -0.645 0.095 0.750
factor(worker_id)52 100 0 0.068 0.294 -0.507 0.060 0.696
factor(worker_id)53 100 0 0.039 0.313 -0.751 0.039 0.859
factor(worker_id)54 100 0 0.008 0.306 -0.713 0.027 0.715
factor(worker_id)55 100 0 0.031 0.329 -0.810 0.068 0.832
factor(worker_id)56 100 0 0.013 0.286 -1.065 0.027 0.688
factor(worker_id)57 100 0 0.055 0.333 -0.904 0.017 0.883
factor(worker_id)58 100 0 0.009 0.341 -0.586 -0.068 0.931
factor(worker_id)59 100 0 0.024 0.295 -0.577 0.000 0.769
factor(worker_id)60 100 0 0.038 0.306 -0.794 0.045 0.683
factor(worker_id)61 100 0 0.001 0.302 -0.671 0.063 0.706
factor(worker_id)62 100 0 -0.020 0.303 -0.793 -0.038 0.692
factor(worker_id)63 100 0 0.008 0.289 -0.562 0.001 0.981
factor(worker_id)64 100 0 0.020 0.313 -0.651 -0.001 0.837
factor(worker_id)65 100 0 0.001 0.312 -0.830 -0.011 0.628
factor(worker_id)66 100 0 -0.001 0.326 -0.952 0.002 0.825
factor(worker_id)67 100 0 0.023 0.297 -0.638 -0.006 0.686
factor(worker_id)68 100 0 0.044 0.280 -0.500 0.013 1.019
factor(worker_id)69 100 0 -0.003 0.289 -0.708 0.018 0.688
factor(worker_id)70 100 0 0.034 0.302 -0.699 0.088 0.682
factor(worker_id)71 100 0 -0.040 0.298 -0.804 -0.022 0.685
factor(worker_id)72 100 0 -0.008 0.284 -0.640 0.002 0.654
factor(worker_id)73 100 0 -0.020 0.319 -0.888 0.013 0.777
factor(worker_id)74 100 0 0.048 0.302 -0.790 0.017 0.806
factor(worker_id)75 100 0 0.043 0.294 -0.657 0.059 0.761
factor(worker_id)76 100 0 0.046 0.300 -0.638 0.073 0.843
factor(worker_id)77 100 0 0.059 0.298 -0.584 0.062 0.837
factor(worker_id)78 100 0 0.004 0.308 -0.693 0.003 0.814
factor(worker_id)79 100 0 0.024 0.300 -0.611 0.002 0.737
factor(worker_id)80 100 0 0.018 0.321 -0.808 0.024 0.686
factor(worker_id)81 100 0 0.033 0.280 -0.681 0.001 0.688
factor(worker_id)82 100 0 0.028 0.324 -0.769 0.063 1.021
factor(worker_id)83 100 0 0.040 0.346 -0.826 0.016 0.948
factor(worker_id)84 100 0 0.002 0.325 -0.811 0.008 0.791
factor(worker_id)85 100 0 0.007 0.313 -0.632 -0.041 0.942
factor(worker_id)86 100 0 -0.007 0.307 -0.740 0.021 0.911
factor(worker_id)87 100 0 0.017 0.278 -0.709 -0.007 0.764
factor(worker_id)88 100 0 0.029 0.271 -0.549 0.034 0.743
factor(worker_id)89 100 0 0.038 0.303 -0.752 0.066 0.656
factor(worker_id)90 100 0 -0.021 0.330 -0.704 -0.022 0.739
factor(worker_id)91 100 0 0.045 0.305 -0.568 0.070 0.687
factor(worker_id)92 100 0 0.042 0.281 -0.760 0.068 0.654
factor(worker_id)93 100 0 -0.011 0.331 -0.683 -0.013 0.792
factor(worker_id)94 100 0 0.009 0.316 -0.829 0.029 0.908
factor(worker_id)95 100 0 0.087 0.323 -0.654 0.058 0.926
factor(worker_id)96 100 0 -0.025 0.285 -0.728 -0.011 0.540
factor(worker_id)97 100 0 -0.003 0.301 -0.876 0.006 0.607
factor(worker_id)98 100 0 0.025 0.298 -0.790 0.033 0.807
factor(worker_id)99 100 0 0.001 0.275 -0.604 0.009 0.615
factor(worker_id)100 100 0 0.012 0.316 -0.631 0.026 0.881
factor(category_id)2 100 0 0.011 0.305 -0.610 0.017 0.787
factor(worker_id)2:factor(category_id)2 100 0 0.007 0.432 -1.012 0.046 1.079
factor(worker_id)3:factor(category_id)2 100 0 0.024 0.445 -0.965 0.025 1.022
factor(worker_id)4:factor(category_id)2 100 0 -0.040 0.423 -1.200 -0.082 1.214
factor(worker_id)5:factor(category_id)2 100 0 -0.037 0.413 -0.900 -0.047 1.049
factor(worker_id)6:factor(category_id)2 100 0 -0.031 0.444 -1.229 -0.033 1.074
factor(worker_id)7:factor(category_id)2 100 0 0.007 0.453 -1.174 0.003 0.962
factor(worker_id)8:factor(category_id)2 100 0 -0.009 0.455 -1.460 -0.003 1.000
factor(worker_id)9:factor(category_id)2 100 0 0.007 0.448 -1.161 -0.014 1.082
factor(worker_id)10:factor(category_id)2 100 0 -0.007 0.428 -1.002 -0.029 1.093
factor(worker_id)11:factor(category_id)2 100 0 0.035 0.463 -1.017 0.050 1.450
factor(worker_id)12:factor(category_id)2 100 0 -0.027 0.460 -1.103 -0.073 1.397
factor(worker_id)13:factor(category_id)2 100 0 0.009 0.430 -1.000 -0.015 1.030
factor(worker_id)14:factor(category_id)2 100 0 -0.020 0.502 -1.353 -0.006 1.078
factor(worker_id)15:factor(category_id)2 100 0 -0.002 0.433 -1.209 0.056 0.986
factor(worker_id)16:factor(category_id)2 100 0 -0.028 0.434 -1.083 -0.024 1.109
factor(worker_id)17:factor(category_id)2 100 0 0.031 0.478 -1.062 0.042 1.201
factor(worker_id)18:factor(category_id)2 100 0 0.016 0.483 -1.218 0.072 1.152
factor(worker_id)19:factor(category_id)2 100 0 -0.066 0.425 -1.213 -0.069 0.907
factor(worker_id)20:factor(category_id)2 100 0 -0.005 0.486 -1.198 -0.033 1.076
factor(worker_id)21:factor(category_id)2 100 0 -0.013 0.410 -1.411 -0.009 0.781
factor(worker_id)22:factor(category_id)2 100 0 -0.004 0.393 -1.437 0.030 0.772
factor(worker_id)23:factor(category_id)2 100 0 -0.023 0.418 -1.072 -0.045 1.241
factor(worker_id)24:factor(category_id)2 100 0 -0.011 0.433 -0.976 -0.028 1.356
factor(worker_id)25:factor(category_id)2 100 0 0.000 0.440 -1.240 0.001 1.028
factor(worker_id)26:factor(category_id)2 100 0 -0.012 0.434 -1.397 -0.002 1.001
factor(worker_id)27:factor(category_id)2 100 0 0.040 0.436 -0.857 0.048 1.359
factor(worker_id)28:factor(category_id)2 100 0 -0.026 0.435 -1.315 0.003 0.858
factor(worker_id)29:factor(category_id)2 100 0 -0.003 0.390 -0.788 0.043 0.846
factor(worker_id)30:factor(category_id)2 100 0 -0.021 0.432 -0.960 -0.054 0.900
factor(worker_id)31:factor(category_id)2 100 0 -0.004 0.441 -1.017 -0.005 1.119
factor(worker_id)32:factor(category_id)2 100 0 -0.032 0.428 -1.297 -0.029 1.016
factor(worker_id)33:factor(category_id)2 100 0 -0.021 0.395 -1.123 -0.026 0.828
factor(worker_id)34:factor(category_id)2 100 0 -0.070 0.499 -1.607 -0.057 1.272
factor(worker_id)35:factor(category_id)2 100 0 0.010 0.409 -1.280 0.062 0.813
factor(worker_id)36:factor(category_id)2 100 0 -0.047 0.451 -1.317 -0.005 0.903
factor(worker_id)37:factor(category_id)2 100 0 -0.040 0.478 -0.970 -0.041 1.392
factor(worker_id)38:factor(category_id)2 100 0 -0.048 0.432 -1.181 -0.069 1.075
factor(worker_id)39:factor(category_id)2 100 0 -0.018 0.462 -1.037 -0.006 1.420
factor(worker_id)40:factor(category_id)2 100 0 -0.028 0.456 -1.113 -0.032 0.972
factor(worker_id)41:factor(category_id)2 100 0 0.041 0.446 -1.063 -0.018 0.911
factor(worker_id)42:factor(category_id)2 100 0 -0.051 0.403 -0.901 -0.051 0.969
factor(worker_id)43:factor(category_id)2 100 0 -0.029 0.408 -0.968 -0.115 0.821
factor(worker_id)44:factor(category_id)2 100 0 0.018 0.439 -1.152 0.046 1.267
factor(worker_id)45:factor(category_id)2 100 0 -0.059 0.443 -1.074 -0.065 0.909
factor(worker_id)46:factor(category_id)2 100 0 -0.054 0.449 -1.132 -0.065 0.967
factor(worker_id)47:factor(category_id)2 100 0 -0.027 0.451 -0.937 -0.052 1.220
factor(worker_id)48:factor(category_id)2 100 0 0.015 0.442 -1.263 0.036 1.214
factor(worker_id)49:factor(category_id)2 100 0 0.016 0.440 -1.056 0.013 1.179
factor(worker_id)50:factor(category_id)2 100 0 0.029 0.444 -0.922 0.052 1.055
factor(worker_id)51:factor(category_id)2 100 0 -0.021 0.414 -1.155 -0.026 0.985
factor(worker_id)52:factor(category_id)2 100 0 -0.047 0.430 -1.247 0.005 0.913
factor(worker_id)53:factor(category_id)2 100 0 -0.012 0.472 -1.053 0.006 0.934
factor(worker_id)54:factor(category_id)2 100 0 0.034 0.445 -0.944 0.000 0.895
factor(worker_id)55:factor(category_id)2 100 0 -0.012 0.459 -1.117 -0.023 0.949
factor(worker_id)56:factor(category_id)2 100 0 0.026 0.409 -1.108 0.033 1.074
factor(worker_id)57:factor(category_id)2 100 0 -0.053 0.480 -1.267 -0.063 1.329
factor(worker_id)58:factor(category_id)2 100 0 -0.018 0.462 -1.241 0.009 0.979
factor(worker_id)59:factor(category_id)2 100 0 -0.019 0.430 -1.013 -0.035 1.073
factor(worker_id)60:factor(category_id)2 100 0 -0.056 0.416 -1.123 -0.094 0.921
factor(worker_id)61:factor(category_id)2 100 0 -0.003 0.461 -1.145 0.004 1.046
factor(worker_id)62:factor(category_id)2 100 0 0.019 0.450 -1.082 0.080 1.182
factor(worker_id)63:factor(category_id)2 100 0 0.005 0.461 -1.427 0.029 1.033
factor(worker_id)64:factor(category_id)2 100 0 0.006 0.455 -1.040 0.030 1.118
factor(worker_id)65:factor(category_id)2 100 0 0.008 0.464 -0.954 0.033 1.095
factor(worker_id)66:factor(category_id)2 100 0 0.043 0.407 -0.900 0.092 0.985
factor(worker_id)67:factor(category_id)2 100 0 0.015 0.384 -0.852 0.025 1.100
factor(worker_id)68:factor(category_id)2 100 0 -0.058 0.416 -1.131 -0.091 0.893
factor(worker_id)69:factor(category_id)2 100 0 0.041 0.421 -0.907 0.045 0.909
factor(worker_id)70:factor(category_id)2 100 0 -0.010 0.383 -1.077 -0.015 1.201
factor(worker_id)71:factor(category_id)2 100 0 0.045 0.432 -1.160 0.080 1.477
factor(worker_id)72:factor(category_id)2 100 0 0.007 0.431 -0.910 0.052 1.285
factor(worker_id)73:factor(category_id)2 100 0 0.019 0.424 -0.783 -0.013 1.206
factor(worker_id)74:factor(category_id)2 100 0 -0.040 0.401 -1.281 -0.003 0.951
factor(worker_id)75:factor(category_id)2 100 0 -0.046 0.423 -1.232 -0.052 0.824
factor(worker_id)76:factor(category_id)2 100 0 -0.030 0.443 -1.355 -0.043 1.038
factor(worker_id)77:factor(category_id)2 100 0 -0.056 0.404 -0.803 -0.023 0.791
factor(worker_id)78:factor(category_id)2 100 0 -0.058 0.447 -1.021 -0.044 0.971
factor(worker_id)79:factor(category_id)2 100 0 -0.028 0.403 -1.075 -0.006 0.797
factor(worker_id)80:factor(category_id)2 100 0 -0.005 0.447 -1.270 -0.060 1.080
factor(worker_id)81:factor(category_id)2 100 0 -0.031 0.446 -1.105 0.011 0.980
factor(worker_id)82:factor(category_id)2 100 0 -0.016 0.458 -1.228 -0.049 1.218
factor(worker_id)83:factor(category_id)2 100 0 -0.052 0.494 -1.229 -0.052 1.033
factor(worker_id)84:factor(category_id)2 100 0 -0.054 0.427 -0.997 -0.066 0.835
factor(worker_id)85:factor(category_id)2 100 0 -0.003 0.450 -1.248 -0.078 0.895
factor(worker_id)86:factor(category_id)2 100 0 0.033 0.402 -0.752 -0.032 1.070
factor(worker_id)87:factor(category_id)2 100 0 0.008 0.380 -0.898 -0.065 0.812
factor(worker_id)88:factor(category_id)2 100 0 -0.011 0.436 -1.033 0.011 0.986
factor(worker_id)89:factor(category_id)2 100 0 -0.048 0.399 -0.997 -0.015 1.011
factor(worker_id)90:factor(category_id)2 100 0 0.034 0.446 -1.125 0.067 0.972
factor(worker_id)91:factor(category_id)2 100 0 -0.003 0.443 -1.091 0.073 1.006
factor(worker_id)92:factor(category_id)2 100 0 -0.026 0.433 -1.099 -0.034 0.886
factor(worker_id)93:factor(category_id)2 100 0 0.026 0.501 -1.247 -0.002 1.254
factor(worker_id)94:factor(category_id)2 100 0 0.017 0.444 -0.951 0.061 1.069
factor(worker_id)95:factor(category_id)2 100 0 -0.090 0.471 -1.289 -0.067 0.926
factor(worker_id)96:factor(category_id)2 100 0 0.045 0.391 -0.816 0.047 0.891
factor(worker_id)97:factor(category_id)2 100 0 0.039 0.378 -0.940 0.030 1.433
factor(worker_id)98:factor(category_id)2 100 0 0.004 0.397 -0.756 -0.023 0.988
factor(worker_id)99:factor(category_id)2 100 0 -0.006 0.407 -1.018 -0.017 0.906
factor(worker_id)100:factor(category_id)2 100 0 0.014 0.460 -1.303 -0.017 1.217

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.99
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(worker_id)31 1
factor(worker_id)32 1
factor(worker_id)33 1
factor(worker_id)34 1
factor(worker_id)35 1
factor(worker_id)36 1
factor(worker_id)37 1
factor(worker_id)38 1
factor(worker_id)39 1
factor(worker_id)40 1
factor(worker_id)41 1
factor(worker_id)42 1
factor(worker_id)43 1
factor(worker_id)44 1
factor(worker_id)45 1
factor(worker_id)46 1
factor(worker_id)47 1
factor(worker_id)48 1
factor(worker_id)49 1
factor(worker_id)50 1
factor(worker_id)51 1
factor(worker_id)52 1
factor(worker_id)53 1
factor(worker_id)54 1
factor(worker_id)55 1
factor(worker_id)56 1
factor(worker_id)57 1
factor(worker_id)58 1
factor(worker_id)59 1
factor(worker_id)60 1
factor(worker_id)61 1
factor(worker_id)62 1
factor(worker_id)63 1
factor(worker_id)64 1
factor(worker_id)65 1
factor(worker_id)66 1
factor(worker_id)67 1
factor(worker_id)68 1
factor(worker_id)69 1
factor(worker_id)70 1
factor(worker_id)71 1
factor(worker_id)72 1
factor(worker_id)73 1
factor(worker_id)74 1
factor(worker_id)75 1
factor(worker_id)76 1
factor(worker_id)77 1
factor(worker_id)78 1
factor(worker_id)79 1
factor(worker_id)80 1
factor(worker_id)81 1
factor(worker_id)82 1
factor(worker_id)83 1
factor(worker_id)84 1
factor(worker_id)85 1
factor(worker_id)86 1
factor(worker_id)87 1
factor(worker_id)88 1
factor(worker_id)89 1
factor(worker_id)90 1
factor(worker_id)91 1
factor(worker_id)92 1
factor(worker_id)93 1
factor(worker_id)94 1
factor(worker_id)95 1
factor(worker_id)96 1
factor(worker_id)97 1
factor(worker_id)98 1
factor(worker_id)99 1
factor(worker_id)100 1
factor(category_id)2 0.1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0.36
factor(worker_id)4:factor(category_id)2 0.69
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)6:factor(category_id)2 0.02
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0.99
factor(worker_id)9:factor(category_id)2 1
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 0.89
factor(worker_id)13:factor(category_id)2 0.01
factor(worker_id)14:factor(category_id)2 0.43
factor(worker_id)15:factor(category_id)2 0.91
factor(worker_id)16:factor(category_id)2 0.99
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0.12
factor(worker_id)19:factor(category_id)2 0.36
factor(worker_id)20:factor(category_id)2 1
factor(worker_id)21:factor(category_id)2 0
factor(worker_id)22:factor(category_id)2 1
factor(worker_id)23:factor(category_id)2 0.02
factor(worker_id)24:factor(category_id)2 0
factor(worker_id)25:factor(category_id)2 0.02
factor(worker_id)26:factor(category_id)2 0.48
factor(worker_id)27:factor(category_id)2 1
factor(worker_id)28:factor(category_id)2 0.91
factor(worker_id)29:factor(category_id)2 0
factor(worker_id)30:factor(category_id)2 0
factor(worker_id)31:factor(category_id)2 0.75
factor(worker_id)32:factor(category_id)2 0.96
factor(worker_id)33:factor(category_id)2 1
factor(worker_id)34:factor(category_id)2 1
factor(worker_id)35:factor(category_id)2 0.46
factor(worker_id)36:factor(category_id)2 0.02
factor(worker_id)37:factor(category_id)2 1
factor(worker_id)38:factor(category_id)2 0
factor(worker_id)39:factor(category_id)2 0.94
factor(worker_id)40:factor(category_id)2 0.75
factor(worker_id)41:factor(category_id)2 1
factor(worker_id)42:factor(category_id)2 1
factor(worker_id)43:factor(category_id)2 0
factor(worker_id)44:factor(category_id)2 0.39
factor(worker_id)45:factor(category_id)2 0.12
factor(worker_id)46:factor(category_id)2 0.69
factor(worker_id)47:factor(category_id)2 1
factor(worker_id)48:factor(category_id)2 0.94
factor(worker_id)49:factor(category_id)2 1
factor(worker_id)50:factor(category_id)2 0
factor(worker_id)51:factor(category_id)2 1
factor(worker_id)52:factor(category_id)2 1
factor(worker_id)53:factor(category_id)2 0
factor(worker_id)54:factor(category_id)2 1
factor(worker_id)55:factor(category_id)2 0.93
factor(worker_id)56:factor(category_id)2 0.99
factor(worker_id)57:factor(category_id)2 0
factor(worker_id)58:factor(category_id)2 1
factor(worker_id)59:factor(category_id)2 0.88
factor(worker_id)60:factor(category_id)2 0
factor(worker_id)61:factor(category_id)2 0
factor(worker_id)62:factor(category_id)2 1
factor(worker_id)63:factor(category_id)2 0
factor(worker_id)64:factor(category_id)2 0.19
factor(worker_id)65:factor(category_id)2 0
factor(worker_id)66:factor(category_id)2 0.88
factor(worker_id)67:factor(category_id)2 0.01
factor(worker_id)68:factor(category_id)2 0.01
factor(worker_id)69:factor(category_id)2 1
factor(worker_id)70:factor(category_id)2 0.05
factor(worker_id)71:factor(category_id)2 1
factor(worker_id)72:factor(category_id)2 0
factor(worker_id)73:factor(category_id)2 0
factor(worker_id)74:factor(category_id)2 0.02
factor(worker_id)75:factor(category_id)2 0.28
factor(worker_id)76:factor(category_id)2 0.18
factor(worker_id)77:factor(category_id)2 0.77
factor(worker_id)78:factor(category_id)2 0.76
factor(worker_id)79:factor(category_id)2 1
factor(worker_id)80:factor(category_id)2 1
factor(worker_id)81:factor(category_id)2 1
factor(worker_id)82:factor(category_id)2 0.37
factor(worker_id)83:factor(category_id)2 1
factor(worker_id)84:factor(category_id)2 1
factor(worker_id)85:factor(category_id)2 1
factor(worker_id)86:factor(category_id)2 0
factor(worker_id)87:factor(category_id)2 0.78
factor(worker_id)88:factor(category_id)2 1
factor(worker_id)89:factor(category_id)2 1
factor(worker_id)90:factor(category_id)2 0
factor(worker_id)91:factor(category_id)2 0.07
factor(worker_id)92:factor(category_id)2 0.01
factor(worker_id)93:factor(category_id)2 0.61
factor(worker_id)94:factor(category_id)2 0
factor(worker_id)95:factor(category_id)2 1
factor(worker_id)96:factor(category_id)2 0
factor(worker_id)97:factor(category_id)2 0.64
factor(worker_id)98:factor(category_id)2 1
factor(worker_id)99:factor(category_id)2 1
factor(worker_id)100:factor(category_id)2 0

Significant match effect number = 42 out of 99

num_process = 30, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.002 0.162 -0.335 -0.020 0.461
factor(worker_id)2 100 0 0.010 0.247 -0.748 0.020 0.602
factor(worker_id)3 100 0 -0.025 0.236 -0.608 -0.015 0.472
factor(worker_id)4 100 0 -0.001 0.220 -0.496 0.015 0.511
factor(worker_id)5 100 0 0.002 0.209 -0.544 0.030 0.613
factor(worker_id)6 100 0 0.014 0.255 -0.884 0.016 0.541
factor(worker_id)7 100 0 -0.013 0.250 -0.586 -0.017 0.537
factor(worker_id)8 100 0 -0.057 0.241 -0.888 -0.021 0.403
factor(worker_id)9 100 0 -0.003 0.240 -0.631 -0.022 0.488
factor(worker_id)10 100 0 -0.007 0.238 -0.723 0.001 0.500
factor(worker_id)11 100 0 0.007 0.240 -0.591 0.015 0.510
factor(worker_id)12 100 0 -0.062 0.240 -0.635 -0.053 0.540
factor(worker_id)13 100 0 -0.010 0.229 -0.565 0.001 0.512
factor(worker_id)14 100 0 0.004 0.242 -0.707 0.013 0.487
factor(worker_id)15 100 0 0.019 0.214 -0.508 0.010 0.566
factor(worker_id)16 100 0 -0.024 0.254 -0.710 0.003 0.604
factor(worker_id)17 100 0 -0.034 0.251 -0.782 -0.043 0.450
factor(worker_id)18 100 0 0.007 0.240 -0.569 -0.003 0.561
factor(worker_id)19 100 0 0.005 0.265 -0.654 0.034 0.728
factor(worker_id)20 100 0 0.016 0.227 -0.579 0.018 0.419
factor(worker_id)21 100 0 -0.020 0.243 -0.640 -0.008 0.457
factor(worker_id)22 100 0 0.000 0.219 -0.714 0.025 0.442
factor(worker_id)23 100 0 -0.031 0.251 -0.671 -0.034 0.527
factor(worker_id)24 100 0 0.012 0.244 -0.766 0.022 0.551
factor(worker_id)25 100 0 -0.001 0.251 -0.716 -0.002 0.553
factor(worker_id)26 100 0 -0.009 0.265 -0.652 -0.013 0.488
factor(worker_id)27 100 0 -0.037 0.248 -0.609 -0.037 0.461
factor(worker_id)28 100 0 0.001 0.222 -0.436 0.016 0.573
factor(worker_id)29 100 0 -0.001 0.236 -0.529 0.020 0.481
factor(worker_id)30 100 0 -0.016 0.243 -0.629 -0.014 0.590
factor(worker_id)31 100 0 -0.044 0.211 -0.675 -0.055 0.546
factor(worker_id)32 100 0 -0.014 0.257 -0.550 -0.035 0.612
factor(worker_id)33 100 0 -0.007 0.234 -0.566 -0.010 0.626
factor(worker_id)34 100 0 -0.007 0.237 -0.493 -0.026 0.688
factor(worker_id)35 100 0 -0.029 0.237 -0.571 -0.006 0.526
factor(worker_id)36 100 0 0.002 0.260 -0.590 0.023 0.552
factor(worker_id)37 100 0 -0.010 0.229 -0.674 -0.011 0.544
factor(worker_id)38 100 0 0.013 0.235 -0.618 0.036 0.576
factor(worker_id)39 100 0 -0.042 0.277 -0.747 -0.019 0.528
factor(worker_id)40 100 0 -0.004 0.241 -0.693 0.005 0.533
factor(worker_id)41 100 0 -0.026 0.263 -0.745 -0.017 0.619
factor(worker_id)42 100 0 0.001 0.256 -0.629 0.011 0.598
factor(worker_id)43 100 0 0.006 0.212 -0.551 0.031 0.575
factor(worker_id)44 100 0 -0.012 0.219 -0.510 0.002 0.565
factor(worker_id)45 100 0 -0.022 0.245 -0.818 -0.004 0.583
factor(worker_id)46 100 0 0.009 0.222 -0.409 0.001 0.691
factor(worker_id)47 100 0 -0.019 0.240 -0.549 0.004 0.522
factor(worker_id)48 100 0 0.003 0.245 -0.624 0.034 0.599
factor(worker_id)49 100 0 -0.007 0.237 -0.641 0.010 0.478
factor(worker_id)50 100 0 0.019 0.250 -0.708 0.034 0.599
factor(worker_id)51 100 0 0.007 0.248 -0.679 0.014 0.596
factor(worker_id)52 100 0 -0.032 0.241 -0.595 -0.020 0.533
factor(worker_id)53 100 0 0.013 0.228 -0.565 0.014 0.600
factor(worker_id)54 100 0 -0.012 0.275 -0.736 0.010 0.530
factor(worker_id)55 100 0 -0.007 0.216 -0.692 0.015 0.581
factor(worker_id)56 100 0 0.000 0.233 -0.660 -0.001 0.549
factor(worker_id)57 100 0 -0.043 0.254 -0.580 -0.026 0.492
factor(worker_id)58 100 0 -0.007 0.253 -0.713 0.013 0.755
factor(worker_id)59 100 0 -0.008 0.267 -0.685 0.014 0.618
factor(worker_id)60 100 0 0.015 0.223 -0.490 0.032 0.510
factor(worker_id)61 100 0 0.001 0.249 -0.461 -0.038 0.676
factor(worker_id)62 100 0 0.012 0.229 -0.631 0.011 0.679
factor(worker_id)63 100 0 -0.019 0.241 -0.572 0.004 0.474
factor(worker_id)64 100 0 0.015 0.243 -0.665 0.019 0.582
factor(worker_id)65 100 0 0.008 0.238 -0.781 -0.002 0.647
factor(worker_id)66 100 0 -0.026 0.250 -0.693 -0.040 0.605
factor(worker_id)67 100 0 -0.005 0.254 -0.791 0.037 0.810
factor(worker_id)68 100 0 0.017 0.246 -0.559 0.005 0.830
factor(worker_id)69 100 0 -0.015 0.293 -0.769 0.013 0.571
factor(worker_id)70 100 0 0.018 0.237 -0.671 0.016 0.717
factor(worker_id)71 100 0 0.020 0.235 -0.630 0.038 0.559
factor(worker_id)72 100 0 0.031 0.239 -0.670 0.059 0.612
factor(worker_id)73 100 0 0.002 0.238 -0.631 -0.025 0.485
factor(worker_id)74 100 0 0.009 0.232 -0.473 0.025 0.563
factor(worker_id)75 100 0 0.000 0.229 -0.496 0.024 0.612
factor(worker_id)76 100 0 0.018 0.255 -0.667 0.043 0.584
factor(worker_id)77 100 0 -0.018 0.265 -0.628 0.014 0.537
factor(worker_id)78 100 0 0.005 0.238 -0.606 0.023 0.518
factor(worker_id)79 100 0 -0.029 0.245 -0.663 -0.025 0.582
factor(worker_id)80 100 0 -0.021 0.249 -0.887 0.020 0.498
factor(worker_id)81 100 0 0.005 0.294 -0.710 0.024 0.682
factor(worker_id)82 100 0 0.013 0.250 -0.549 0.040 0.610
factor(worker_id)83 100 0 -0.020 0.247 -0.606 -0.025 0.514
factor(worker_id)84 100 0 -0.011 0.259 -0.895 0.024 0.584
factor(worker_id)85 100 0 -0.027 0.240 -0.624 -0.001 0.658
factor(worker_id)86 100 0 -0.020 0.240 -0.649 0.016 0.604
factor(worker_id)87 100 0 0.014 0.255 -0.582 0.021 0.844
factor(worker_id)88 100 0 -0.015 0.239 -0.820 -0.016 0.577
factor(worker_id)89 100 0 -0.012 0.278 -0.710 0.006 0.590
factor(worker_id)90 100 0 0.011 0.248 -0.727 0.001 0.535
factor(worker_id)91 100 0 -0.022 0.268 -0.608 -0.034 0.575
factor(worker_id)92 100 0 -0.008 0.223 -0.539 0.001 0.454
factor(worker_id)93 100 0 -0.007 0.248 -0.582 -0.025 0.622
factor(worker_id)94 100 0 -0.005 0.256 -0.729 -0.028 0.717
factor(worker_id)95 100 0 0.034 0.260 -0.582 0.027 0.661
factor(worker_id)96 100 0 0.022 0.252 -0.707 0.004 0.810
factor(worker_id)97 100 0 -0.029 0.216 -0.466 -0.014 0.507
factor(worker_id)98 100 0 0.005 0.266 -0.741 0.058 0.558
factor(worker_id)99 100 0 0.006 0.241 -0.557 0.004 0.681
factor(worker_id)100 100 0 -0.017 0.256 -0.800 -0.032 0.864
factor(category_id)2 100 0 0.036 0.266 -0.607 0.057 0.626
factor(worker_id)2:factor(category_id)2 100 0 -0.024 0.357 -0.861 -0.009 1.026
factor(worker_id)3:factor(category_id)2 100 0 0.010 0.385 -1.015 0.030 0.787
factor(worker_id)4:factor(category_id)2 100 0 -0.048 0.371 -0.844 -0.014 0.849
factor(worker_id)5:factor(category_id)2 100 0 -0.025 0.318 -0.989 -0.053 0.880
factor(worker_id)6:factor(category_id)2 100 0 -0.072 0.390 -0.838 -0.073 1.144
factor(worker_id)7:factor(category_id)2 100 0 -0.044 0.350 -0.996 -0.030 0.745
factor(worker_id)8:factor(category_id)2 100 0 -0.016 0.350 -0.912 -0.041 0.836
factor(worker_id)9:factor(category_id)2 100 0 -0.026 0.354 -0.930 -0.008 1.165
factor(worker_id)10:factor(category_id)2 100 0 -0.040 0.345 -0.954 -0.042 1.028
factor(worker_id)11:factor(category_id)2 100 0 -0.058 0.392 -1.089 -0.069 0.930
factor(worker_id)12:factor(category_id)2 100 0 0.015 0.361 -0.874 -0.028 0.842
factor(worker_id)13:factor(category_id)2 100 0 -0.020 0.364 -1.060 0.006 0.655
factor(worker_id)14:factor(category_id)2 100 0 -0.022 0.356 -0.920 -0.048 0.801
factor(worker_id)15:factor(category_id)2 100 0 -0.083 0.362 -0.915 -0.088 0.919
factor(worker_id)16:factor(category_id)2 100 0 0.004 0.363 -0.806 0.009 0.898
factor(worker_id)17:factor(category_id)2 100 0 -0.005 0.400 -0.887 -0.016 0.954
factor(worker_id)18:factor(category_id)2 100 0 -0.038 0.360 -0.899 -0.034 1.033
factor(worker_id)19:factor(category_id)2 100 0 -0.047 0.376 -0.961 -0.001 0.837
factor(worker_id)20:factor(category_id)2 100 0 -0.078 0.381 -1.117 -0.084 0.817
factor(worker_id)21:factor(category_id)2 100 0 -0.006 0.358 -0.894 -0.024 0.882
factor(worker_id)22:factor(category_id)2 100 0 -0.041 0.312 -0.747 -0.013 0.802
factor(worker_id)23:factor(category_id)2 100 0 -0.012 0.383 -0.854 0.011 0.894
factor(worker_id)24:factor(category_id)2 100 0 -0.050 0.376 -0.934 -0.051 0.969
factor(worker_id)25:factor(category_id)2 100 0 -0.075 0.397 -1.121 -0.092 1.014
factor(worker_id)26:factor(category_id)2 100 0 -0.052 0.389 -0.927 -0.007 0.912
factor(worker_id)27:factor(category_id)2 100 0 0.001 0.359 -0.834 0.013 0.682
factor(worker_id)28:factor(category_id)2 100 0 -0.074 0.346 -0.910 -0.103 0.596
factor(worker_id)29:factor(category_id)2 100 0 -0.049 0.380 -0.954 -0.075 0.833
factor(worker_id)30:factor(category_id)2 100 0 -0.024 0.371 -0.761 0.017 0.769
factor(worker_id)31:factor(category_id)2 100 0 -0.003 0.373 -1.074 0.031 0.936
factor(worker_id)32:factor(category_id)2 100 0 -0.016 0.333 -0.940 0.062 0.582
factor(worker_id)33:factor(category_id)2 100 0 -0.029 0.322 -0.763 -0.030 0.755
factor(worker_id)34:factor(category_id)2 100 0 0.017 0.358 -0.828 0.048 1.009
factor(worker_id)35:factor(category_id)2 100 0 -0.010 0.396 -0.882 -0.025 0.873
factor(worker_id)36:factor(category_id)2 100 0 -0.029 0.373 -0.969 -0.021 0.978
factor(worker_id)37:factor(category_id)2 100 0 -0.029 0.322 -0.688 -0.029 0.913
factor(worker_id)38:factor(category_id)2 100 0 -0.023 0.382 -0.889 -0.085 0.885
factor(worker_id)39:factor(category_id)2 100 0 0.035 0.398 -0.820 0.007 0.961
factor(worker_id)40:factor(category_id)2 100 0 -0.054 0.386 -1.068 -0.119 1.093
factor(worker_id)41:factor(category_id)2 100 0 0.014 0.408 -1.389 0.010 1.113
factor(worker_id)42:factor(category_id)2 100 0 -0.039 0.372 -0.809 -0.061 0.901
factor(worker_id)43:factor(category_id)2 100 0 -0.016 0.394 -1.050 -0.047 0.832
factor(worker_id)44:factor(category_id)2 100 0 -0.034 0.368 -0.754 -0.020 0.974
factor(worker_id)45:factor(category_id)2 100 0 -0.045 0.367 -0.813 -0.022 1.155
factor(worker_id)46:factor(category_id)2 100 0 -0.028 0.361 -0.760 -0.034 0.733
factor(worker_id)47:factor(category_id)2 100 0 -0.024 0.372 -0.802 0.028 0.834
factor(worker_id)48:factor(category_id)2 100 0 -0.071 0.366 -1.076 -0.074 0.722
factor(worker_id)49:factor(category_id)2 100 0 -0.030 0.380 -0.851 0.007 0.817
factor(worker_id)50:factor(category_id)2 100 0 -0.057 0.377 -0.933 -0.086 0.933
factor(worker_id)51:factor(category_id)2 100 0 -0.045 0.364 -0.844 -0.092 0.873
factor(worker_id)52:factor(category_id)2 100 0 0.012 0.340 -0.704 0.028 0.889
factor(worker_id)53:factor(category_id)2 100 0 -0.039 0.333 -1.008 0.011 0.790
factor(worker_id)54:factor(category_id)2 100 0 -0.060 0.411 -1.012 -0.062 0.867
factor(worker_id)55:factor(category_id)2 100 0 -0.032 0.348 -0.848 -0.017 0.736
factor(worker_id)56:factor(category_id)2 100 0 -0.044 0.357 -0.732 -0.017 0.837
factor(worker_id)57:factor(category_id)2 100 0 0.010 0.358 -0.874 -0.014 1.041
factor(worker_id)58:factor(category_id)2 100 0 -0.031 0.371 -0.933 -0.057 0.924
factor(worker_id)59:factor(category_id)2 100 0 -0.027 0.417 -1.080 -0.069 1.028
factor(worker_id)60:factor(category_id)2 100 0 -0.025 0.365 -0.962 -0.012 0.900
factor(worker_id)61:factor(category_id)2 100 0 -0.032 0.333 -0.934 -0.001 0.757
factor(worker_id)62:factor(category_id)2 100 0 -0.046 0.352 -0.829 -0.058 0.795
factor(worker_id)63:factor(category_id)2 100 0 -0.026 0.336 -0.847 -0.052 0.775
factor(worker_id)64:factor(category_id)2 100 0 -0.022 0.363 -0.882 -0.073 0.865
factor(worker_id)65:factor(category_id)2 100 0 -0.015 0.384 -1.041 -0.020 0.998
factor(worker_id)66:factor(category_id)2 100 0 0.000 0.340 -0.799 0.047 0.851
factor(worker_id)67:factor(category_id)2 100 0 -0.041 0.381 -0.973 -0.015 0.931
factor(worker_id)68:factor(category_id)2 100 0 -0.008 0.367 -0.803 -0.026 1.029
factor(worker_id)69:factor(category_id)2 100 0 -0.039 0.410 -1.028 -0.041 1.151
factor(worker_id)70:factor(category_id)2 100 0 -0.053 0.339 -0.813 -0.059 0.895
factor(worker_id)71:factor(category_id)2 100 0 -0.061 0.362 -0.810 -0.066 0.961
factor(worker_id)72:factor(category_id)2 100 0 -0.044 0.363 -0.883 -0.065 0.847
factor(worker_id)73:factor(category_id)2 100 0 -0.036 0.357 -0.825 -0.098 0.788
factor(worker_id)74:factor(category_id)2 100 0 -0.022 0.347 -0.750 -0.031 0.823
factor(worker_id)75:factor(category_id)2 100 0 -0.030 0.362 -1.068 -0.046 0.708
factor(worker_id)76:factor(category_id)2 100 0 -0.075 0.420 -0.898 -0.088 1.067
factor(worker_id)77:factor(category_id)2 100 0 -0.042 0.344 -0.772 -0.057 0.711
factor(worker_id)78:factor(category_id)2 100 0 -0.015 0.407 -0.877 -0.027 0.940
factor(worker_id)79:factor(category_id)2 100 0 0.000 0.359 -0.961 0.016 0.901
factor(worker_id)80:factor(category_id)2 100 0 -0.039 0.344 -0.950 -0.088 0.873
factor(worker_id)81:factor(category_id)2 100 0 -0.054 0.439 -1.011 -0.051 1.072
factor(worker_id)82:factor(category_id)2 100 0 -0.022 0.363 -0.895 -0.032 0.965
factor(worker_id)83:factor(category_id)2 100 0 0.013 0.380 -0.740 -0.021 0.848
factor(worker_id)84:factor(category_id)2 100 0 -0.048 0.398 -1.021 -0.038 0.808
factor(worker_id)85:factor(category_id)2 100 0 -0.013 0.340 -0.862 0.024 0.998
factor(worker_id)86:factor(category_id)2 100 0 -0.014 0.378 -0.906 -0.014 1.070
factor(worker_id)87:factor(category_id)2 100 0 -0.059 0.369 -0.946 -0.085 0.923
factor(worker_id)88:factor(category_id)2 100 0 -0.041 0.333 -0.853 -0.052 0.729
factor(worker_id)89:factor(category_id)2 100 0 -0.030 0.391 -1.001 0.001 0.866
factor(worker_id)90:factor(category_id)2 100 0 -0.065 0.363 -0.985 -0.065 0.991
factor(worker_id)91:factor(category_id)2 100 0 -0.008 0.398 -0.995 -0.072 0.951
factor(worker_id)92:factor(category_id)2 100 0 -0.032 0.346 -0.747 -0.064 0.981
factor(worker_id)93:factor(category_id)2 100 0 -0.049 0.395 -1.024 -0.029 0.979
factor(worker_id)94:factor(category_id)2 100 0 -0.054 0.337 -0.886 -0.062 0.771
factor(worker_id)95:factor(category_id)2 100 0 -0.050 0.370 -1.369 -0.008 0.802
factor(worker_id)96:factor(category_id)2 100 0 -0.094 0.387 -1.255 -0.129 0.624
factor(worker_id)97:factor(category_id)2 100 0 -0.016 0.338 -0.639 -0.026 0.881
factor(worker_id)98:factor(category_id)2 100 0 -0.056 0.401 -0.985 -0.078 0.894
factor(worker_id)99:factor(category_id)2 100 0 -0.021 0.365 -1.027 -0.028 1.010
factor(worker_id)100:factor(category_id)2 100 0 -0.020 0.407 -1.127 -0.034 0.954

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(worker_id)31 1
factor(worker_id)32 1
factor(worker_id)33 1
factor(worker_id)34 1
factor(worker_id)35 1
factor(worker_id)36 1
factor(worker_id)37 1
factor(worker_id)38 1
factor(worker_id)39 1
factor(worker_id)40 1
factor(worker_id)41 1
factor(worker_id)42 1
factor(worker_id)43 1
factor(worker_id)44 1
factor(worker_id)45 1
factor(worker_id)46 1
factor(worker_id)47 1
factor(worker_id)48 1
factor(worker_id)49 1
factor(worker_id)50 1
factor(worker_id)51 1
factor(worker_id)52 1
factor(worker_id)53 1
factor(worker_id)54 1
factor(worker_id)55 1
factor(worker_id)56 1
factor(worker_id)57 1
factor(worker_id)58 1
factor(worker_id)59 1
factor(worker_id)60 1
factor(worker_id)61 1
factor(worker_id)62 1
factor(worker_id)63 1
factor(worker_id)64 1
factor(worker_id)65 1
factor(worker_id)66 1
factor(worker_id)67 1
factor(worker_id)68 1
factor(worker_id)69 1
factor(worker_id)70 1
factor(worker_id)71 1
factor(worker_id)72 1
factor(worker_id)73 1
factor(worker_id)74 1
factor(worker_id)75 1
factor(worker_id)76 1
factor(worker_id)77 1
factor(worker_id)78 1
factor(worker_id)79 1
factor(worker_id)80 1
factor(worker_id)81 1
factor(worker_id)82 1
factor(worker_id)83 1
factor(worker_id)84 1
factor(worker_id)85 1
factor(worker_id)86 1
factor(worker_id)87 1
factor(worker_id)88 1
factor(worker_id)89 1
factor(worker_id)90 1
factor(worker_id)91 1
factor(worker_id)92 1
factor(worker_id)93 1
factor(worker_id)94 1
factor(worker_id)95 1
factor(worker_id)96 1
factor(worker_id)97 1
factor(worker_id)98 1
factor(worker_id)99 1
factor(worker_id)100 1
factor(category_id)2 0.79
factor(worker_id)2:factor(category_id)2 0.05
factor(worker_id)3:factor(category_id)2 0.93
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0.06
factor(worker_id)6:factor(category_id)2 1
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0.03
factor(worker_id)10:factor(category_id)2 0.58
factor(worker_id)11:factor(category_id)2 0.47
factor(worker_id)12:factor(category_id)2 0.27
factor(worker_id)13:factor(category_id)2 0.99
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 1
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 0.06
factor(worker_id)18:factor(category_id)2 1
factor(worker_id)19:factor(category_id)2 0.66
factor(worker_id)20:factor(category_id)2 0.99
factor(worker_id)21:factor(category_id)2 0.45
factor(worker_id)22:factor(category_id)2 0
factor(worker_id)23:factor(category_id)2 0.91
factor(worker_id)24:factor(category_id)2 0
factor(worker_id)25:factor(category_id)2 1
factor(worker_id)26:factor(category_id)2 0.96
factor(worker_id)27:factor(category_id)2 1
factor(worker_id)28:factor(category_id)2 0.43
factor(worker_id)29:factor(category_id)2 0.49
factor(worker_id)30:factor(category_id)2 0
factor(worker_id)31:factor(category_id)2 1
factor(worker_id)32:factor(category_id)2 0
factor(worker_id)33:factor(category_id)2 0
factor(worker_id)34:factor(category_id)2 0
factor(worker_id)35:factor(category_id)2 0
factor(worker_id)36:factor(category_id)2 0.43
factor(worker_id)37:factor(category_id)2 0.96
factor(worker_id)38:factor(category_id)2 0
factor(worker_id)39:factor(category_id)2 0
factor(worker_id)40:factor(category_id)2 0.04
factor(worker_id)41:factor(category_id)2 0.99
factor(worker_id)42:factor(category_id)2 0
factor(worker_id)43:factor(category_id)2 0.2
factor(worker_id)44:factor(category_id)2 0
factor(worker_id)45:factor(category_id)2 1
factor(worker_id)46:factor(category_id)2 0
factor(worker_id)47:factor(category_id)2 1
factor(worker_id)48:factor(category_id)2 0.83
factor(worker_id)49:factor(category_id)2 0.84
factor(worker_id)50:factor(category_id)2 0
factor(worker_id)51:factor(category_id)2 0.5
factor(worker_id)52:factor(category_id)2 1
factor(worker_id)53:factor(category_id)2 1
factor(worker_id)54:factor(category_id)2 1
factor(worker_id)55:factor(category_id)2 0
factor(worker_id)56:factor(category_id)2 0.03
factor(worker_id)57:factor(category_id)2 0.94
factor(worker_id)58:factor(category_id)2 0
factor(worker_id)59:factor(category_id)2 0.87
factor(worker_id)60:factor(category_id)2 0
factor(worker_id)61:factor(category_id)2 0.26
factor(worker_id)62:factor(category_id)2 0.33
factor(worker_id)63:factor(category_id)2 1
factor(worker_id)64:factor(category_id)2 0
factor(worker_id)65:factor(category_id)2 1
factor(worker_id)66:factor(category_id)2 0
factor(worker_id)67:factor(category_id)2 0.49
factor(worker_id)68:factor(category_id)2 0.36
factor(worker_id)69:factor(category_id)2 1
factor(worker_id)70:factor(category_id)2 0.01
factor(worker_id)71:factor(category_id)2 0
factor(worker_id)72:factor(category_id)2 0.99
factor(worker_id)73:factor(category_id)2 0.73
factor(worker_id)74:factor(category_id)2 0.7
factor(worker_id)75:factor(category_id)2 0.81
factor(worker_id)76:factor(category_id)2 1
factor(worker_id)77:factor(category_id)2 0.98
factor(worker_id)78:factor(category_id)2 0
factor(worker_id)79:factor(category_id)2 1
factor(worker_id)80:factor(category_id)2 1
factor(worker_id)81:factor(category_id)2 0.67
factor(worker_id)82:factor(category_id)2 0
factor(worker_id)83:factor(category_id)2 0.11
factor(worker_id)84:factor(category_id)2 0
factor(worker_id)85:factor(category_id)2 1
factor(worker_id)86:factor(category_id)2 0
factor(worker_id)87:factor(category_id)2 0.05
factor(worker_id)88:factor(category_id)2 0
factor(worker_id)89:factor(category_id)2 0
factor(worker_id)90:factor(category_id)2 0.74
factor(worker_id)91:factor(category_id)2 0
factor(worker_id)92:factor(category_id)2 0
factor(worker_id)93:factor(category_id)2 0
factor(worker_id)94:factor(category_id)2 0
factor(worker_id)95:factor(category_id)2 0.99
factor(worker_id)96:factor(category_id)2 1
factor(worker_id)97:factor(category_id)2 0
factor(worker_id)98:factor(category_id)2 0.02
factor(worker_id)99:factor(category_id)2 1
factor(worker_id)100:factor(category_id)2 1

Significant match effect number = 36 out of 99

num_process = 40, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.022 0.164 -0.327 0.022 0.349
factor(worker_id)2 100 0 -0.020 0.239 -0.555 0.013 0.543
factor(worker_id)3 100 0 -0.013 0.224 -0.519 0.003 0.448
factor(worker_id)4 100 0 -0.005 0.230 -0.580 -0.036 0.445
factor(worker_id)5 100 0 -0.019 0.231 -0.446 -0.051 0.508
factor(worker_id)6 100 0 -0.031 0.223 -0.517 -0.017 0.535
factor(worker_id)7 100 0 -0.040 0.220 -0.531 -0.066 0.550
factor(worker_id)8 100 0 0.017 0.240 -0.483 -0.002 0.465
factor(worker_id)9 100 0 -0.016 0.233 -0.644 -0.014 0.594
factor(worker_id)10 100 0 -0.007 0.222 -0.641 -0.011 0.430
factor(worker_id)11 100 0 -0.023 0.229 -0.510 -0.042 0.498
factor(worker_id)12 100 0 -0.052 0.207 -0.593 -0.053 0.566
factor(worker_id)13 100 0 -0.022 0.260 -0.553 -0.049 0.579
factor(worker_id)14 100 0 -0.016 0.217 -0.562 -0.020 0.595
factor(worker_id)15 100 0 -0.062 0.217 -0.469 -0.071 0.404
factor(worker_id)16 100 0 -0.006 0.242 -0.568 -0.025 0.576
factor(worker_id)17 100 0 -0.020 0.245 -0.565 -0.011 0.482
factor(worker_id)18 100 0 -0.048 0.233 -0.572 -0.089 0.748
factor(worker_id)19 100 0 -0.006 0.226 -0.781 -0.001 0.406
factor(worker_id)20 100 0 -0.025 0.232 -0.555 -0.023 0.490
factor(worker_id)21 100 0 -0.008 0.228 -0.651 0.022 0.616
factor(worker_id)22 100 0 0.000 0.241 -0.523 0.009 0.609
factor(worker_id)23 100 0 -0.033 0.223 -0.582 -0.013 0.572
factor(worker_id)24 100 0 -0.009 0.244 -0.464 -0.008 0.755
factor(worker_id)25 100 0 -0.035 0.232 -0.646 -0.029 0.691
factor(worker_id)26 100 0 -0.030 0.237 -0.535 -0.032 0.420
factor(worker_id)27 100 0 -0.026 0.270 -0.664 -0.056 0.570
factor(worker_id)28 100 0 -0.012 0.219 -0.437 -0.011 0.534
factor(worker_id)29 100 0 -0.018 0.200 -0.602 -0.012 0.632
factor(worker_id)30 100 0 -0.040 0.257 -0.644 -0.045 0.540
factor(worker_id)31 100 0 -0.035 0.223 -0.589 -0.037 0.457
factor(worker_id)32 100 0 -0.020 0.243 -0.559 0.022 0.672
factor(worker_id)33 100 0 -0.032 0.240 -0.810 -0.059 0.552
factor(worker_id)34 100 0 -0.004 0.222 -0.512 0.012 0.456
factor(worker_id)35 100 0 -0.017 0.229 -0.560 -0.029 0.514
factor(worker_id)36 100 0 -0.006 0.224 -0.635 0.001 0.533
factor(worker_id)37 100 0 0.007 0.227 -0.474 0.000 0.669
factor(worker_id)38 100 0 -0.010 0.226 -0.587 -0.035 0.573
factor(worker_id)39 100 0 -0.025 0.232 -0.537 -0.004 0.470
factor(worker_id)40 100 0 -0.031 0.209 -0.499 -0.029 0.420
factor(worker_id)41 100 0 -0.035 0.257 -0.642 -0.018 0.566
factor(worker_id)42 100 0 -0.029 0.221 -0.644 -0.055 0.425
factor(worker_id)43 100 0 -0.034 0.199 -0.550 -0.020 0.439
factor(worker_id)44 100 0 -0.031 0.229 -0.524 -0.048 0.586
factor(worker_id)45 100 0 -0.031 0.213 -0.475 -0.011 0.410
factor(worker_id)46 100 0 -0.042 0.213 -0.578 -0.013 0.464
factor(worker_id)47 100 0 -0.022 0.224 -0.578 -0.002 0.515
factor(worker_id)48 100 0 -0.024 0.218 -0.550 -0.033 0.530
factor(worker_id)49 100 0 -0.024 0.222 -0.726 -0.023 0.476
factor(worker_id)50 100 0 -0.061 0.240 -0.728 -0.059 0.465
factor(worker_id)51 100 0 -0.007 0.237 -0.577 -0.022 0.776
factor(worker_id)52 100 0 -0.028 0.211 -0.446 -0.037 0.506
factor(worker_id)53 100 0 -0.036 0.215 -0.525 -0.030 0.600
factor(worker_id)54 100 0 -0.024 0.231 -0.514 -0.019 0.461
factor(worker_id)55 100 0 0.001 0.198 -0.497 0.015 0.500
factor(worker_id)56 100 0 0.005 0.217 -0.503 -0.011 0.557
factor(worker_id)57 100 0 -0.020 0.240 -0.599 -0.033 0.549
factor(worker_id)58 100 0 -0.039 0.206 -0.516 -0.044 0.569
factor(worker_id)59 100 0 -0.024 0.225 -0.465 -0.006 0.671
factor(worker_id)60 100 0 -0.005 0.235 -0.611 -0.021 0.718
factor(worker_id)61 100 0 -0.010 0.275 -0.636 -0.021 0.699
factor(worker_id)62 100 0 -0.014 0.229 -0.573 -0.043 0.480
factor(worker_id)63 100 0 -0.017 0.221 -0.472 -0.021 0.520
factor(worker_id)64 100 0 -0.015 0.237 -0.652 -0.010 0.503
factor(worker_id)65 100 0 -0.050 0.191 -0.483 -0.043 0.342
factor(worker_id)66 100 0 -0.025 0.225 -0.551 -0.030 0.514
factor(worker_id)67 100 0 -0.009 0.254 -0.593 -0.009 0.620
factor(worker_id)68 100 0 -0.028 0.237 -0.585 -0.026 0.631
factor(worker_id)69 100 0 -0.005 0.221 -0.544 -0.019 0.430
factor(worker_id)70 100 0 -0.032 0.261 -0.602 -0.050 0.616
factor(worker_id)71 100 0 -0.006 0.237 -0.525 0.003 0.504
factor(worker_id)72 100 0 -0.035 0.206 -0.480 -0.048 0.460
factor(worker_id)73 100 0 -0.011 0.207 -0.406 -0.006 0.476
factor(worker_id)74 100 0 -0.030 0.231 -0.679 -0.043 0.566
factor(worker_id)75 100 0 -0.037 0.235 -0.528 -0.059 0.639
factor(worker_id)76 100 0 -0.023 0.227 -0.488 -0.021 0.520
factor(worker_id)77 100 0 -0.002 0.228 -0.646 0.020 0.590
factor(worker_id)78 100 0 -0.034 0.233 -0.688 -0.043 0.501
factor(worker_id)79 100 0 -0.035 0.225 -0.649 -0.057 0.610
factor(worker_id)80 100 0 -0.037 0.229 -0.527 -0.036 0.586
factor(worker_id)81 100 0 -0.022 0.222 -0.489 -0.036 0.442
factor(worker_id)82 100 0 -0.026 0.204 -0.494 -0.023 0.427
factor(worker_id)83 100 0 -0.010 0.215 -0.520 0.020 0.555
factor(worker_id)84 100 0 -0.017 0.243 -0.711 0.023 0.588
factor(worker_id)85 100 0 -0.018 0.219 -0.494 -0.023 0.595
factor(worker_id)86 100 0 -0.023 0.217 -0.559 -0.019 0.422
factor(worker_id)87 100 0 -0.010 0.228 -0.652 -0.007 0.546
factor(worker_id)88 100 0 -0.008 0.231 -0.574 -0.008 0.604
factor(worker_id)89 100 0 -0.022 0.212 -0.531 -0.043 0.440
factor(worker_id)90 100 0 -0.009 0.236 -0.647 -0.006 0.576
factor(worker_id)91 100 0 -0.023 0.265 -0.634 -0.005 0.685
factor(worker_id)92 100 0 -0.020 0.227 -0.624 -0.055 0.742
factor(worker_id)93 100 0 -0.001 0.238 -0.542 0.005 0.510
factor(worker_id)94 100 0 -0.020 0.219 -0.539 -0.039 0.538
factor(worker_id)95 100 0 -0.035 0.239 -0.599 -0.031 0.438
factor(worker_id)96 100 0 -0.035 0.247 -0.711 0.005 0.399
factor(worker_id)97 100 0 0.015 0.238 -0.554 0.023 0.534
factor(worker_id)98 100 0 -0.020 0.223 -0.460 -0.047 0.580
factor(worker_id)99 100 0 -0.008 0.232 -0.497 0.013 0.545
factor(worker_id)100 100 0 -0.016 0.223 -0.414 -0.015 0.485
factor(category_id)2 100 0 -0.024 0.229 -0.524 -0.032 0.495
factor(worker_id)2:factor(category_id)2 100 0 0.037 0.321 -0.814 0.076 0.927
factor(worker_id)3:factor(category_id)2 100 0 0.001 0.340 -0.746 0.016 0.790
factor(worker_id)4:factor(category_id)2 100 0 0.012 0.325 -0.910 0.059 0.750
factor(worker_id)5:factor(category_id)2 100 0 0.043 0.345 -0.830 0.001 0.973
factor(worker_id)6:factor(category_id)2 100 0 0.048 0.346 -0.842 0.055 0.838
factor(worker_id)7:factor(category_id)2 100 0 0.057 0.288 -0.580 0.048 0.725
factor(worker_id)8:factor(category_id)2 100 0 -0.026 0.336 -0.778 -0.008 1.149
factor(worker_id)9:factor(category_id)2 100 0 0.040 0.321 -0.645 0.030 0.989
factor(worker_id)10:factor(category_id)2 100 0 0.003 0.341 -0.778 -0.010 0.743
factor(worker_id)11:factor(category_id)2 100 0 0.025 0.327 -0.747 0.029 0.853
factor(worker_id)12:factor(category_id)2 100 0 0.044 0.271 -0.735 0.081 1.051
factor(worker_id)13:factor(category_id)2 100 0 -0.004 0.336 -0.784 0.011 0.741
factor(worker_id)14:factor(category_id)2 100 0 0.025 0.324 -0.681 -0.020 0.826
factor(worker_id)15:factor(category_id)2 100 0 0.084 0.317 -0.737 0.052 1.104
factor(worker_id)16:factor(category_id)2 100 0 0.019 0.328 -0.741 0.060 0.769
factor(worker_id)17:factor(category_id)2 100 0 0.014 0.325 -0.891 0.006 0.879
factor(worker_id)18:factor(category_id)2 100 0 0.056 0.311 -0.687 0.070 0.796
factor(worker_id)19:factor(category_id)2 100 0 0.027 0.298 -0.700 0.034 0.759
factor(worker_id)20:factor(category_id)2 100 0 0.032 0.291 -0.920 0.042 0.711
factor(worker_id)21:factor(category_id)2 100 0 0.026 0.298 -0.617 0.056 0.921
factor(worker_id)22:factor(category_id)2 100 0 -0.002 0.314 -0.756 -0.002 0.803
factor(worker_id)23:factor(category_id)2 100 0 0.065 0.333 -0.913 0.122 0.800
factor(worker_id)24:factor(category_id)2 100 0 -0.001 0.330 -0.759 -0.002 0.672
factor(worker_id)25:factor(category_id)2 100 0 0.035 0.380 -0.858 0.025 1.298
factor(worker_id)26:factor(category_id)2 100 0 0.007 0.317 -0.695 0.010 0.674
factor(worker_id)27:factor(category_id)2 100 0 0.014 0.355 -0.801 0.016 0.786
factor(worker_id)28:factor(category_id)2 100 0 0.004 0.319 -0.845 0.031 0.643
factor(worker_id)29:factor(category_id)2 100 0 0.025 0.327 -0.644 -0.007 0.853
factor(worker_id)30:factor(category_id)2 100 0 0.034 0.321 -0.810 0.035 0.863
factor(worker_id)31:factor(category_id)2 100 0 0.069 0.341 -0.717 0.121 0.834
factor(worker_id)32:factor(category_id)2 100 0 0.033 0.314 -0.514 0.021 0.810
factor(worker_id)33:factor(category_id)2 100 0 0.021 0.332 -0.689 -0.026 1.210
factor(worker_id)34:factor(category_id)2 100 0 0.013 0.320 -0.628 0.053 0.716
factor(worker_id)35:factor(category_id)2 100 0 0.014 0.302 -0.601 0.008 0.742
factor(worker_id)36:factor(category_id)2 100 0 0.028 0.302 -0.923 0.016 0.696
factor(worker_id)37:factor(category_id)2 100 0 -0.014 0.314 -0.787 -0.035 0.750
factor(worker_id)38:factor(category_id)2 100 0 0.035 0.330 -0.796 0.061 0.864
factor(worker_id)39:factor(category_id)2 100 0 0.045 0.329 -0.607 0.012 0.897
factor(worker_id)40:factor(category_id)2 100 0 0.033 0.305 -0.609 -0.003 0.636
factor(worker_id)41:factor(category_id)2 100 0 0.042 0.296 -0.677 0.062 0.716
factor(worker_id)42:factor(category_id)2 100 0 0.019 0.318 -0.975 0.014 0.799
factor(worker_id)43:factor(category_id)2 100 0 0.027 0.299 -0.752 -0.018 0.721
factor(worker_id)44:factor(category_id)2 100 0 0.016 0.310 -0.787 0.012 0.900
factor(worker_id)45:factor(category_id)2 100 0 0.031 0.322 -0.705 0.034 0.846
factor(worker_id)46:factor(category_id)2 100 0 0.048 0.302 -0.757 0.078 0.784
factor(worker_id)47:factor(category_id)2 100 0 0.032 0.327 -0.994 0.034 0.964
factor(worker_id)48:factor(category_id)2 100 0 0.031 0.332 -0.620 0.036 0.901
factor(worker_id)49:factor(category_id)2 100 0 0.026 0.297 -0.656 0.031 0.849
factor(worker_id)50:factor(category_id)2 100 0 0.077 0.311 -0.743 0.087 0.760
factor(worker_id)51:factor(category_id)2 100 0 0.003 0.350 -1.165 0.003 0.809
factor(worker_id)52:factor(category_id)2 100 0 0.036 0.318 -0.762 0.045 0.905
factor(worker_id)53:factor(category_id)2 100 0 0.028 0.300 -0.792 0.069 0.909
factor(worker_id)54:factor(category_id)2 100 0 0.039 0.304 -0.669 0.040 0.831
factor(worker_id)55:factor(category_id)2 100 0 -0.012 0.312 -0.575 -0.021 0.829
factor(worker_id)56:factor(category_id)2 100 0 -0.010 0.311 -0.690 -0.032 0.738
factor(worker_id)57:factor(category_id)2 100 0 0.017 0.321 -0.813 0.037 0.792
factor(worker_id)58:factor(category_id)2 100 0 0.030 0.321 -0.761 0.064 0.707
factor(worker_id)59:factor(category_id)2 100 0 0.003 0.309 -1.028 0.014 0.637
factor(worker_id)60:factor(category_id)2 100 0 0.005 0.305 -0.815 -0.002 0.649
factor(worker_id)61:factor(category_id)2 100 0 0.030 0.352 -0.853 0.030 0.929
factor(worker_id)62:factor(category_id)2 100 0 0.027 0.306 -0.567 0.011 0.773
factor(worker_id)63:factor(category_id)2 100 0 0.012 0.291 -0.638 0.023 0.622
factor(worker_id)64:factor(category_id)2 100 0 0.042 0.325 -0.764 0.055 0.721
factor(worker_id)65:factor(category_id)2 100 0 0.037 0.323 -0.719 0.015 0.800
factor(worker_id)66:factor(category_id)2 100 0 0.023 0.305 -0.645 0.024 0.631
factor(worker_id)67:factor(category_id)2 100 0 0.023 0.349 -0.977 0.042 0.776
factor(worker_id)68:factor(category_id)2 100 0 0.051 0.324 -0.785 0.050 0.786
factor(worker_id)69:factor(category_id)2 100 0 -0.011 0.313 -1.021 -0.013 0.667
factor(worker_id)70:factor(category_id)2 100 0 0.057 0.323 -0.711 0.037 0.892
factor(worker_id)71:factor(category_id)2 100 0 0.018 0.301 -0.867 0.013 0.692
factor(worker_id)72:factor(category_id)2 100 0 0.029 0.321 -0.846 0.073 0.747
factor(worker_id)73:factor(category_id)2 100 0 -0.001 0.329 -0.691 0.022 0.646
factor(worker_id)74:factor(category_id)2 100 0 0.022 0.319 -0.766 0.023 1.003
factor(worker_id)75:factor(category_id)2 100 0 0.037 0.313 -1.054 0.052 0.770
factor(worker_id)76:factor(category_id)2 100 0 0.020 0.335 -0.793 0.031 0.626
factor(worker_id)77:factor(category_id)2 100 0 -0.003 0.350 -0.968 0.006 0.968
factor(worker_id)78:factor(category_id)2 100 0 0.023 0.322 -0.657 0.020 0.807
factor(worker_id)79:factor(category_id)2 100 0 0.069 0.326 -0.649 0.078 0.754
factor(worker_id)80:factor(category_id)2 100 0 0.013 0.274 -0.843 0.006 0.512
factor(worker_id)81:factor(category_id)2 100 0 0.027 0.326 -0.708 0.035 0.832
factor(worker_id)82:factor(category_id)2 100 0 0.039 0.300 -0.612 0.017 0.712
factor(worker_id)83:factor(category_id)2 100 0 -0.004 0.314 -0.834 -0.011 0.700
factor(worker_id)84:factor(category_id)2 100 0 0.016 0.340 -0.748 0.029 0.829
factor(worker_id)85:factor(category_id)2 100 0 0.016 0.295 -0.609 -0.009 0.779
factor(worker_id)86:factor(category_id)2 100 0 0.013 0.309 -0.732 -0.004 0.625
factor(worker_id)87:factor(category_id)2 100 0 0.027 0.319 -0.838 0.003 0.932
factor(worker_id)88:factor(category_id)2 100 0 0.009 0.330 -0.749 0.013 0.722
factor(worker_id)89:factor(category_id)2 100 0 0.027 0.324 -0.942 -0.045 0.840
factor(worker_id)90:factor(category_id)2 100 0 0.009 0.328 -0.896 0.036 0.701
factor(worker_id)91:factor(category_id)2 100 0 0.008 0.360 -0.948 0.030 0.745
factor(worker_id)92:factor(category_id)2 100 0 0.019 0.283 -0.908 -0.014 0.870
factor(worker_id)93:factor(category_id)2 100 0 -0.018 0.334 -0.682 -0.027 0.924
factor(worker_id)94:factor(category_id)2 100 0 -0.003 0.316 -0.607 0.024 0.878
factor(worker_id)95:factor(category_id)2 100 0 0.018 0.313 -0.668 0.007 0.626
factor(worker_id)96:factor(category_id)2 100 0 0.058 0.357 -0.783 0.060 0.893
factor(worker_id)97:factor(category_id)2 100 0 -0.022 0.304 -0.657 -0.014 0.661
factor(worker_id)98:factor(category_id)2 100 0 0.022 0.317 -0.672 0.013 0.677
factor(worker_id)99:factor(category_id)2 100 0 0.010 0.285 -0.715 -0.012 0.788
factor(worker_id)100:factor(category_id)2 100 0 0.008 0.319 -0.687 0.000 0.827

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(worker_id)31 1
factor(worker_id)32 1
factor(worker_id)33 1
factor(worker_id)34 1
factor(worker_id)35 1
factor(worker_id)36 1
factor(worker_id)37 1
factor(worker_id)38 1
factor(worker_id)39 1
factor(worker_id)40 1
factor(worker_id)41 1
factor(worker_id)42 1
factor(worker_id)43 1
factor(worker_id)44 1
factor(worker_id)45 1
factor(worker_id)46 1
factor(worker_id)47 1
factor(worker_id)48 1
factor(worker_id)49 1
factor(worker_id)50 1
factor(worker_id)51 1
factor(worker_id)52 1
factor(worker_id)53 1
factor(worker_id)54 1
factor(worker_id)55 1
factor(worker_id)56 1
factor(worker_id)57 1
factor(worker_id)58 1
factor(worker_id)59 1
factor(worker_id)60 1
factor(worker_id)61 1
factor(worker_id)62 1
factor(worker_id)63 1
factor(worker_id)64 1
factor(worker_id)65 1
factor(worker_id)66 1
factor(worker_id)67 1
factor(worker_id)68 1
factor(worker_id)69 1
factor(worker_id)70 1
factor(worker_id)71 1
factor(worker_id)72 1
factor(worker_id)73 1
factor(worker_id)74 1
factor(worker_id)75 1
factor(worker_id)76 1
factor(worker_id)77 1
factor(worker_id)78 1
factor(worker_id)79 1
factor(worker_id)80 1
factor(worker_id)81 1
factor(worker_id)82 1
factor(worker_id)83 1
factor(worker_id)84 1
factor(worker_id)85 1
factor(worker_id)86 1
factor(worker_id)87 1
factor(worker_id)88 1
factor(worker_id)89 1
factor(worker_id)90 1
factor(worker_id)91 1
factor(worker_id)92 1
factor(worker_id)93 1
factor(worker_id)94 1
factor(worker_id)95 1
factor(worker_id)96 1
factor(worker_id)97 1
factor(worker_id)98 1
factor(worker_id)99 1
factor(worker_id)100 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 0.76
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0.53
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0.84
factor(worker_id)8:factor(category_id)2 0.02
factor(worker_id)9:factor(category_id)2 0.31
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 0.99
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 0.99
factor(worker_id)15:factor(category_id)2 1
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0.82
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 0
factor(worker_id)21:factor(category_id)2 0
factor(worker_id)22:factor(category_id)2 0
factor(worker_id)23:factor(category_id)2 0.02
factor(worker_id)24:factor(category_id)2 0
factor(worker_id)25:factor(category_id)2 1
factor(worker_id)26:factor(category_id)2 1
factor(worker_id)27:factor(category_id)2 0.01
factor(worker_id)28:factor(category_id)2 0
factor(worker_id)29:factor(category_id)2 0.46
factor(worker_id)30:factor(category_id)2 0.79
factor(worker_id)31:factor(category_id)2 0.93
factor(worker_id)32:factor(category_id)2 0.78
factor(worker_id)33:factor(category_id)2 0.71
factor(worker_id)34:factor(category_id)2 1
factor(worker_id)35:factor(category_id)2 0
factor(worker_id)36:factor(category_id)2 0
factor(worker_id)37:factor(category_id)2 0.87
factor(worker_id)38:factor(category_id)2 0.15
factor(worker_id)39:factor(category_id)2 1
factor(worker_id)40:factor(category_id)2 0
factor(worker_id)41:factor(category_id)2 0
factor(worker_id)42:factor(category_id)2 0
factor(worker_id)43:factor(category_id)2 0
factor(worker_id)44:factor(category_id)2 0
factor(worker_id)45:factor(category_id)2 0
factor(worker_id)46:factor(category_id)2 0
factor(worker_id)47:factor(category_id)2 0.47
factor(worker_id)48:factor(category_id)2 0.11
factor(worker_id)49:factor(category_id)2 0
factor(worker_id)50:factor(category_id)2 1
factor(worker_id)51:factor(category_id)2 0.14
factor(worker_id)52:factor(category_id)2 0.1
factor(worker_id)53:factor(category_id)2 0.04
factor(worker_id)54:factor(category_id)2 0.4
factor(worker_id)55:factor(category_id)2 0
factor(worker_id)56:factor(category_id)2 0
factor(worker_id)57:factor(category_id)2 0
factor(worker_id)58:factor(category_id)2 1
factor(worker_id)59:factor(category_id)2 0
factor(worker_id)60:factor(category_id)2 0
factor(worker_id)61:factor(category_id)2 0
factor(worker_id)62:factor(category_id)2 0.74
factor(worker_id)63:factor(category_id)2 0.74
factor(worker_id)64:factor(category_id)2 0
factor(worker_id)65:factor(category_id)2 1
factor(worker_id)66:factor(category_id)2 0.51
factor(worker_id)67:factor(category_id)2 0
factor(worker_id)68:factor(category_id)2 0.03
factor(worker_id)69:factor(category_id)2 0.51
factor(worker_id)70:factor(category_id)2 0.01
factor(worker_id)71:factor(category_id)2 0
factor(worker_id)72:factor(category_id)2 0
factor(worker_id)73:factor(category_id)2 1
factor(worker_id)74:factor(category_id)2 1
factor(worker_id)75:factor(category_id)2 0.73
factor(worker_id)76:factor(category_id)2 0.49
factor(worker_id)77:factor(category_id)2 0.45
factor(worker_id)78:factor(category_id)2 0
factor(worker_id)79:factor(category_id)2 0
factor(worker_id)80:factor(category_id)2 0
factor(worker_id)81:factor(category_id)2 0.89
factor(worker_id)82:factor(category_id)2 0.65
factor(worker_id)83:factor(category_id)2 0.13
factor(worker_id)84:factor(category_id)2 0.83
factor(worker_id)85:factor(category_id)2 0.99
factor(worker_id)86:factor(category_id)2 0
factor(worker_id)87:factor(category_id)2 0.79
factor(worker_id)88:factor(category_id)2 0
factor(worker_id)89:factor(category_id)2 0
factor(worker_id)90:factor(category_id)2 0
factor(worker_id)91:factor(category_id)2 0.42
factor(worker_id)92:factor(category_id)2 0
factor(worker_id)93:factor(category_id)2 1
factor(worker_id)94:factor(category_id)2 0.59
factor(worker_id)95:factor(category_id)2 1
factor(worker_id)96:factor(category_id)2 1
factor(worker_id)97:factor(category_id)2 0.99
factor(worker_id)98:factor(category_id)2 1
factor(worker_id)99:factor(category_id)2 0
factor(worker_id)100:factor(category_id)2 0

Significant match effect number = 25 out of 99

num_process = 50, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.019 0.132 -0.321 0.025 0.344
factor(worker_id)2 100 0 -0.001 0.166 -0.450 0.013 0.360
factor(worker_id)3 100 0 -0.018 0.177 -0.486 -0.044 0.473
factor(worker_id)4 100 0 -0.018 0.190 -0.399 -0.022 0.487
factor(worker_id)5 100 0 -0.023 0.181 -0.367 -0.033 0.400
factor(worker_id)6 100 0 -0.022 0.175 -0.511 -0.014 0.469
factor(worker_id)7 100 0 0.000 0.210 -0.443 -0.037 0.566
factor(worker_id)8 100 0 -0.005 0.178 -0.589 -0.008 0.363
factor(worker_id)9 100 0 -0.030 0.173 -0.425 -0.014 0.320
factor(worker_id)10 100 0 -0.006 0.186 -0.502 -0.017 0.524
factor(worker_id)11 100 0 -0.045 0.185 -0.511 -0.048 0.400
factor(worker_id)12 100 0 -0.011 0.195 -0.505 0.003 0.417
factor(worker_id)13 100 0 -0.025 0.203 -0.521 0.010 0.425
factor(worker_id)14 100 0 -0.007 0.192 -0.520 0.003 0.471
factor(worker_id)15 100 0 -0.023 0.216 -0.714 -0.012 0.492
factor(worker_id)16 100 0 -0.017 0.179 -0.457 -0.028 0.371
factor(worker_id)17 100 0 -0.019 0.196 -0.402 -0.032 0.454
factor(worker_id)18 100 0 -0.048 0.189 -0.465 -0.076 0.466
factor(worker_id)19 100 0 -0.032 0.202 -0.466 -0.035 0.538
factor(worker_id)20 100 0 -0.008 0.188 -0.419 -0.002 0.329
factor(worker_id)21 100 0 -0.021 0.202 -0.687 -0.013 0.463
factor(worker_id)22 100 0 -0.028 0.185 -0.588 -0.026 0.464
factor(worker_id)23 100 0 0.002 0.211 -0.510 0.003 0.534
factor(worker_id)24 100 0 -0.019 0.202 -0.611 -0.040 0.572
factor(worker_id)25 100 0 -0.016 0.197 -0.571 -0.016 0.538
factor(worker_id)26 100 0 -0.012 0.171 -0.453 -0.010 0.429
factor(worker_id)27 100 0 -0.041 0.184 -0.508 -0.045 0.451
factor(worker_id)28 100 0 -0.021 0.189 -0.450 -0.010 0.374
factor(worker_id)29 100 0 -0.006 0.194 -0.499 0.006 0.387
factor(worker_id)30 100 0 -0.017 0.197 -0.597 -0.029 0.489
factor(worker_id)31 100 0 -0.036 0.190 -0.512 -0.031 0.490
factor(worker_id)32 100 0 -0.003 0.204 -0.545 -0.025 0.469
factor(worker_id)33 100 0 -0.039 0.192 -0.529 -0.007 0.375
factor(worker_id)34 100 0 -0.045 0.164 -0.451 -0.042 0.383
factor(worker_id)35 100 0 -0.018 0.176 -0.387 -0.014 0.450
factor(worker_id)36 100 0 -0.052 0.200 -0.553 -0.046 0.354
factor(worker_id)37 100 0 0.000 0.176 -0.339 -0.024 0.435
factor(worker_id)38 100 0 -0.022 0.200 -0.579 -0.004 0.393
factor(worker_id)39 100 0 -0.033 0.194 -0.563 -0.012 0.380
factor(worker_id)40 100 0 -0.016 0.215 -0.602 -0.009 0.604
factor(worker_id)41 100 0 -0.013 0.196 -0.447 -0.018 0.471
factor(worker_id)42 100 0 0.001 0.208 -0.518 0.038 0.575
factor(worker_id)43 100 0 -0.022 0.208 -0.468 -0.037 0.576
factor(worker_id)44 100 0 -0.023 0.200 -0.503 -0.024 0.489
factor(worker_id)45 100 0 0.025 0.229 -0.634 0.015 0.539
factor(worker_id)46 100 0 -0.004 0.205 -0.736 0.008 0.449
factor(worker_id)47 100 0 -0.035 0.186 -0.455 -0.031 0.508
factor(worker_id)48 100 0 -0.013 0.194 -0.500 -0.006 0.510
factor(worker_id)49 100 0 -0.031 0.185 -0.488 -0.016 0.379
factor(worker_id)50 100 0 -0.024 0.189 -0.491 -0.046 0.483
factor(worker_id)51 100 0 -0.033 0.191 -0.503 -0.023 0.462
factor(worker_id)52 100 0 -0.017 0.211 -0.411 -0.050 0.620
factor(worker_id)53 100 0 0.005 0.190 -0.559 0.019 0.483
factor(worker_id)54 100 0 -0.016 0.207 -0.561 -0.015 0.477
factor(worker_id)55 100 0 -0.011 0.210 -0.494 0.001 0.615
factor(worker_id)56 100 0 -0.028 0.207 -0.578 -0.038 0.414
factor(worker_id)57 100 0 -0.025 0.192 -0.447 -0.015 0.467
factor(worker_id)58 100 0 -0.018 0.179 -0.650 -0.017 0.384
factor(worker_id)59 100 0 -0.040 0.187 -0.420 -0.049 0.448
factor(worker_id)60 100 0 -0.015 0.176 -0.550 -0.006 0.434
factor(worker_id)61 100 0 -0.016 0.221 -0.549 0.007 0.565
factor(worker_id)62 100 0 -0.023 0.182 -0.426 -0.028 0.422
factor(worker_id)63 100 0 -0.015 0.184 -0.402 -0.018 0.442
factor(worker_id)64 100 0 0.007 0.198 -0.441 -0.011 0.478
factor(worker_id)65 100 0 -0.032 0.181 -0.444 -0.052 0.417
factor(worker_id)66 100 0 -0.007 0.190 -0.427 0.013 0.509
factor(worker_id)67 100 0 -0.014 0.189 -0.580 -0.023 0.364
factor(worker_id)68 100 0 0.004 0.208 -0.545 -0.027 0.490
factor(worker_id)69 100 0 0.013 0.187 -0.393 0.006 0.546
factor(worker_id)70 100 0 -0.015 0.213 -0.609 -0.026 0.633
factor(worker_id)71 100 0 -0.002 0.231 -0.529 -0.030 0.573
factor(worker_id)72 100 0 -0.006 0.215 -0.544 -0.012 0.560
factor(worker_id)73 100 0 -0.040 0.197 -0.482 -0.048 0.461
factor(worker_id)74 100 0 -0.009 0.164 -0.392 -0.010 0.555
factor(worker_id)75 100 0 -0.038 0.195 -0.412 -0.029 0.350
factor(worker_id)76 100 0 0.006 0.200 -0.533 0.023 0.491
factor(worker_id)77 100 0 -0.028 0.197 -0.436 -0.023 0.449
factor(worker_id)78 100 0 -0.022 0.180 -0.614 -0.020 0.334
factor(worker_id)79 100 0 0.007 0.194 -0.420 -0.009 0.602
factor(worker_id)80 100 0 -0.029 0.180 -0.396 -0.031 0.460
factor(worker_id)81 100 0 -0.003 0.192 -0.446 -0.009 0.614
factor(worker_id)82 100 0 -0.009 0.183 -0.554 -0.028 0.428
factor(worker_id)83 100 0 -0.025 0.185 -0.505 -0.009 0.544
factor(worker_id)84 100 0 -0.015 0.184 -0.477 -0.013 0.547
factor(worker_id)85 100 0 -0.019 0.199 -0.457 -0.007 0.470
factor(worker_id)86 100 0 -0.011 0.177 -0.558 -0.026 0.416
factor(worker_id)87 100 0 -0.005 0.191 -0.462 -0.005 0.456
factor(worker_id)88 100 0 -0.029 0.223 -0.569 -0.012 0.567
factor(worker_id)89 100 0 -0.011 0.203 -0.545 -0.035 0.489
factor(worker_id)90 100 0 -0.017 0.212 -0.688 -0.029 0.487
factor(worker_id)91 100 0 -0.015 0.199 -0.456 -0.021 0.401
factor(worker_id)92 100 0 -0.010 0.190 -0.420 0.004 0.537
factor(worker_id)93 100 0 -0.010 0.207 -0.549 -0.031 0.482
factor(worker_id)94 100 0 -0.027 0.170 -0.593 -0.016 0.452
factor(worker_id)95 100 0 -0.038 0.198 -0.543 -0.016 0.321
factor(worker_id)96 100 0 -0.014 0.181 -0.466 0.001 0.353
factor(worker_id)97 100 0 -0.018 0.183 -0.412 -0.021 0.423
factor(worker_id)98 100 0 -0.032 0.199 -0.570 -0.041 0.390
factor(worker_id)99 100 0 -0.025 0.203 -0.421 -0.032 0.535
factor(worker_id)100 100 0 -0.018 0.207 -0.742 0.002 0.421
factor(category_id)2 100 0 -0.018 0.184 -0.498 -0.010 0.340
factor(worker_id)2:factor(category_id)2 100 0 -0.002 0.264 -0.766 0.035 0.578
factor(worker_id)3:factor(category_id)2 100 0 0.028 0.276 -0.887 0.043 0.720
factor(worker_id)4:factor(category_id)2 100 0 0.006 0.250 -0.679 0.024 0.568
factor(worker_id)5:factor(category_id)2 100 0 0.029 0.256 -0.639 0.014 0.553
factor(worker_id)6:factor(category_id)2 100 0 0.029 0.263 -0.585 0.033 0.649
factor(worker_id)7:factor(category_id)2 100 0 0.000 0.260 -0.724 -0.004 0.721
factor(worker_id)8:factor(category_id)2 100 0 0.008 0.272 -0.642 0.006 0.596
factor(worker_id)9:factor(category_id)2 100 0 0.041 0.265 -0.501 0.026 0.703
factor(worker_id)10:factor(category_id)2 100 0 0.002 0.259 -0.729 -0.003 0.754
factor(worker_id)11:factor(category_id)2 100 0 0.024 0.253 -0.523 0.009 0.795
factor(worker_id)12:factor(category_id)2 100 0 0.010 0.259 -0.652 0.012 0.956
factor(worker_id)13:factor(category_id)2 100 0 0.047 0.245 -0.530 0.052 0.675
factor(worker_id)14:factor(category_id)2 100 0 -0.015 0.241 -0.602 -0.022 0.558
factor(worker_id)15:factor(category_id)2 100 0 0.028 0.270 -0.451 -0.006 0.930
factor(worker_id)16:factor(category_id)2 100 0 -0.001 0.248 -0.561 -0.021 0.613
factor(worker_id)17:factor(category_id)2 100 0 0.032 0.269 -0.583 0.039 0.881
factor(worker_id)18:factor(category_id)2 100 0 0.059 0.286 -0.709 0.071 0.854
factor(worker_id)19:factor(category_id)2 100 0 0.045 0.288 -0.717 0.055 0.701
factor(worker_id)20:factor(category_id)2 100 0 0.014 0.275 -0.762 0.004 0.767
factor(worker_id)21:factor(category_id)2 100 0 0.027 0.284 -0.801 0.034 0.655
factor(worker_id)22:factor(category_id)2 100 0 0.039 0.278 -0.524 0.042 0.813
factor(worker_id)23:factor(category_id)2 100 0 0.001 0.284 -0.694 0.015 0.572
factor(worker_id)24:factor(category_id)2 100 0 0.008 0.282 -0.579 0.006 0.724
factor(worker_id)25:factor(category_id)2 100 0 0.045 0.261 -0.473 0.020 0.644
factor(worker_id)26:factor(category_id)2 100 0 -0.008 0.237 -0.566 -0.028 0.572
factor(worker_id)27:factor(category_id)2 100 0 0.055 0.278 -0.654 0.060 0.626
factor(worker_id)28:factor(category_id)2 100 0 0.024 0.263 -0.549 0.010 0.547
factor(worker_id)29:factor(category_id)2 100 0 -0.014 0.290 -0.738 -0.034 1.034
factor(worker_id)30:factor(category_id)2 100 0 0.038 0.300 -0.648 0.030 0.716
factor(worker_id)31:factor(category_id)2 100 0 0.026 0.286 -0.546 0.026 0.859
factor(worker_id)32:factor(category_id)2 100 0 -0.005 0.278 -0.641 -0.004 0.713
factor(worker_id)33:factor(category_id)2 100 0 0.047 0.269 -0.568 0.029 0.732
factor(worker_id)34:factor(category_id)2 100 0 0.047 0.232 -0.552 0.079 0.650
factor(worker_id)35:factor(category_id)2 100 0 0.023 0.255 -0.480 0.041 0.778
factor(worker_id)36:factor(category_id)2 100 0 0.040 0.249 -0.600 0.014 0.665
factor(worker_id)37:factor(category_id)2 100 0 0.011 0.262 -0.566 0.007 0.826
factor(worker_id)38:factor(category_id)2 100 0 0.026 0.288 -0.862 -0.013 0.839
factor(worker_id)39:factor(category_id)2 100 0 0.026 0.278 -0.583 -0.001 0.827
factor(worker_id)40:factor(category_id)2 100 0 0.011 0.281 -0.573 -0.008 0.595
factor(worker_id)41:factor(category_id)2 100 0 0.019 0.263 -0.763 0.021 0.694
factor(worker_id)42:factor(category_id)2 100 0 0.012 0.265 -0.790 0.007 0.482
factor(worker_id)43:factor(category_id)2 100 0 0.045 0.292 -0.726 0.055 0.851
factor(worker_id)44:factor(category_id)2 100 0 -0.016 0.267 -0.682 -0.019 0.663
factor(worker_id)45:factor(category_id)2 100 0 -0.037 0.305 -0.876 -0.008 0.776
factor(worker_id)46:factor(category_id)2 100 0 0.020 0.296 -0.964 0.009 0.762
factor(worker_id)47:factor(category_id)2 100 0 0.054 0.298 -0.536 0.012 0.819
factor(worker_id)48:factor(category_id)2 100 0 -0.002 0.259 -0.679 -0.006 0.594
factor(worker_id)49:factor(category_id)2 100 0 0.027 0.303 -0.654 0.023 0.916
factor(worker_id)50:factor(category_id)2 100 0 0.036 0.278 -0.666 0.030 0.782
factor(worker_id)51:factor(category_id)2 100 0 0.017 0.252 -0.808 0.025 0.547
factor(worker_id)52:factor(category_id)2 100 0 0.008 0.297 -0.678 0.003 0.701
factor(worker_id)53:factor(category_id)2 100 0 -0.011 0.277 -0.650 -0.015 0.651
factor(worker_id)54:factor(category_id)2 100 0 0.016 0.271 -0.763 -0.006 0.841
factor(worker_id)55:factor(category_id)2 100 0 0.005 0.286 -0.783 0.029 0.694
factor(worker_id)56:factor(category_id)2 100 0 0.021 0.272 -0.571 0.028 0.636
factor(worker_id)57:factor(category_id)2 100 0 0.020 0.258 -0.568 0.008 0.681
factor(worker_id)58:factor(category_id)2 100 0 0.022 0.254 -0.806 -0.007 0.812
factor(worker_id)59:factor(category_id)2 100 0 0.035 0.258 -0.610 0.033 0.583
factor(worker_id)60:factor(category_id)2 100 0 -0.015 0.276 -0.883 -0.016 0.830
factor(worker_id)61:factor(category_id)2 100 0 0.043 0.306 -0.670 -0.009 0.805
factor(worker_id)62:factor(category_id)2 100 0 0.012 0.286 -0.700 0.005 0.645
factor(worker_id)63:factor(category_id)2 100 0 0.003 0.252 -0.543 0.021 0.647
factor(worker_id)64:factor(category_id)2 100 0 -0.022 0.306 -0.913 -0.042 0.817
factor(worker_id)65:factor(category_id)2 100 0 0.027 0.275 -0.549 0.003 0.729
factor(worker_id)66:factor(category_id)2 100 0 0.026 0.249 -0.502 0.004 0.819
factor(worker_id)67:factor(category_id)2 100 0 0.034 0.256 -0.610 0.057 0.790
factor(worker_id)68:factor(category_id)2 100 0 0.017 0.286 -0.618 0.012 0.861
factor(worker_id)69:factor(category_id)2 100 0 -0.016 0.282 -0.751 -0.031 0.677
factor(worker_id)70:factor(category_id)2 100 0 0.032 0.276 -0.867 0.042 0.611
factor(worker_id)71:factor(category_id)2 100 0 -0.005 0.293 -0.681 0.005 0.582
factor(worker_id)72:factor(category_id)2 100 0 0.015 0.281 -0.808 -0.008 0.701
factor(worker_id)73:factor(category_id)2 100 0 0.051 0.282 -0.898 0.083 0.785
factor(worker_id)74:factor(category_id)2 100 0 0.004 0.252 -0.582 0.068 0.984
factor(worker_id)75:factor(category_id)2 100 0 0.044 0.273 -0.555 0.052 0.814
factor(worker_id)76:factor(category_id)2 100 0 -0.011 0.293 -0.692 -0.020 0.735
factor(worker_id)77:factor(category_id)2 100 0 0.030 0.262 -0.508 0.000 0.809
factor(worker_id)78:factor(category_id)2 100 0 0.025 0.264 -0.742 0.009 0.689
factor(worker_id)79:factor(category_id)2 100 0 0.001 0.283 -0.703 0.008 0.586
factor(worker_id)80:factor(category_id)2 100 0 -0.001 0.265 -0.543 -0.051 0.700
factor(worker_id)81:factor(category_id)2 100 0 -0.015 0.263 -0.695 0.013 0.575
factor(worker_id)82:factor(category_id)2 100 0 0.033 0.262 -0.418 0.038 0.829
factor(worker_id)83:factor(category_id)2 100 0 0.024 0.256 -0.724 0.034 0.661
factor(worker_id)84:factor(category_id)2 100 0 0.006 0.271 -0.674 0.042 0.825
factor(worker_id)85:factor(category_id)2 100 0 -0.004 0.266 -0.617 -0.017 0.798
factor(worker_id)86:factor(category_id)2 100 0 -0.022 0.257 -0.662 -0.041 0.838
factor(worker_id)87:factor(category_id)2 100 0 0.020 0.255 -0.729 -0.001 0.620
factor(worker_id)88:factor(category_id)2 100 0 0.010 0.301 -0.776 -0.010 0.711
factor(worker_id)89:factor(category_id)2 100 0 0.029 0.278 -0.539 0.031 0.691
factor(worker_id)90:factor(category_id)2 100 0 0.019 0.290 -0.601 -0.009 1.071
factor(worker_id)91:factor(category_id)2 100 0 0.036 0.281 -0.587 0.040 0.853
factor(worker_id)92:factor(category_id)2 100 0 0.004 0.282 -0.597 0.007 0.607
factor(worker_id)93:factor(category_id)2 100 0 0.009 0.264 -0.651 0.016 0.715
factor(worker_id)94:factor(category_id)2 100 0 0.034 0.289 -0.563 0.031 0.711
factor(worker_id)95:factor(category_id)2 100 0 0.023 0.280 -0.504 0.024 0.794
factor(worker_id)96:factor(category_id)2 100 0 0.046 0.273 -0.568 0.022 0.739
factor(worker_id)97:factor(category_id)2 100 0 0.025 0.257 -0.619 -0.003 0.613
factor(worker_id)98:factor(category_id)2 100 0 0.053 0.274 -0.573 0.039 0.756
factor(worker_id)99:factor(category_id)2 100 0 0.018 0.271 -0.697 0.008 0.674
factor(worker_id)100:factor(category_id)2 100 0 0.006 0.265 -0.659 0.011 1.097

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(worker_id)31 1
factor(worker_id)32 1
factor(worker_id)33 1
factor(worker_id)34 1
factor(worker_id)35 1
factor(worker_id)36 1
factor(worker_id)37 1
factor(worker_id)38 1
factor(worker_id)39 1
factor(worker_id)40 1
factor(worker_id)41 1
factor(worker_id)42 1
factor(worker_id)43 1
factor(worker_id)44 1
factor(worker_id)45 1
factor(worker_id)46 1
factor(worker_id)47 1
factor(worker_id)48 1
factor(worker_id)49 1
factor(worker_id)50 1
factor(worker_id)51 1
factor(worker_id)52 1
factor(worker_id)53 1
factor(worker_id)54 1
factor(worker_id)55 1
factor(worker_id)56 1
factor(worker_id)57 1
factor(worker_id)58 1
factor(worker_id)59 1
factor(worker_id)60 1
factor(worker_id)61 1
factor(worker_id)62 1
factor(worker_id)63 1
factor(worker_id)64 1
factor(worker_id)65 1
factor(worker_id)66 1
factor(worker_id)67 1
factor(worker_id)68 1
factor(worker_id)69 1
factor(worker_id)70 1
factor(worker_id)71 1
factor(worker_id)72 1
factor(worker_id)73 1
factor(worker_id)74 1
factor(worker_id)75 1
factor(worker_id)76 1
factor(worker_id)77 1
factor(worker_id)78 1
factor(worker_id)79 1
factor(worker_id)80 1
factor(worker_id)81 1
factor(worker_id)82 1
factor(worker_id)83 1
factor(worker_id)84 1
factor(worker_id)85 1
factor(worker_id)86 1
factor(worker_id)87 1
factor(worker_id)88 1
factor(worker_id)89 1
factor(worker_id)90 1
factor(worker_id)91 1
factor(worker_id)92 1
factor(worker_id)93 1
factor(worker_id)94 1
factor(worker_id)95 1
factor(worker_id)96 1
factor(worker_id)97 1
factor(worker_id)98 1
factor(worker_id)99 1
factor(worker_id)100 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0.02
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 0
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 0
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 0
factor(worker_id)21:factor(category_id)2 0
factor(worker_id)22:factor(category_id)2 0
factor(worker_id)23:factor(category_id)2 0
factor(worker_id)24:factor(category_id)2 0
factor(worker_id)25:factor(category_id)2 0
factor(worker_id)26:factor(category_id)2 1
factor(worker_id)27:factor(category_id)2 0
factor(worker_id)28:factor(category_id)2 0
factor(worker_id)29:factor(category_id)2 0
factor(worker_id)30:factor(category_id)2 0
factor(worker_id)31:factor(category_id)2 0
factor(worker_id)32:factor(category_id)2 0
factor(worker_id)33:factor(category_id)2 0
factor(worker_id)34:factor(category_id)2 0
factor(worker_id)35:factor(category_id)2 0
factor(worker_id)36:factor(category_id)2 0
factor(worker_id)37:factor(category_id)2 0
factor(worker_id)38:factor(category_id)2 0
factor(worker_id)39:factor(category_id)2 1
factor(worker_id)40:factor(category_id)2 0
factor(worker_id)41:factor(category_id)2 0
factor(worker_id)42:factor(category_id)2 0
factor(worker_id)43:factor(category_id)2 0
factor(worker_id)44:factor(category_id)2 0
factor(worker_id)45:factor(category_id)2 0
factor(worker_id)46:factor(category_id)2 0.96
factor(worker_id)47:factor(category_id)2 0
factor(worker_id)48:factor(category_id)2 0
factor(worker_id)49:factor(category_id)2 0
factor(worker_id)50:factor(category_id)2 0.61
factor(worker_id)51:factor(category_id)2 0
factor(worker_id)52:factor(category_id)2 0
factor(worker_id)53:factor(category_id)2 0
factor(worker_id)54:factor(category_id)2 0
factor(worker_id)55:factor(category_id)2 0
factor(worker_id)56:factor(category_id)2 0
factor(worker_id)57:factor(category_id)2 0
factor(worker_id)58:factor(category_id)2 0
factor(worker_id)59:factor(category_id)2 0
factor(worker_id)60:factor(category_id)2 0
factor(worker_id)61:factor(category_id)2 0
factor(worker_id)62:factor(category_id)2 0
factor(worker_id)63:factor(category_id)2 0.41
factor(worker_id)64:factor(category_id)2 0
factor(worker_id)65:factor(category_id)2 0.07
factor(worker_id)66:factor(category_id)2 0
factor(worker_id)67:factor(category_id)2 0
factor(worker_id)68:factor(category_id)2 0
factor(worker_id)69:factor(category_id)2 0
factor(worker_id)70:factor(category_id)2 0
factor(worker_id)71:factor(category_id)2 0
factor(worker_id)72:factor(category_id)2 0
factor(worker_id)73:factor(category_id)2 0
factor(worker_id)74:factor(category_id)2 0
factor(worker_id)75:factor(category_id)2 0
factor(worker_id)76:factor(category_id)2 0
factor(worker_id)77:factor(category_id)2 0
factor(worker_id)78:factor(category_id)2 0
factor(worker_id)79:factor(category_id)2 0
factor(worker_id)80:factor(category_id)2 0
factor(worker_id)81:factor(category_id)2 0
factor(worker_id)82:factor(category_id)2 0
factor(worker_id)83:factor(category_id)2 0
factor(worker_id)84:factor(category_id)2 0
factor(worker_id)85:factor(category_id)2 0
factor(worker_id)86:factor(category_id)2 0
factor(worker_id)87:factor(category_id)2 0
factor(worker_id)88:factor(category_id)2 0
factor(worker_id)89:factor(category_id)2 0
factor(worker_id)90:factor(category_id)2 0
factor(worker_id)91:factor(category_id)2 0
factor(worker_id)92:factor(category_id)2 1
factor(worker_id)93:factor(category_id)2 0
factor(worker_id)94:factor(category_id)2 0
factor(worker_id)95:factor(category_id)2 0
factor(worker_id)96:factor(category_id)2 0
factor(worker_id)97:factor(category_id)2 0
factor(worker_id)98:factor(category_id)2 0
factor(worker_id)99:factor(category_id)2 0
factor(worker_id)100:factor(category_id)2 0.01

Significant match effect number = 4 out of 99

num_process = 100, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.009 0.101 -0.327 -0.009 0.204
factor(worker_id)2 100 0 0.003 0.145 -0.341 -0.007 0.544
factor(worker_id)3 100 0 0.011 0.140 -0.474 0.011 0.397
factor(worker_id)4 100 0 0.024 0.148 -0.328 0.017 0.443
factor(worker_id)5 100 0 0.006 0.143 -0.314 0.022 0.372
factor(worker_id)6 100 0 0.000 0.154 -0.463 -0.007 0.435
factor(worker_id)7 100 0 0.020 0.156 -0.286 0.005 0.443
factor(worker_id)8 100 0 0.001 0.146 -0.264 0.002 0.484
factor(worker_id)9 100 0 0.004 0.140 -0.349 -0.001 0.312
factor(worker_id)10 100 0 0.007 0.140 -0.395 -0.008 0.536
factor(worker_id)11 100 0 -0.004 0.133 -0.498 -0.012 0.338
factor(worker_id)12 100 0 0.015 0.154 -0.275 0.019 0.477
factor(worker_id)13 100 0 0.015 0.148 -0.354 0.010 0.309
factor(worker_id)14 100 0 0.006 0.153 -0.286 0.021 0.432
factor(worker_id)15 100 0 0.008 0.151 -0.353 0.015 0.407
factor(worker_id)16 100 0 0.003 0.155 -0.300 -0.014 0.450
factor(worker_id)17 100 0 0.016 0.141 -0.335 0.027 0.591
factor(worker_id)18 100 0 0.003 0.130 -0.310 0.006 0.285
factor(worker_id)19 100 0 0.038 0.132 -0.324 0.042 0.303
factor(worker_id)20 100 0 0.008 0.139 -0.310 0.007 0.335
factor(worker_id)21 100 0 0.034 0.140 -0.230 0.041 0.357
factor(worker_id)22 100 0 0.011 0.131 -0.244 0.007 0.405
factor(worker_id)23 100 0 0.034 0.143 -0.282 0.043 0.495
factor(worker_id)24 100 0 -0.002 0.155 -0.352 -0.019 0.473
factor(worker_id)25 100 0 0.005 0.141 -0.366 0.011 0.360
factor(worker_id)26 100 0 0.031 0.151 -0.435 0.034 0.371
factor(worker_id)27 100 0 -0.011 0.148 -0.342 -0.013 0.415
factor(worker_id)28 100 0 -0.011 0.138 -0.388 -0.012 0.329
factor(worker_id)29 100 0 0.009 0.132 -0.311 0.020 0.281
factor(worker_id)30 100 0 0.023 0.134 -0.291 0.024 0.375
factor(worker_id)31 100 0 0.022 0.144 -0.306 0.019 0.440
factor(worker_id)32 100 0 0.001 0.137 -0.347 0.006 0.361
factor(worker_id)33 100 0 0.004 0.147 -0.290 0.014 0.478
factor(worker_id)34 100 0 0.011 0.136 -0.270 0.003 0.358
factor(worker_id)35 100 0 0.003 0.140 -0.293 0.005 0.378
factor(worker_id)36 100 0 0.011 0.147 -0.416 0.024 0.368
factor(worker_id)37 100 0 0.015 0.133 -0.303 0.015 0.332
factor(worker_id)38 100 0 0.016 0.154 -0.382 0.013 0.425
factor(worker_id)39 100 0 0.020 0.142 -0.405 0.013 0.348
factor(worker_id)40 100 0 0.011 0.155 -0.358 -0.004 0.410
factor(worker_id)41 100 0 0.005 0.136 -0.329 -0.001 0.301
factor(worker_id)42 100 0 0.019 0.142 -0.284 0.015 0.448
factor(worker_id)43 100 0 0.017 0.149 -0.357 0.010 0.374
factor(worker_id)44 100 0 0.011 0.151 -0.362 0.019 0.394
factor(worker_id)45 100 0 0.021 0.150 -0.346 0.008 0.458
factor(worker_id)46 100 0 0.026 0.145 -0.266 0.026 0.366
factor(worker_id)47 100 0 -0.003 0.134 -0.310 -0.009 0.336
factor(worker_id)48 100 0 0.019 0.135 -0.327 0.022 0.356
factor(worker_id)49 100 0 0.004 0.130 -0.359 0.005 0.300
factor(worker_id)50 100 0 0.015 0.139 -0.355 0.020 0.381
factor(worker_id)51 100 0 0.026 0.158 -0.323 0.008 0.465
factor(worker_id)52 100 0 0.021 0.143 -0.383 0.023 0.338
factor(worker_id)53 100 0 0.011 0.143 -0.346 0.005 0.406
factor(worker_id)54 100 0 -0.014 0.130 -0.330 -0.004 0.388
factor(worker_id)55 100 0 0.005 0.135 -0.293 -0.004 0.424
factor(worker_id)56 100 0 0.024 0.132 -0.276 0.018 0.513
factor(worker_id)57 100 0 0.007 0.142 -0.379 0.015 0.282
factor(worker_id)58 100 0 0.004 0.140 -0.375 0.012 0.466
factor(worker_id)59 100 0 0.026 0.162 -0.336 0.017 0.459
factor(worker_id)60 100 0 -0.001 0.145 -0.410 -0.003 0.416
factor(worker_id)61 100 0 0.004 0.132 -0.307 0.007 0.288
factor(worker_id)62 100 0 0.021 0.145 -0.339 0.020 0.436
factor(worker_id)63 100 0 0.027 0.141 -0.362 0.017 0.386
factor(worker_id)64 100 0 0.012 0.127 -0.397 0.020 0.295
factor(worker_id)65 100 0 0.011 0.141 -0.332 0.017 0.374
factor(worker_id)66 100 0 -0.014 0.137 -0.329 -0.017 0.248
factor(worker_id)67 100 0 0.011 0.150 -0.394 0.016 0.328
factor(worker_id)68 100 0 0.022 0.150 -0.316 0.007 0.453
factor(worker_id)69 100 0 -0.001 0.132 -0.424 0.003 0.251
factor(worker_id)70 100 0 0.026 0.133 -0.259 0.048 0.347
factor(worker_id)71 100 0 -0.003 0.135 -0.317 -0.020 0.395
factor(worker_id)72 100 0 0.009 0.148 -0.311 0.004 0.301
factor(worker_id)73 100 0 0.018 0.136 -0.349 0.021 0.317
factor(worker_id)74 100 0 0.002 0.124 -0.273 0.004 0.303
factor(worker_id)75 100 0 -0.001 0.130 -0.330 0.017 0.292
factor(worker_id)76 100 0 0.001 0.146 -0.448 0.007 0.294
factor(worker_id)77 100 0 0.016 0.135 -0.270 0.022 0.332
factor(worker_id)78 100 0 -0.005 0.136 -0.463 -0.002 0.279
factor(worker_id)79 100 0 0.021 0.137 -0.410 0.023 0.351
factor(worker_id)80 100 0 0.004 0.138 -0.348 -0.010 0.373
factor(worker_id)81 100 0 0.008 0.146 -0.313 0.000 0.354
factor(worker_id)82 100 0 -0.013 0.151 -0.306 -0.006 0.363
factor(worker_id)83 100 0 0.019 0.154 -0.403 0.009 0.488
factor(worker_id)84 100 0 0.009 0.145 -0.328 -0.008 0.342
factor(worker_id)85 100 0 0.012 0.140 -0.418 0.008 0.310
factor(worker_id)86 100 0 0.009 0.144 -0.345 0.018 0.443
factor(worker_id)87 100 0 0.006 0.142 -0.289 0.002 0.350
factor(worker_id)88 100 0 0.011 0.134 -0.295 0.021 0.359
factor(worker_id)89 100 0 0.010 0.152 -0.450 0.004 0.385
factor(worker_id)90 100 0 0.014 0.145 -0.363 0.011 0.383
factor(worker_id)91 100 0 0.001 0.131 -0.290 0.002 0.372
factor(worker_id)92 100 0 0.011 0.128 -0.358 0.012 0.399
factor(worker_id)93 100 0 0.011 0.133 -0.296 0.014 0.372
factor(worker_id)94 100 0 -0.002 0.142 -0.371 -0.015 0.531
factor(worker_id)95 100 0 0.002 0.155 -0.390 0.016 0.375
factor(worker_id)96 100 0 -0.003 0.139 -0.336 -0.008 0.298
factor(worker_id)97 100 0 0.000 0.143 -0.421 0.017 0.339
factor(worker_id)98 100 0 0.018 0.140 -0.401 0.024 0.429
factor(worker_id)99 100 0 0.004 0.138 -0.320 -0.015 0.464
factor(worker_id)100 100 0 0.019 0.138 -0.265 0.021 0.432
factor(category_id)2 100 0 0.002 0.150 -0.439 0.010 0.320
factor(worker_id)2:factor(category_id)2 100 0 0.003 0.212 -0.631 -0.028 0.589
factor(worker_id)3:factor(category_id)2 100 0 -0.004 0.186 -0.363 -0.010 0.578
factor(worker_id)4:factor(category_id)2 100 0 -0.026 0.220 -0.504 -0.014 0.492
factor(worker_id)5:factor(category_id)2 100 0 0.008 0.228 -0.451 -0.009 0.539
factor(worker_id)6:factor(category_id)2 100 0 0.006 0.214 -0.505 0.014 0.462
factor(worker_id)7:factor(category_id)2 100 0 -0.013 0.206 -0.523 -0.029 0.560
factor(worker_id)8:factor(category_id)2 100 0 0.002 0.231 -0.618 0.006 0.585
factor(worker_id)9:factor(category_id)2 100 0 0.001 0.210 -0.352 0.011 0.618
factor(worker_id)10:factor(category_id)2 100 0 -0.011 0.210 -0.512 -0.027 0.504
factor(worker_id)11:factor(category_id)2 100 0 0.012 0.213 -0.458 0.032 0.647
factor(worker_id)12:factor(category_id)2 100 0 -0.002 0.218 -0.433 -0.027 0.494
factor(worker_id)13:factor(category_id)2 100 0 -0.009 0.221 -0.518 0.016 0.532
factor(worker_id)14:factor(category_id)2 100 0 0.008 0.224 -0.691 0.009 0.532
factor(worker_id)15:factor(category_id)2 100 0 -0.009 0.221 -0.479 -0.017 0.589
factor(worker_id)16:factor(category_id)2 100 0 0.009 0.225 -0.503 -0.004 0.630
factor(worker_id)17:factor(category_id)2 100 0 -0.018 0.220 -0.730 -0.022 0.521
factor(worker_id)18:factor(category_id)2 100 0 -0.010 0.174 -0.478 -0.019 0.390
factor(worker_id)19:factor(category_id)2 100 0 -0.023 0.187 -0.442 -0.031 0.426
factor(worker_id)20:factor(category_id)2 100 0 0.013 0.204 -0.452 0.024 0.518
factor(worker_id)21:factor(category_id)2 100 0 -0.022 0.194 -0.508 -0.040 0.444
factor(worker_id)22:factor(category_id)2 100 0 0.001 0.191 -0.498 -0.004 0.484
factor(worker_id)23:factor(category_id)2 100 0 -0.035 0.207 -0.785 -0.051 0.617
factor(worker_id)24:factor(category_id)2 100 0 0.013 0.202 -0.517 0.059 0.492
factor(worker_id)25:factor(category_id)2 100 0 0.006 0.204 -0.492 0.011 0.625
factor(worker_id)26:factor(category_id)2 100 0 -0.029 0.222 -0.481 -0.031 0.535
factor(worker_id)27:factor(category_id)2 100 0 0.036 0.200 -0.454 0.045 0.427
factor(worker_id)28:factor(category_id)2 100 0 0.032 0.189 -0.445 0.022 0.549
factor(worker_id)29:factor(category_id)2 100 0 -0.005 0.195 -0.431 -0.038 0.527
factor(worker_id)30:factor(category_id)2 100 0 0.002 0.192 -0.366 0.005 0.392
factor(worker_id)31:factor(category_id)2 100 0 -0.012 0.203 -0.475 -0.022 0.432
factor(worker_id)32:factor(category_id)2 100 0 -0.010 0.208 -0.492 -0.002 0.434
factor(worker_id)33:factor(category_id)2 100 0 0.000 0.212 -0.507 0.031 0.441
factor(worker_id)34:factor(category_id)2 100 0 -0.004 0.192 -0.444 0.010 0.431
factor(worker_id)35:factor(category_id)2 100 0 0.011 0.201 -0.541 -0.022 0.513
factor(worker_id)36:factor(category_id)2 100 0 0.007 0.236 -0.465 -0.007 0.518
factor(worker_id)37:factor(category_id)2 100 0 -0.007 0.202 -0.384 -0.045 0.580
factor(worker_id)38:factor(category_id)2 100 0 -0.013 0.203 -0.465 -0.016 0.497
factor(worker_id)39:factor(category_id)2 100 0 -0.022 0.193 -0.545 -0.018 0.407
factor(worker_id)40:factor(category_id)2 100 0 -0.014 0.224 -0.489 0.008 0.507
factor(worker_id)41:factor(category_id)2 100 0 0.002 0.203 -0.370 -0.025 0.584
factor(worker_id)42:factor(category_id)2 100 0 -0.047 0.211 -0.665 -0.019 0.519
factor(worker_id)43:factor(category_id)2 100 0 -0.007 0.229 -0.455 0.001 0.516
factor(worker_id)44:factor(category_id)2 100 0 -0.013 0.219 -0.445 -0.028 0.517
factor(worker_id)45:factor(category_id)2 100 0 -0.040 0.216 -0.563 -0.041 0.481
factor(worker_id)46:factor(category_id)2 100 0 -0.009 0.206 -0.412 -0.012 0.491
factor(worker_id)47:factor(category_id)2 100 0 0.014 0.196 -0.389 0.018 0.404
factor(worker_id)48:factor(category_id)2 100 0 -0.030 0.202 -0.591 -0.027 0.366
factor(worker_id)49:factor(category_id)2 100 0 0.018 0.211 -0.504 -0.002 0.674
factor(worker_id)50:factor(category_id)2 100 0 -0.004 0.205 -0.491 -0.009 0.496
factor(worker_id)51:factor(category_id)2 100 0 -0.010 0.221 -0.584 -0.008 0.469
factor(worker_id)52:factor(category_id)2 100 0 -0.013 0.196 -0.448 -0.010 0.544
factor(worker_id)53:factor(category_id)2 100 0 -0.002 0.203 -0.531 -0.021 0.418
factor(worker_id)54:factor(category_id)2 100 0 0.020 0.184 -0.444 -0.022 0.448
factor(worker_id)55:factor(category_id)2 100 0 0.000 0.204 -0.390 0.010 0.490
factor(worker_id)56:factor(category_id)2 100 0 -0.032 0.208 -0.760 -0.021 0.543
factor(worker_id)57:factor(category_id)2 100 0 -0.017 0.183 -0.406 -0.001 0.533
factor(worker_id)58:factor(category_id)2 100 0 0.011 0.199 -0.581 0.003 0.490
factor(worker_id)59:factor(category_id)2 100 0 -0.005 0.218 -0.566 0.009 0.543
factor(worker_id)60:factor(category_id)2 100 0 0.006 0.230 -0.609 -0.007 0.531
factor(worker_id)61:factor(category_id)2 100 0 0.001 0.200 -0.497 -0.007 0.555
factor(worker_id)62:factor(category_id)2 100 0 -0.033 0.203 -0.514 -0.059 0.526
factor(worker_id)63:factor(category_id)2 100 0 -0.013 0.215 -0.406 -0.015 0.576
factor(worker_id)64:factor(category_id)2 100 0 0.001 0.213 -0.439 -0.039 0.433
factor(worker_id)65:factor(category_id)2 100 0 0.013 0.206 -0.469 0.009 0.652
factor(worker_id)66:factor(category_id)2 100 0 0.037 0.208 -0.460 0.047 0.571
factor(worker_id)67:factor(category_id)2 100 0 0.002 0.224 -0.570 -0.007 0.560
factor(worker_id)68:factor(category_id)2 100 0 -0.021 0.222 -0.425 -0.042 0.530
factor(worker_id)69:factor(category_id)2 100 0 0.024 0.186 -0.475 0.013 0.475
factor(worker_id)70:factor(category_id)2 100 0 -0.019 0.201 -0.461 -0.029 0.454
factor(worker_id)71:factor(category_id)2 100 0 0.021 0.199 -0.460 0.004 0.500
factor(worker_id)72:factor(category_id)2 100 0 0.006 0.203 -0.419 0.007 0.589
factor(worker_id)73:factor(category_id)2 100 0 -0.005 0.211 -0.572 -0.010 0.534
factor(worker_id)74:factor(category_id)2 100 0 -0.008 0.187 -0.533 -0.001 0.410
factor(worker_id)75:factor(category_id)2 100 0 0.014 0.210 -0.513 0.013 0.633
factor(worker_id)76:factor(category_id)2 100 0 0.012 0.199 -0.463 -0.002 0.570
factor(worker_id)77:factor(category_id)2 100 0 -0.020 0.203 -0.533 -0.019 0.522
factor(worker_id)78:factor(category_id)2 100 0 -0.004 0.194 -0.491 -0.004 0.478
factor(worker_id)79:factor(category_id)2 100 0 -0.031 0.176 -0.506 -0.038 0.451
factor(worker_id)80:factor(category_id)2 100 0 -0.003 0.204 -0.535 -0.004 0.555
factor(worker_id)81:factor(category_id)2 100 0 -0.001 0.211 -0.558 0.011 0.596
factor(worker_id)82:factor(category_id)2 100 0 0.009 0.228 -0.430 0.007 0.570
factor(worker_id)83:factor(category_id)2 100 0 -0.027 0.214 -0.505 -0.022 0.515
factor(worker_id)84:factor(category_id)2 100 0 -0.014 0.206 -0.458 -0.016 0.665
factor(worker_id)85:factor(category_id)2 100 0 0.007 0.187 -0.455 -0.006 0.611
factor(worker_id)86:factor(category_id)2 100 0 -0.004 0.217 -0.585 0.011 0.501
factor(worker_id)87:factor(category_id)2 100 0 0.000 0.208 -0.443 -0.016 0.457
factor(worker_id)88:factor(category_id)2 100 0 -0.027 0.192 -0.548 -0.030 0.427
factor(worker_id)89:factor(category_id)2 100 0 -0.013 0.215 -0.543 0.007 0.518
factor(worker_id)90:factor(category_id)2 100 0 -0.013 0.196 -0.456 -0.006 0.612
factor(worker_id)91:factor(category_id)2 100 0 -0.004 0.211 -0.409 -0.021 0.638
factor(worker_id)92:factor(category_id)2 100 0 -0.006 0.199 -0.607 -0.028 0.619
factor(worker_id)93:factor(category_id)2 100 0 0.006 0.194 -0.406 -0.006 0.528
factor(worker_id)94:factor(category_id)2 100 0 -0.009 0.205 -0.491 0.014 0.548
factor(worker_id)95:factor(category_id)2 100 0 -0.009 0.220 -0.556 -0.010 0.512
factor(worker_id)96:factor(category_id)2 100 0 0.016 0.204 -0.460 0.003 0.564
factor(worker_id)97:factor(category_id)2 100 0 0.000 0.207 -0.414 -0.012 0.765
factor(worker_id)98:factor(category_id)2 100 0 -0.015 0.199 -0.391 -0.012 0.498
factor(worker_id)99:factor(category_id)2 100 0 0.001 0.181 -0.443 0.000 0.426
factor(worker_id)100:factor(category_id)2 100 0 -0.004 0.201 -0.652 -0.014 0.458

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(worker_id)31 1
factor(worker_id)32 1
factor(worker_id)33 1
factor(worker_id)34 1
factor(worker_id)35 1
factor(worker_id)36 1
factor(worker_id)37 1
factor(worker_id)38 1
factor(worker_id)39 1
factor(worker_id)40 1
factor(worker_id)41 1
factor(worker_id)42 1
factor(worker_id)43 1
factor(worker_id)44 1
factor(worker_id)45 1
factor(worker_id)46 1
factor(worker_id)47 1
factor(worker_id)48 1
factor(worker_id)49 1
factor(worker_id)50 1
factor(worker_id)51 1
factor(worker_id)52 1
factor(worker_id)53 1
factor(worker_id)54 1
factor(worker_id)55 1
factor(worker_id)56 1
factor(worker_id)57 1
factor(worker_id)58 1
factor(worker_id)59 1
factor(worker_id)60 1
factor(worker_id)61 1
factor(worker_id)62 1
factor(worker_id)63 1
factor(worker_id)64 1
factor(worker_id)65 1
factor(worker_id)66 1
factor(worker_id)67 1
factor(worker_id)68 1
factor(worker_id)69 1
factor(worker_id)70 1
factor(worker_id)71 1
factor(worker_id)72 1
factor(worker_id)73 1
factor(worker_id)74 1
factor(worker_id)75 1
factor(worker_id)76 1
factor(worker_id)77 1
factor(worker_id)78 1
factor(worker_id)79 1
factor(worker_id)80 1
factor(worker_id)81 1
factor(worker_id)82 1
factor(worker_id)83 1
factor(worker_id)84 1
factor(worker_id)85 1
factor(worker_id)86 1
factor(worker_id)87 1
factor(worker_id)88 1
factor(worker_id)89 1
factor(worker_id)90 1
factor(worker_id)91 1
factor(worker_id)92 1
factor(worker_id)93 1
factor(worker_id)94 1
factor(worker_id)95 1
factor(worker_id)96 1
factor(worker_id)97 1
factor(worker_id)98 1
factor(worker_id)99 1
factor(worker_id)100 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 1
factor(worker_id)4:factor(category_id)2 1
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0.87
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 1
factor(worker_id)11:factor(category_id)2 0.01
factor(worker_id)12:factor(category_id)2 0
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 0
factor(worker_id)16:factor(category_id)2 0.09
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 1
factor(worker_id)20:factor(category_id)2 0.23
factor(worker_id)21:factor(category_id)2 0
factor(worker_id)22:factor(category_id)2 0
factor(worker_id)23:factor(category_id)2 0.01
factor(worker_id)24:factor(category_id)2 0
factor(worker_id)25:factor(category_id)2 1
factor(worker_id)26:factor(category_id)2 0
factor(worker_id)27:factor(category_id)2 0
factor(worker_id)28:factor(category_id)2 0
factor(worker_id)29:factor(category_id)2 0
factor(worker_id)30:factor(category_id)2 0.18
factor(worker_id)31:factor(category_id)2 0
factor(worker_id)32:factor(category_id)2 0
factor(worker_id)33:factor(category_id)2 0
factor(worker_id)34:factor(category_id)2 0
factor(worker_id)35:factor(category_id)2 0.98
factor(worker_id)36:factor(category_id)2 0
factor(worker_id)37:factor(category_id)2 0
factor(worker_id)38:factor(category_id)2 0
factor(worker_id)39:factor(category_id)2 0
factor(worker_id)40:factor(category_id)2 1
factor(worker_id)41:factor(category_id)2 0
factor(worker_id)42:factor(category_id)2 0
factor(worker_id)43:factor(category_id)2 0.15
factor(worker_id)44:factor(category_id)2 0
factor(worker_id)45:factor(category_id)2 0
factor(worker_id)46:factor(category_id)2 0
factor(worker_id)47:factor(category_id)2 0.02
factor(worker_id)48:factor(category_id)2 0
factor(worker_id)49:factor(category_id)2 0
factor(worker_id)50:factor(category_id)2 0.93
factor(worker_id)51:factor(category_id)2 0
factor(worker_id)52:factor(category_id)2 0
factor(worker_id)53:factor(category_id)2 0
factor(worker_id)54:factor(category_id)2 0
factor(worker_id)55:factor(category_id)2 1
factor(worker_id)56:factor(category_id)2 0
factor(worker_id)57:factor(category_id)2 0
factor(worker_id)58:factor(category_id)2 0
factor(worker_id)59:factor(category_id)2 0
factor(worker_id)60:factor(category_id)2 0
factor(worker_id)61:factor(category_id)2 0
factor(worker_id)62:factor(category_id)2 0
factor(worker_id)63:factor(category_id)2 0
factor(worker_id)64:factor(category_id)2 0
factor(worker_id)65:factor(category_id)2 0
factor(worker_id)66:factor(category_id)2 0
factor(worker_id)67:factor(category_id)2 0
factor(worker_id)68:factor(category_id)2 1
factor(worker_id)69:factor(category_id)2 0
factor(worker_id)70:factor(category_id)2 1
factor(worker_id)71:factor(category_id)2 0
factor(worker_id)72:factor(category_id)2 0
factor(worker_id)73:factor(category_id)2 0.99
factor(worker_id)74:factor(category_id)2 0
factor(worker_id)75:factor(category_id)2 0
factor(worker_id)76:factor(category_id)2 0
factor(worker_id)77:factor(category_id)2 0
factor(worker_id)78:factor(category_id)2 0
factor(worker_id)79:factor(category_id)2 1
factor(worker_id)80:factor(category_id)2 0
factor(worker_id)81:factor(category_id)2 0
factor(worker_id)82:factor(category_id)2 0
factor(worker_id)83:factor(category_id)2 1
factor(worker_id)84:factor(category_id)2 0.63
factor(worker_id)85:factor(category_id)2 0
factor(worker_id)86:factor(category_id)2 0
factor(worker_id)87:factor(category_id)2 0
factor(worker_id)88:factor(category_id)2 0.41
factor(worker_id)89:factor(category_id)2 0
factor(worker_id)90:factor(category_id)2 0
factor(worker_id)91:factor(category_id)2 0
factor(worker_id)92:factor(category_id)2 0
factor(worker_id)93:factor(category_id)2 0
factor(worker_id)94:factor(category_id)2 0
factor(worker_id)95:factor(category_id)2 0
factor(worker_id)96:factor(category_id)2 1
factor(worker_id)97:factor(category_id)2 0
factor(worker_id)98:factor(category_id)2 0
factor(worker_id)99:factor(category_id)2 0
factor(worker_id)100:factor(category_id)2 0

Significant match effect number = 17 out of 99

num_process = 500, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.003 0.043 -0.109 -0.003 0.094
factor(worker_id)2 100 0 0.000 0.063 -0.170 0.002 0.153
factor(worker_id)3 100 0 0.002 0.063 -0.132 0.003 0.140
factor(worker_id)4 100 0 -0.001 0.071 -0.149 -0.001 0.203
factor(worker_id)5 100 0 0.002 0.063 -0.188 -0.006 0.143
factor(worker_id)6 100 0 0.004 0.068 -0.138 0.001 0.146
factor(worker_id)7 100 0 0.009 0.060 -0.123 0.006 0.118
factor(worker_id)8 100 0 0.010 0.071 -0.167 0.009 0.172
factor(worker_id)9 100 0 0.010 0.059 -0.112 0.010 0.162
factor(worker_id)10 100 0 0.001 0.062 -0.131 -0.003 0.162
factor(worker_id)11 100 0 0.006 0.064 -0.156 -0.001 0.148
factor(worker_id)12 100 0 0.003 0.058 -0.147 -0.002 0.171
factor(worker_id)13 100 0 -0.005 0.064 -0.173 -0.001 0.159
factor(worker_id)14 100 0 0.003 0.066 -0.144 0.005 0.177
factor(worker_id)15 100 0 0.010 0.065 -0.164 0.016 0.166
factor(worker_id)16 100 0 -0.002 0.060 -0.110 -0.007 0.154
factor(worker_id)17 100 0 0.010 0.059 -0.146 0.015 0.208
factor(worker_id)18 100 0 0.003 0.056 -0.169 0.004 0.121
factor(worker_id)19 100 0 -0.001 0.066 -0.164 0.002 0.158
factor(worker_id)20 100 0 -0.001 0.064 -0.173 -0.004 0.140
factor(worker_id)21 100 0 0.003 0.060 -0.197 0.005 0.151
factor(worker_id)22 100 0 -0.005 0.066 -0.144 -0.010 0.171
factor(worker_id)23 100 0 0.002 0.062 -0.141 0.005 0.134
factor(worker_id)24 100 0 -0.001 0.064 -0.131 -0.002 0.170
factor(worker_id)25 100 0 0.003 0.060 -0.135 0.005 0.169
factor(worker_id)26 100 0 0.004 0.058 -0.134 0.008 0.150
factor(worker_id)27 100 0 0.010 0.062 -0.138 0.007 0.171
factor(worker_id)28 100 0 0.007 0.057 -0.122 -0.001 0.152
factor(worker_id)29 100 0 -0.004 0.064 -0.140 -0.005 0.217
factor(worker_id)30 100 0 0.005 0.065 -0.135 -0.002 0.152
factor(worker_id)31 100 0 0.002 0.066 -0.136 -0.001 0.149
factor(worker_id)32 100 0 0.004 0.059 -0.156 0.008 0.150
factor(worker_id)33 100 0 0.011 0.063 -0.138 0.015 0.182
factor(worker_id)34 100 0 0.004 0.059 -0.145 0.001 0.199
factor(worker_id)35 100 0 -0.002 0.065 -0.143 -0.007 0.186
factor(worker_id)36 100 0 0.005 0.069 -0.183 0.013 0.178
factor(worker_id)37 100 0 0.014 0.066 -0.147 0.017 0.144
factor(worker_id)38 100 0 0.004 0.063 -0.140 0.001 0.155
factor(worker_id)39 100 0 0.004 0.065 -0.139 0.012 0.179
factor(worker_id)40 100 0 0.000 0.060 -0.146 -0.002 0.178
factor(worker_id)41 100 0 0.006 0.059 -0.134 0.000 0.157
factor(worker_id)42 100 0 0.010 0.056 -0.133 0.009 0.155
factor(worker_id)43 100 0 0.008 0.062 -0.108 0.003 0.172
factor(worker_id)44 100 0 -0.001 0.062 -0.147 -0.001 0.159
factor(worker_id)45 100 0 0.006 0.067 -0.157 0.009 0.183
factor(worker_id)46 100 0 -0.004 0.072 -0.210 0.001 0.183
factor(worker_id)47 100 0 0.006 0.064 -0.170 0.009 0.181
factor(worker_id)48 100 0 0.005 0.064 -0.145 0.004 0.186
factor(worker_id)49 100 0 0.003 0.057 -0.135 0.001 0.112
factor(worker_id)50 100 0 0.003 0.063 -0.131 0.009 0.193
factor(worker_id)51 100 0 0.010 0.063 -0.132 0.021 0.126
factor(worker_id)52 100 0 0.011 0.061 -0.175 0.002 0.151
factor(worker_id)53 100 0 0.010 0.062 -0.122 0.010 0.177
factor(worker_id)54 100 0 0.002 0.064 -0.135 0.000 0.148
factor(worker_id)55 100 0 0.012 0.059 -0.120 0.021 0.127
factor(worker_id)56 100 0 0.005 0.069 -0.178 -0.006 0.216
factor(worker_id)57 100 0 -0.002 0.068 -0.213 -0.009 0.184
factor(worker_id)58 100 0 -0.001 0.067 -0.150 0.004 0.146
factor(worker_id)59 100 0 0.002 0.067 -0.142 -0.003 0.204
factor(worker_id)60 100 0 0.002 0.051 -0.131 0.000 0.153
factor(worker_id)61 100 0 0.012 0.068 -0.153 0.003 0.168
factor(worker_id)62 100 0 0.007 0.051 -0.091 0.006 0.119
factor(worker_id)63 100 0 0.007 0.062 -0.180 0.003 0.184
factor(worker_id)64 100 0 0.011 0.065 -0.112 0.017 0.153
factor(worker_id)65 100 0 -0.003 0.057 -0.116 -0.002 0.150
factor(worker_id)66 100 0 0.009 0.064 -0.132 0.014 0.132
factor(worker_id)67 100 0 0.013 0.059 -0.107 0.004 0.172
factor(worker_id)68 100 0 0.005 0.064 -0.176 0.015 0.158
factor(worker_id)69 100 0 0.005 0.068 -0.167 0.004 0.161
factor(worker_id)70 100 0 0.006 0.061 -0.117 0.002 0.151
factor(worker_id)71 100 0 0.000 0.065 -0.169 -0.005 0.171
factor(worker_id)72 100 0 0.008 0.065 -0.145 0.009 0.184
factor(worker_id)73 100 0 0.000 0.061 -0.115 -0.004 0.174
factor(worker_id)74 100 0 -0.002 0.057 -0.124 -0.002 0.147
factor(worker_id)75 100 0 0.000 0.064 -0.169 -0.004 0.151
factor(worker_id)76 100 0 0.001 0.059 -0.116 -0.004 0.170
factor(worker_id)77 100 0 -0.001 0.061 -0.159 0.002 0.121
factor(worker_id)78 100 0 0.008 0.060 -0.129 0.004 0.179
factor(worker_id)79 100 0 0.003 0.064 -0.164 -0.001 0.136
factor(worker_id)80 100 0 -0.008 0.063 -0.166 -0.011 0.152
factor(worker_id)81 100 0 0.001 0.060 -0.140 0.000 0.145
factor(worker_id)82 100 0 0.002 0.067 -0.176 0.013 0.137
factor(worker_id)83 100 0 0.010 0.062 -0.146 0.010 0.140
factor(worker_id)84 100 0 0.003 0.057 -0.156 0.017 0.125
factor(worker_id)85 100 0 0.015 0.058 -0.148 0.014 0.149
factor(worker_id)86 100 0 0.009 0.058 -0.138 0.004 0.157
factor(worker_id)87 100 0 0.008 0.065 -0.122 0.000 0.208
factor(worker_id)88 100 0 0.003 0.062 -0.147 0.006 0.163
factor(worker_id)89 100 0 0.002 0.057 -0.159 0.010 0.117
factor(worker_id)90 100 0 -0.001 0.060 -0.199 0.004 0.157
factor(worker_id)91 100 0 0.006 0.068 -0.200 0.003 0.206
factor(worker_id)92 100 0 0.004 0.060 -0.188 0.003 0.192
factor(worker_id)93 100 0 0.005 0.062 -0.117 0.005 0.181
factor(worker_id)94 100 0 0.003 0.061 -0.142 -0.001 0.142
factor(worker_id)95 100 0 0.002 0.067 -0.131 0.000 0.166
factor(worker_id)96 100 0 -0.001 0.062 -0.130 0.001 0.179
factor(worker_id)97 100 0 -0.003 0.063 -0.143 0.003 0.143
factor(worker_id)98 100 0 0.007 0.060 -0.178 0.012 0.148
factor(worker_id)99 100 0 -0.005 0.063 -0.141 -0.015 0.130
factor(worker_id)100 100 0 0.000 0.056 -0.150 0.000 0.103
factor(category_id)2 100 0 -0.002 0.066 -0.185 0.001 0.184
factor(worker_id)2:factor(category_id)2 100 0 0.010 0.098 -0.282 0.014 0.258
factor(worker_id)3:factor(category_id)2 100 0 0.000 0.097 -0.240 -0.001 0.256
factor(worker_id)4:factor(category_id)2 100 0 0.010 0.108 -0.305 0.009 0.258
factor(worker_id)5:factor(category_id)2 100 0 0.005 0.100 -0.226 0.008 0.325
factor(worker_id)6:factor(category_id)2 100 0 0.005 0.103 -0.212 -0.008 0.285
factor(worker_id)7:factor(category_id)2 100 0 0.002 0.095 -0.228 -0.005 0.320
factor(worker_id)8:factor(category_id)2 100 0 0.002 0.098 -0.242 -0.005 0.240
factor(worker_id)9:factor(category_id)2 100 0 -0.006 0.092 -0.236 0.011 0.262
factor(worker_id)10:factor(category_id)2 100 0 0.014 0.103 -0.200 0.023 0.260
factor(worker_id)11:factor(category_id)2 100 0 -0.004 0.098 -0.271 -0.001 0.263
factor(worker_id)12:factor(category_id)2 100 0 0.006 0.083 -0.209 0.009 0.188
factor(worker_id)13:factor(category_id)2 100 0 0.006 0.091 -0.220 0.006 0.215
factor(worker_id)14:factor(category_id)2 100 0 0.007 0.099 -0.276 0.005 0.252
factor(worker_id)15:factor(category_id)2 100 0 -0.005 0.099 -0.253 -0.015 0.219
factor(worker_id)16:factor(category_id)2 100 0 0.014 0.080 -0.205 0.025 0.204
factor(worker_id)17:factor(category_id)2 100 0 -0.013 0.082 -0.190 -0.012 0.168
factor(worker_id)18:factor(category_id)2 100 0 -0.004 0.080 -0.202 -0.014 0.157
factor(worker_id)19:factor(category_id)2 100 0 0.009 0.088 -0.242 0.004 0.225
factor(worker_id)20:factor(category_id)2 100 0 0.016 0.093 -0.212 0.018 0.304
factor(worker_id)21:factor(category_id)2 100 0 -0.001 0.091 -0.217 -0.008 0.262
factor(worker_id)22:factor(category_id)2 100 0 0.011 0.094 -0.285 0.011 0.258
factor(worker_id)23:factor(category_id)2 100 0 0.009 0.098 -0.208 0.018 0.286
factor(worker_id)24:factor(category_id)2 100 0 -0.001 0.091 -0.231 -0.013 0.260
factor(worker_id)25:factor(category_id)2 100 0 0.005 0.094 -0.233 0.014 0.204
factor(worker_id)26:factor(category_id)2 100 0 -0.003 0.083 -0.197 0.005 0.198
factor(worker_id)27:factor(category_id)2 100 0 -0.004 0.093 -0.236 -0.013 0.226
factor(worker_id)28:factor(category_id)2 100 0 -0.011 0.097 -0.327 -0.015 0.320
factor(worker_id)29:factor(category_id)2 100 0 0.011 0.093 -0.221 0.016 0.234
factor(worker_id)30:factor(category_id)2 100 0 -0.009 0.092 -0.267 -0.022 0.201
factor(worker_id)31:factor(category_id)2 100 0 0.003 0.096 -0.296 0.006 0.198
factor(worker_id)32:factor(category_id)2 100 0 0.005 0.088 -0.204 0.006 0.258
factor(worker_id)33:factor(category_id)2 100 0 -0.010 0.089 -0.252 -0.015 0.188
factor(worker_id)34:factor(category_id)2 100 0 0.006 0.086 -0.176 0.021 0.212
factor(worker_id)35:factor(category_id)2 100 0 0.004 0.098 -0.280 0.001 0.231
factor(worker_id)36:factor(category_id)2 100 0 -0.010 0.100 -0.244 -0.024 0.259
factor(worker_id)37:factor(category_id)2 100 0 -0.006 0.094 -0.239 -0.010 0.231
factor(worker_id)38:factor(category_id)2 100 0 0.006 0.091 -0.184 0.015 0.256
factor(worker_id)39:factor(category_id)2 100 0 0.001 0.095 -0.225 -0.002 0.265
factor(worker_id)40:factor(category_id)2 100 0 0.003 0.099 -0.297 -0.002 0.216
factor(worker_id)41:factor(category_id)2 100 0 0.006 0.092 -0.238 0.019 0.208
factor(worker_id)42:factor(category_id)2 100 0 -0.005 0.087 -0.203 -0.008 0.191
factor(worker_id)43:factor(category_id)2 100 0 -0.001 0.091 -0.200 0.003 0.264
factor(worker_id)44:factor(category_id)2 100 0 0.005 0.097 -0.252 -0.002 0.220
factor(worker_id)45:factor(category_id)2 100 0 0.004 0.093 -0.247 0.008 0.243
factor(worker_id)46:factor(category_id)2 100 0 0.006 0.091 -0.254 0.009 0.257
factor(worker_id)47:factor(category_id)2 100 0 -0.003 0.096 -0.290 -0.024 0.238
factor(worker_id)48:factor(category_id)2 100 0 -0.004 0.101 -0.227 -0.007 0.243
factor(worker_id)49:factor(category_id)2 100 0 0.004 0.088 -0.208 0.005 0.203
factor(worker_id)50:factor(category_id)2 100 0 0.009 0.082 -0.212 0.001 0.176
factor(worker_id)51:factor(category_id)2 100 0 -0.004 0.090 -0.220 -0.011 0.259
factor(worker_id)52:factor(category_id)2 100 0 -0.016 0.087 -0.250 -0.013 0.240
factor(worker_id)53:factor(category_id)2 100 0 -0.001 0.092 -0.259 -0.001 0.193
factor(worker_id)54:factor(category_id)2 100 0 0.005 0.093 -0.207 0.002 0.218
factor(worker_id)55:factor(category_id)2 100 0 -0.007 0.095 -0.234 0.000 0.189
factor(worker_id)56:factor(category_id)2 100 0 0.001 0.098 -0.275 0.004 0.192
factor(worker_id)57:factor(category_id)2 100 0 0.011 0.099 -0.262 0.012 0.230
factor(worker_id)58:factor(category_id)2 100 0 0.011 0.095 -0.236 0.012 0.290
factor(worker_id)59:factor(category_id)2 100 0 0.008 0.092 -0.279 0.021 0.212
factor(worker_id)60:factor(category_id)2 100 0 0.002 0.085 -0.279 0.003 0.173
factor(worker_id)61:factor(category_id)2 100 0 0.001 0.100 -0.206 -0.003 0.253
factor(worker_id)62:factor(category_id)2 100 0 -0.009 0.084 -0.252 -0.011 0.172
factor(worker_id)63:factor(category_id)2 100 0 0.001 0.091 -0.271 0.006 0.228
factor(worker_id)64:factor(category_id)2 100 0 -0.012 0.103 -0.259 -0.002 0.203
factor(worker_id)65:factor(category_id)2 100 0 0.004 0.090 -0.251 0.015 0.211
factor(worker_id)66:factor(category_id)2 100 0 -0.013 0.084 -0.229 -0.023 0.220
factor(worker_id)67:factor(category_id)2 100 0 -0.008 0.088 -0.371 -0.012 0.162
factor(worker_id)68:factor(category_id)2 100 0 0.000 0.095 -0.228 -0.006 0.249
factor(worker_id)69:factor(category_id)2 100 0 -0.007 0.100 -0.286 0.000 0.236
factor(worker_id)70:factor(category_id)2 100 0 0.003 0.091 -0.251 -0.005 0.211
factor(worker_id)71:factor(category_id)2 100 0 0.006 0.097 -0.292 0.011 0.261
factor(worker_id)72:factor(category_id)2 100 0 -0.001 0.109 -0.307 -0.004 0.275
factor(worker_id)73:factor(category_id)2 100 0 0.004 0.089 -0.265 0.011 0.197
factor(worker_id)74:factor(category_id)2 100 0 0.006 0.088 -0.183 0.000 0.210
factor(worker_id)75:factor(category_id)2 100 0 0.000 0.101 -0.223 -0.011 0.261
factor(worker_id)76:factor(category_id)2 100 0 0.007 0.096 -0.256 0.019 0.175
factor(worker_id)77:factor(category_id)2 100 0 0.003 0.094 -0.237 0.012 0.247
factor(worker_id)78:factor(category_id)2 100 0 -0.003 0.091 -0.254 0.006 0.245
factor(worker_id)79:factor(category_id)2 100 0 0.003 0.092 -0.246 0.006 0.225
factor(worker_id)80:factor(category_id)2 100 0 0.011 0.089 -0.230 0.016 0.233
factor(worker_id)81:factor(category_id)2 100 0 0.005 0.081 -0.231 0.013 0.227
factor(worker_id)82:factor(category_id)2 100 0 -0.002 0.094 -0.181 -0.005 0.313
factor(worker_id)83:factor(category_id)2 100 0 0.001 0.097 -0.214 -0.003 0.286
factor(worker_id)84:factor(category_id)2 100 0 -0.005 0.086 -0.163 -0.017 0.216
factor(worker_id)85:factor(category_id)2 100 0 -0.007 0.083 -0.193 -0.004 0.188
factor(worker_id)86:factor(category_id)2 100 0 -0.004 0.088 -0.186 -0.008 0.282
factor(worker_id)87:factor(category_id)2 100 0 -0.005 0.094 -0.249 0.004 0.193
factor(worker_id)88:factor(category_id)2 100 0 0.002 0.091 -0.285 -0.002 0.229
factor(worker_id)89:factor(category_id)2 100 0 -0.004 0.080 -0.225 -0.010 0.219
factor(worker_id)90:factor(category_id)2 100 0 0.008 0.092 -0.270 0.008 0.208
factor(worker_id)91:factor(category_id)2 100 0 -0.002 0.095 -0.281 -0.003 0.234
factor(worker_id)92:factor(category_id)2 100 0 0.001 0.084 -0.254 -0.004 0.277
factor(worker_id)93:factor(category_id)2 100 0 0.005 0.092 -0.223 0.020 0.221
factor(worker_id)94:factor(category_id)2 100 0 0.001 0.078 -0.208 -0.001 0.196
factor(worker_id)95:factor(category_id)2 100 0 0.012 0.095 -0.173 0.015 0.227
factor(worker_id)96:factor(category_id)2 100 0 0.003 0.097 -0.324 0.009 0.196
factor(worker_id)97:factor(category_id)2 100 0 0.009 0.099 -0.243 0.008 0.243
factor(worker_id)98:factor(category_id)2 100 0 -0.010 0.094 -0.290 -0.016 0.199
factor(worker_id)99:factor(category_id)2 100 0 0.005 0.085 -0.204 0.018 0.226
factor(worker_id)100:factor(category_id)2 100 0 0.003 0.093 -0.182 -0.006 0.240

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(worker_id)31 1
factor(worker_id)32 1
factor(worker_id)33 1
factor(worker_id)34 1
factor(worker_id)35 1
factor(worker_id)36 1
factor(worker_id)37 1
factor(worker_id)38 1
factor(worker_id)39 1
factor(worker_id)40 1
factor(worker_id)41 1
factor(worker_id)42 1
factor(worker_id)43 1
factor(worker_id)44 1
factor(worker_id)45 1
factor(worker_id)46 1
factor(worker_id)47 1
factor(worker_id)48 1
factor(worker_id)49 1
factor(worker_id)50 1
factor(worker_id)51 1
factor(worker_id)52 1
factor(worker_id)53 1
factor(worker_id)54 1
factor(worker_id)55 1
factor(worker_id)56 1
factor(worker_id)57 1
factor(worker_id)58 1
factor(worker_id)59 1
factor(worker_id)60 1
factor(worker_id)61 1
factor(worker_id)62 1
factor(worker_id)63 1
factor(worker_id)64 1
factor(worker_id)65 1
factor(worker_id)66 1
factor(worker_id)67 1
factor(worker_id)68 1
factor(worker_id)69 1
factor(worker_id)70 1
factor(worker_id)71 1
factor(worker_id)72 1
factor(worker_id)73 1
factor(worker_id)74 1
factor(worker_id)75 1
factor(worker_id)76 1
factor(worker_id)77 1
factor(worker_id)78 1
factor(worker_id)79 1
factor(worker_id)80 1
factor(worker_id)81 1
factor(worker_id)82 1
factor(worker_id)83 1
factor(worker_id)84 1
factor(worker_id)85 1
factor(worker_id)86 1
factor(worker_id)87 1
factor(worker_id)88 1
factor(worker_id)89 1
factor(worker_id)90 1
factor(worker_id)91 1
factor(worker_id)92 1
factor(worker_id)93 1
factor(worker_id)94 1
factor(worker_id)95 1
factor(worker_id)96 1
factor(worker_id)97 1
factor(worker_id)98 1
factor(worker_id)99 1
factor(worker_id)100 1
factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 1
factor(worker_id)4:factor(category_id)2 0.06
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)6:factor(category_id)2 1
factor(worker_id)7:factor(category_id)2 1
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 1
factor(worker_id)10:factor(category_id)2 1
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 1
factor(worker_id)13:factor(category_id)2 0.16
factor(worker_id)14:factor(category_id)2 1
factor(worker_id)15:factor(category_id)2 0
factor(worker_id)16:factor(category_id)2 1
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 1
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 0
factor(worker_id)21:factor(category_id)2 1
factor(worker_id)22:factor(category_id)2 0.2
factor(worker_id)23:factor(category_id)2 0
factor(worker_id)24:factor(category_id)2 0.03
factor(worker_id)25:factor(category_id)2 0
factor(worker_id)26:factor(category_id)2 1
factor(worker_id)27:factor(category_id)2 0
factor(worker_id)28:factor(category_id)2 0
factor(worker_id)29:factor(category_id)2 1
factor(worker_id)30:factor(category_id)2 1
factor(worker_id)31:factor(category_id)2 0
factor(worker_id)32:factor(category_id)2 1
factor(worker_id)33:factor(category_id)2 1
factor(worker_id)34:factor(category_id)2 0
factor(worker_id)35:factor(category_id)2 0.91
factor(worker_id)36:factor(category_id)2 1
factor(worker_id)37:factor(category_id)2 1
factor(worker_id)38:factor(category_id)2 1
factor(worker_id)39:factor(category_id)2 0
factor(worker_id)40:factor(category_id)2 1
factor(worker_id)41:factor(category_id)2 1
factor(worker_id)42:factor(category_id)2 1
factor(worker_id)43:factor(category_id)2 0
factor(worker_id)44:factor(category_id)2 0
factor(worker_id)45:factor(category_id)2 1
factor(worker_id)46:factor(category_id)2 1
factor(worker_id)47:factor(category_id)2 0
factor(worker_id)48:factor(category_id)2 0
factor(worker_id)49:factor(category_id)2 1
factor(worker_id)50:factor(category_id)2 1
factor(worker_id)51:factor(category_id)2 1
factor(worker_id)52:factor(category_id)2 0
factor(worker_id)53:factor(category_id)2 1
factor(worker_id)54:factor(category_id)2 0
factor(worker_id)55:factor(category_id)2 0
factor(worker_id)56:factor(category_id)2 0
factor(worker_id)57:factor(category_id)2 0
factor(worker_id)58:factor(category_id)2 0
factor(worker_id)59:factor(category_id)2 1
factor(worker_id)60:factor(category_id)2 1
factor(worker_id)61:factor(category_id)2 1
factor(worker_id)62:factor(category_id)2 1
factor(worker_id)63:factor(category_id)2 1
factor(worker_id)64:factor(category_id)2 0
factor(worker_id)65:factor(category_id)2 0
factor(worker_id)66:factor(category_id)2 0
factor(worker_id)67:factor(category_id)2 1
factor(worker_id)68:factor(category_id)2 0
factor(worker_id)69:factor(category_id)2 1
factor(worker_id)70:factor(category_id)2 1
factor(worker_id)71:factor(category_id)2 0
factor(worker_id)72:factor(category_id)2 1
factor(worker_id)73:factor(category_id)2 1
factor(worker_id)74:factor(category_id)2 1
factor(worker_id)75:factor(category_id)2 0.9
factor(worker_id)76:factor(category_id)2 0
factor(worker_id)77:factor(category_id)2 0
factor(worker_id)78:factor(category_id)2 0
factor(worker_id)79:factor(category_id)2 1
factor(worker_id)80:factor(category_id)2 1
factor(worker_id)81:factor(category_id)2 0.14
factor(worker_id)82:factor(category_id)2 0
factor(worker_id)83:factor(category_id)2 1
factor(worker_id)84:factor(category_id)2 1
factor(worker_id)85:factor(category_id)2 1
factor(worker_id)86:factor(category_id)2 0
factor(worker_id)87:factor(category_id)2 1
factor(worker_id)88:factor(category_id)2 1
factor(worker_id)89:factor(category_id)2 1
factor(worker_id)90:factor(category_id)2 0
factor(worker_id)91:factor(category_id)2 1
factor(worker_id)92:factor(category_id)2 0
factor(worker_id)93:factor(category_id)2 1
factor(worker_id)94:factor(category_id)2 1
factor(worker_id)95:factor(category_id)2 1
factor(worker_id)96:factor(category_id)2 0
factor(worker_id)97:factor(category_id)2 1
factor(worker_id)98:factor(category_id)2 0.98
factor(worker_id)99:factor(category_id)2 0
factor(worker_id)100:factor(category_id)2 1

Significant match effect number = 57 out of 99

worker=50 category=5 data

num_process = 10, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.038 0.307 -0.796 -0.055 0.631
factor(worker_id)2 100 0 0.054 0.449 -0.988 0.039 1.328
factor(worker_id)3 100 0 0.078 0.459 -0.858 0.036 1.459
factor(worker_id)4 100 0 0.028 0.411 -0.772 -0.015 1.091
factor(worker_id)5 100 0 0.065 0.438 -1.343 0.077 0.974
factor(worker_id)6 100 0 0.084 0.452 -0.939 0.098 1.264
factor(worker_id)7 100 0 0.032 0.450 -1.080 0.012 1.197
factor(worker_id)8 100 0 0.087 0.441 -0.736 0.104 1.401
factor(worker_id)9 100 0 0.022 0.448 -1.175 0.098 1.092
factor(worker_id)10 100 0 0.014 0.461 -1.272 -0.008 1.264
factor(worker_id)11 100 0 0.063 0.449 -1.075 0.051 1.533
factor(worker_id)12 100 0 0.031 0.419 -0.858 0.013 1.255
factor(worker_id)13 100 0 0.102 0.464 -0.898 0.111 0.992
factor(worker_id)14 100 0 0.060 0.400 -0.843 0.064 1.162
factor(worker_id)15 100 0 0.018 0.433 -1.307 -0.009 1.062
factor(worker_id)16 100 0 0.043 0.453 -0.978 0.056 1.124
factor(worker_id)17 100 0 0.118 0.397 -0.956 0.161 1.016
factor(worker_id)18 100 0 0.036 0.424 -0.928 0.041 1.210
factor(worker_id)19 100 0 0.026 0.444 -0.893 -0.009 1.362
factor(worker_id)20 100 0 0.085 0.463 -0.958 0.061 1.165
factor(worker_id)21 100 0 0.040 0.442 -1.033 0.061 1.317
factor(worker_id)22 100 0 0.045 0.476 -0.899 -0.020 1.301
factor(worker_id)23 100 0 0.051 0.469 -0.999 0.045 1.133
factor(worker_id)24 100 0 -0.011 0.384 -0.765 -0.032 1.121
factor(worker_id)25 100 0 0.043 0.483 -0.823 0.063 1.865
factor(worker_id)26 100 0 0.031 0.439 -1.517 -0.008 1.069
factor(worker_id)27 100 0 0.006 0.437 -1.414 0.023 0.960
factor(worker_id)28 100 0 -0.005 0.425 -0.824 0.038 1.199
factor(worker_id)29 100 0 0.054 0.456 -1.035 0.002 1.218
factor(worker_id)30 100 0 0.110 0.417 -0.900 0.104 1.283
factor(worker_id)31 100 0 0.031 0.439 -1.065 0.019 1.230
factor(worker_id)32 100 0 0.059 0.437 -1.127 0.093 1.259
factor(worker_id)33 100 0 0.019 0.442 -1.115 0.064 0.953
factor(worker_id)34 100 0 0.042 0.415 -0.977 -0.002 1.300
factor(worker_id)35 100 0 0.057 0.452 -0.887 0.063 1.340
factor(worker_id)36 100 0 0.049 0.456 -1.149 0.021 1.207
factor(worker_id)37 100 0 0.005 0.466 -0.922 -0.041 1.645
factor(worker_id)38 100 0 0.075 0.423 -0.788 0.049 1.172
factor(worker_id)39 100 0 0.007 0.444 -1.233 -0.013 1.193
factor(worker_id)40 100 0 0.028 0.451 -1.325 0.044 1.276
factor(worker_id)41 100 0 0.067 0.467 -1.169 0.033 1.348
factor(worker_id)42 100 0 0.063 0.455 -0.904 0.087 1.322
factor(worker_id)43 100 0 -0.008 0.441 -1.093 -0.025 0.958
factor(worker_id)44 100 0 0.043 0.422 -0.856 0.029 1.318
factor(worker_id)45 100 0 0.011 0.402 -1.026 0.066 0.998
factor(worker_id)46 100 0 0.075 0.427 -1.024 0.054 0.901
factor(worker_id)47 100 0 0.037 0.418 -1.238 0.024 0.937
factor(worker_id)48 100 0 0.015 0.450 -1.099 0.045 1.431
factor(worker_id)49 100 0 -0.004 0.409 -0.916 -0.050 1.044
factor(worker_id)50 100 0 -0.008 0.485 -1.105 -0.042 1.384
factor(category_id)2 100 0 0.048 0.446 -1.031 0.027 1.148
factor(category_id)3 100 0 0.044 0.417 -0.795 0.013 1.193
factor(category_id)4 100 0 0.035 0.441 -1.145 0.002 1.215
factor(category_id)5 100 0 0.092 0.432 -0.915 0.107 1.259
factor(worker_id)2:factor(category_id)2 100 0 -0.057 0.599 -1.538 -0.023 1.620
factor(worker_id)3:factor(category_id)2 100 0 -0.089 0.636 -1.697 -0.104 1.317
factor(worker_id)4:factor(category_id)2 100 0 -0.096 0.520 -1.411 -0.044 1.147
factor(worker_id)5:factor(category_id)2 100 0 -0.068 0.623 -1.554 -0.089 2.228
factor(worker_id)6:factor(category_id)2 100 0 -0.094 0.693 -1.808 -0.097 1.993
factor(worker_id)7:factor(category_id)2 100 0 -0.061 0.633 -1.771 -0.063 1.642
factor(worker_id)8:factor(category_id)2 100 0 -0.100 0.667 -1.194 -0.129 1.823
factor(worker_id)9:factor(category_id)2 100 0 -0.003 0.589 -1.344 0.003 1.725
factor(worker_id)10:factor(category_id)2 100 0 -0.025 0.657 -1.506 0.013 1.382
factor(worker_id)11:factor(category_id)2 100 0 -0.120 0.671 -1.866 -0.048 1.439
factor(worker_id)12:factor(category_id)2 100 0 -0.067 0.643 -1.581 -0.113 1.542
factor(worker_id)13:factor(category_id)2 100 0 -0.151 0.652 -1.719 -0.213 1.602
factor(worker_id)14:factor(category_id)2 100 0 -0.094 0.576 -1.563 -0.087 1.361
factor(worker_id)15:factor(category_id)2 100 0 0.016 0.635 -1.601 0.030 2.572
factor(worker_id)16:factor(category_id)2 100 0 -0.077 0.589 -1.859 -0.020 1.719
factor(worker_id)17:factor(category_id)2 100 0 -0.122 0.591 -1.912 -0.154 1.432
factor(worker_id)18:factor(category_id)2 100 0 -0.031 0.568 -1.384 -0.064 1.298
factor(worker_id)19:factor(category_id)2 100 0 -0.036 0.648 -1.756 -0.007 1.477
factor(worker_id)20:factor(category_id)2 100 0 -0.089 0.670 -1.709 -0.139 1.477
factor(worker_id)21:factor(category_id)2 100 0 -0.071 0.637 -1.825 -0.011 1.161
factor(worker_id)22:factor(category_id)2 100 0 -0.021 0.679 -1.971 0.026 1.454
factor(worker_id)23:factor(category_id)2 100 0 -0.046 0.644 -1.363 -0.068 1.352
factor(worker_id)24:factor(category_id)2 100 0 -0.020 0.602 -1.646 -0.012 1.278
factor(worker_id)25:factor(category_id)2 100 0 -0.100 0.651 -2.027 -0.069 1.510
factor(worker_id)26:factor(category_id)2 100 0 -0.017 0.639 -1.872 -0.070 1.726
factor(worker_id)27:factor(category_id)2 100 0 0.012 0.628 -1.720 0.081 1.401
factor(worker_id)28:factor(category_id)2 100 0 0.008 0.575 -1.398 -0.035 1.327
factor(worker_id)29:factor(category_id)2 100 0 -0.105 0.703 -1.904 -0.070 1.523
factor(worker_id)30:factor(category_id)2 100 0 -0.110 0.599 -1.627 -0.063 1.498
factor(worker_id)31:factor(category_id)2 100 0 0.003 0.628 -1.403 0.034 1.571
factor(worker_id)32:factor(category_id)2 100 0 -0.082 0.598 -1.464 -0.203 1.739
factor(worker_id)33:factor(category_id)2 100 0 -0.027 0.630 -1.386 -0.029 1.673
factor(worker_id)34:factor(category_id)2 100 0 -0.017 0.591 -1.778 -0.011 1.687
factor(worker_id)35:factor(category_id)2 100 0 -0.007 0.613 -1.567 0.025 1.473
factor(worker_id)36:factor(category_id)2 100 0 -0.057 0.630 -1.428 -0.037 1.726
factor(worker_id)37:factor(category_id)2 100 0 -0.033 0.673 -2.498 0.049 1.373
factor(worker_id)38:factor(category_id)2 100 0 -0.086 0.550 -1.513 -0.104 1.079
factor(worker_id)39:factor(category_id)2 100 0 0.032 0.673 -1.660 0.097 1.818
factor(worker_id)40:factor(category_id)2 100 0 -0.047 0.627 -1.683 -0.027 1.456
factor(worker_id)41:factor(category_id)2 100 0 -0.084 0.594 -1.393 -0.088 1.309
factor(worker_id)42:factor(category_id)2 100 0 -0.041 0.646 -1.867 -0.009 1.506
factor(worker_id)43:factor(category_id)2 100 0 0.023 0.599 -1.164 0.002 1.256
factor(worker_id)44:factor(category_id)2 100 0 -0.041 0.651 -1.907 0.022 1.497
factor(worker_id)45:factor(category_id)2 100 0 -0.033 0.579 -1.344 -0.088 1.284
factor(worker_id)46:factor(category_id)2 100 0 -0.107 0.628 -1.492 -0.049 1.279
factor(worker_id)47:factor(category_id)2 100 0 0.006 0.595 -1.522 0.002 1.802
factor(worker_id)48:factor(category_id)2 100 0 -0.089 0.672 -2.015 -0.121 1.249
factor(worker_id)49:factor(category_id)2 100 0 -0.075 0.585 -1.829 -0.121 1.131
factor(worker_id)50:factor(category_id)2 100 0 0.003 0.669 -1.695 0.052 1.823
factor(worker_id)2:factor(category_id)3 100 0 -0.037 0.638 -1.710 -0.070 1.637
factor(worker_id)3:factor(category_id)3 100 0 -0.048 0.710 -2.080 0.005 1.668
factor(worker_id)4:factor(category_id)3 100 0 -0.021 0.587 -1.438 0.024 1.154
factor(worker_id)5:factor(category_id)3 100 0 -0.048 0.643 -1.909 -0.084 1.300
factor(worker_id)6:factor(category_id)3 100 0 -0.094 0.659 -1.639 -0.127 1.550
factor(worker_id)7:factor(category_id)3 100 0 -0.017 0.674 -1.503 0.005 1.613
factor(worker_id)8:factor(category_id)3 100 0 -0.072 0.626 -1.826 -0.161 1.673
factor(worker_id)9:factor(category_id)3 100 0 -0.069 0.643 -2.113 -0.036 1.173
factor(worker_id)10:factor(category_id)3 100 0 -0.046 0.598 -1.532 -0.032 1.592
factor(worker_id)11:factor(category_id)3 100 0 -0.063 0.627 -1.574 -0.031 1.272
factor(worker_id)12:factor(category_id)3 100 0 -0.085 0.660 -1.929 -0.086 1.403
factor(worker_id)13:factor(category_id)3 100 0 -0.080 0.620 -1.531 0.009 1.227
factor(worker_id)14:factor(category_id)3 100 0 -0.079 0.607 -1.487 -0.057 1.151
factor(worker_id)15:factor(category_id)3 100 0 0.001 0.582 -1.374 -0.032 1.855
factor(worker_id)16:factor(category_id)3 100 0 -0.033 0.677 -2.207 0.026 1.848
factor(worker_id)17:factor(category_id)3 100 0 -0.150 0.545 -1.320 -0.172 1.196
factor(worker_id)18:factor(category_id)3 100 0 -0.061 0.578 -1.413 -0.081 1.624
factor(worker_id)19:factor(category_id)3 100 0 -0.016 0.593 -1.484 -0.037 1.616
factor(worker_id)20:factor(category_id)3 100 0 -0.079 0.631 -1.648 -0.040 1.176
factor(worker_id)21:factor(category_id)3 100 0 0.011 0.592 -1.456 0.000 1.464
factor(worker_id)22:factor(category_id)3 100 0 -0.055 0.639 -1.825 0.040 1.329
factor(worker_id)23:factor(category_id)3 100 0 -0.087 0.602 -1.802 -0.089 1.283
factor(worker_id)24:factor(category_id)3 100 0 0.077 0.610 -1.988 0.052 1.248
factor(worker_id)25:factor(category_id)3 100 0 -0.047 0.674 -2.360 -0.067 1.424
factor(worker_id)26:factor(category_id)3 100 0 -0.064 0.625 -2.115 -0.064 2.018
factor(worker_id)27:factor(category_id)3 100 0 -0.079 0.614 -1.218 -0.106 2.340
factor(worker_id)28:factor(category_id)3 100 0 -0.007 0.602 -1.478 0.009 1.734
factor(worker_id)29:factor(category_id)3 100 0 -0.066 0.543 -1.456 -0.092 1.449
factor(worker_id)30:factor(category_id)3 100 0 -0.143 0.627 -1.786 -0.128 1.276
factor(worker_id)31:factor(category_id)3 100 0 0.007 0.526 -1.291 -0.013 1.178
factor(worker_id)32:factor(category_id)3 100 0 -0.079 0.641 -1.501 -0.022 1.428
factor(worker_id)33:factor(category_id)3 100 0 -0.021 0.573 -1.507 0.020 1.317
factor(worker_id)34:factor(category_id)3 100 0 -0.094 0.580 -1.588 -0.018 1.532
factor(worker_id)35:factor(category_id)3 100 0 -0.102 0.602 -1.766 -0.139 1.352
factor(worker_id)36:factor(category_id)3 100 0 -0.028 0.633 -1.617 -0.038 1.396
factor(worker_id)37:factor(category_id)3 100 0 -0.039 0.604 -1.722 -0.007 1.248
factor(worker_id)38:factor(category_id)3 100 0 -0.154 0.660 -1.659 -0.077 1.255
factor(worker_id)39:factor(category_id)3 100 0 -0.007 0.580 -1.714 -0.030 1.450
factor(worker_id)40:factor(category_id)3 100 0 -0.029 0.624 -1.646 0.068 1.294
factor(worker_id)41:factor(category_id)3 100 0 -0.097 0.652 -1.912 -0.099 1.134
factor(worker_id)42:factor(category_id)3 100 0 -0.037 0.645 -2.531 0.047 1.276
factor(worker_id)43:factor(category_id)3 100 0 -0.026 0.659 -1.357 -0.026 1.530
factor(worker_id)44:factor(category_id)3 100 0 -0.061 0.609 -1.532 -0.056 1.227
factor(worker_id)45:factor(category_id)3 100 0 -0.014 0.593 -1.294 -0.056 1.332
factor(worker_id)46:factor(category_id)3 100 0 -0.018 0.603 -1.936 -0.059 1.866
factor(worker_id)47:factor(category_id)3 100 0 -0.079 0.581 -1.823 -0.051 1.280
factor(worker_id)48:factor(category_id)3 100 0 -0.041 0.641 -1.441 0.003 1.272
factor(worker_id)49:factor(category_id)3 100 0 -0.012 0.546 -1.648 0.003 1.065
factor(worker_id)50:factor(category_id)3 100 0 0.009 0.700 -1.712 0.048 1.750
factor(worker_id)2:factor(category_id)4 100 0 -0.049 0.629 -1.591 -0.008 1.754
factor(worker_id)3:factor(category_id)4 100 0 -0.059 0.633 -2.044 -0.048 1.223
factor(worker_id)4:factor(category_id)4 100 0 -0.052 0.539 -1.424 -0.048 1.357
factor(worker_id)5:factor(category_id)4 100 0 -0.073 0.621 -1.323 -0.105 1.436
factor(worker_id)6:factor(category_id)4 100 0 -0.089 0.662 -1.304 -0.124 1.228
factor(worker_id)7:factor(category_id)4 100 0 -0.064 0.599 -1.577 -0.086 1.450
factor(worker_id)8:factor(category_id)4 100 0 -0.116 0.652 -2.073 -0.116 1.402
factor(worker_id)9:factor(category_id)4 100 0 -0.015 0.625 -1.428 -0.043 1.416
factor(worker_id)10:factor(category_id)4 100 0 0.007 0.609 -1.564 0.125 1.143
factor(worker_id)11:factor(category_id)4 100 0 -0.049 0.554 -1.277 -0.001 1.394
factor(worker_id)12:factor(category_id)4 100 0 -0.060 0.554 -1.702 0.055 0.904
factor(worker_id)13:factor(category_id)4 100 0 -0.030 0.676 -1.691 -0.056 2.263
factor(worker_id)14:factor(category_id)4 100 0 -0.076 0.634 -1.916 -0.046 1.644
factor(worker_id)15:factor(category_id)4 100 0 0.027 0.636 -1.796 0.053 1.972
factor(worker_id)16:factor(category_id)4 100 0 -0.053 0.622 -1.567 -0.019 1.161
factor(worker_id)17:factor(category_id)4 100 0 -0.117 0.634 -1.690 -0.116 1.568
factor(worker_id)18:factor(category_id)4 100 0 -0.003 0.649 -1.611 -0.037 1.433
factor(worker_id)19:factor(category_id)4 100 0 0.019 0.653 -1.699 0.052 1.350
factor(worker_id)20:factor(category_id)4 100 0 -0.060 0.635 -1.530 -0.018 1.105
factor(worker_id)21:factor(category_id)4 100 0 -0.013 0.609 -1.549 0.059 1.464
factor(worker_id)22:factor(category_id)4 100 0 -0.063 0.614 -1.653 0.050 1.631
factor(worker_id)23:factor(category_id)4 100 0 -0.001 0.609 -1.448 0.016 1.554
factor(worker_id)24:factor(category_id)4 100 0 0.040 0.622 -1.625 0.060 1.745
factor(worker_id)25:factor(category_id)4 100 0 -0.064 0.614 -1.942 -0.069 1.429
factor(worker_id)26:factor(category_id)4 100 0 -0.026 0.596 -1.072 -0.059 2.072
factor(worker_id)27:factor(category_id)4 100 0 -0.009 0.599 -1.474 -0.079 2.199
factor(worker_id)28:factor(category_id)4 100 0 -0.002 0.632 -1.594 0.043 1.570
factor(worker_id)29:factor(category_id)4 100 0 -0.056 0.628 -1.944 -0.095 1.306
factor(worker_id)30:factor(category_id)4 100 0 -0.064 0.586 -1.647 -0.047 1.209
factor(worker_id)31:factor(category_id)4 100 0 0.020 0.648 -1.554 0.111 1.286
factor(worker_id)32:factor(category_id)4 100 0 -0.074 0.641 -2.098 -0.026 1.732
factor(worker_id)33:factor(category_id)4 100 0 -0.050 0.570 -1.517 -0.066 1.986
factor(worker_id)34:factor(category_id)4 100 0 -0.041 0.682 -1.758 0.030 1.301
factor(worker_id)35:factor(category_id)4 100 0 -0.007 0.663 -1.600 0.051 1.389
factor(worker_id)36:factor(category_id)4 100 0 -0.080 0.636 -1.776 -0.052 1.478
factor(worker_id)37:factor(category_id)4 100 0 -0.058 0.667 -1.801 -0.013 1.361
factor(worker_id)38:factor(category_id)4 100 0 -0.094 0.643 -2.162 -0.007 1.418
factor(worker_id)39:factor(category_id)4 100 0 -0.019 0.680 -1.595 -0.056 1.658
factor(worker_id)40:factor(category_id)4 100 0 -0.036 0.605 -1.628 -0.054 1.510
factor(worker_id)41:factor(category_id)4 100 0 0.002 0.691 -1.958 0.083 1.604
factor(worker_id)42:factor(category_id)4 100 0 -0.034 0.638 -2.515 -0.016 1.348
factor(worker_id)43:factor(category_id)4 100 0 0.020 0.596 -1.396 0.018 1.357
factor(worker_id)44:factor(category_id)4 100 0 -0.012 0.601 -1.561 -0.048 1.365
factor(worker_id)45:factor(category_id)4 100 0 -0.032 0.687 -2.038 0.006 1.529
factor(worker_id)46:factor(category_id)4 100 0 -0.098 0.665 -1.842 -0.171 2.040
factor(worker_id)47:factor(category_id)4 100 0 -0.055 0.630 -1.909 -0.041 1.480
factor(worker_id)48:factor(category_id)4 100 0 -0.008 0.679 -1.667 0.017 1.495
factor(worker_id)49:factor(category_id)4 100 0 -0.032 0.589 -1.371 -0.079 1.414
factor(worker_id)50:factor(category_id)4 100 0 -0.022 0.590 -1.644 -0.020 1.283
factor(worker_id)2:factor(category_id)5 100 0 -0.123 0.619 -1.883 -0.129 1.271
factor(worker_id)3:factor(category_id)5 100 0 -0.120 0.610 -1.681 -0.037 1.057
factor(worker_id)4:factor(category_id)5 100 0 -0.101 0.638 -1.869 -0.051 1.244
factor(worker_id)5:factor(category_id)5 100 0 -0.120 0.645 -1.479 -0.119 1.800
factor(worker_id)6:factor(category_id)5 100 0 -0.148 0.593 -1.606 -0.154 1.619
factor(worker_id)7:factor(category_id)5 100 0 -0.042 0.632 -1.882 0.037 1.424
factor(worker_id)8:factor(category_id)5 100 0 -0.226 0.682 -1.925 -0.296 1.713
factor(worker_id)9:factor(category_id)5 100 0 -0.106 0.622 -1.913 -0.006 1.486
factor(worker_id)10:factor(category_id)5 100 0 -0.022 0.653 -1.843 -0.023 1.615
factor(worker_id)11:factor(category_id)5 100 0 -0.092 0.606 -1.868 -0.046 1.013
factor(worker_id)12:factor(category_id)5 100 0 -0.027 0.601 -1.753 -0.003 1.416
factor(worker_id)13:factor(category_id)5 100 0 -0.203 0.680 -1.783 -0.109 1.755
factor(worker_id)14:factor(category_id)5 100 0 -0.087 0.590 -1.463 -0.065 1.279
factor(worker_id)15:factor(category_id)5 100 0 -0.081 0.660 -1.490 -0.174 1.705
factor(worker_id)16:factor(category_id)5 100 0 -0.137 0.659 -1.795 -0.001 1.474
factor(worker_id)17:factor(category_id)5 100 0 -0.140 0.543 -1.416 -0.173 1.403
factor(worker_id)18:factor(category_id)5 100 0 -0.083 0.584 -1.679 -0.100 1.441
factor(worker_id)19:factor(category_id)5 100 0 -0.081 0.647 -1.748 -0.053 1.230
factor(worker_id)20:factor(category_id)5 100 0 -0.127 0.689 -2.519 -0.101 1.403
factor(worker_id)21:factor(category_id)5 100 0 -0.094 0.626 -1.865 -0.059 1.189
factor(worker_id)22:factor(category_id)5 100 0 -0.085 0.609 -1.594 -0.075 1.455
factor(worker_id)23:factor(category_id)5 100 0 -0.053 0.627 -2.257 -0.048 1.293
factor(worker_id)24:factor(category_id)5 100 0 -0.050 0.580 -1.561 -0.005 1.483
factor(worker_id)25:factor(category_id)5 100 0 -0.069 0.635 -1.874 -0.099 1.454
factor(worker_id)26:factor(category_id)5 100 0 -0.123 0.639 -2.003 -0.109 1.942
factor(worker_id)27:factor(category_id)5 100 0 -0.118 0.658 -1.845 -0.142 1.796
factor(worker_id)28:factor(category_id)5 100 0 -0.036 0.574 -1.336 -0.013 1.605
factor(worker_id)29:factor(category_id)5 100 0 -0.117 0.660 -2.295 -0.136 1.430
factor(worker_id)30:factor(category_id)5 100 0 -0.173 0.587 -1.868 -0.221 0.944
factor(worker_id)31:factor(category_id)5 100 0 -0.110 0.605 -1.436 -0.149 1.365
factor(worker_id)32:factor(category_id)5 100 0 -0.185 0.651 -1.910 -0.131 1.414
factor(worker_id)33:factor(category_id)5 100 0 -0.143 0.566 -1.915 -0.098 0.997
factor(worker_id)34:factor(category_id)5 100 0 -0.101 0.587 -1.657 -0.051 1.281
factor(worker_id)35:factor(category_id)5 100 0 -0.120 0.570 -1.712 -0.113 1.245
factor(worker_id)36:factor(category_id)5 100 0 -0.100 0.709 -2.380 -0.032 1.478
factor(worker_id)37:factor(category_id)5 100 0 -0.093 0.633 -1.838 -0.072 1.087
factor(worker_id)38:factor(category_id)5 100 0 -0.191 0.636 -2.042 -0.186 1.352
factor(worker_id)39:factor(category_id)5 100 0 -0.042 0.598 -1.671 -0.046 1.579
factor(worker_id)40:factor(category_id)5 100 0 -0.125 0.543 -1.466 -0.067 0.978
factor(worker_id)41:factor(category_id)5 100 0 -0.093 0.627 -1.950 -0.067 1.247
factor(worker_id)42:factor(category_id)5 100 0 -0.154 0.655 -2.102 -0.079 1.400
factor(worker_id)43:factor(category_id)5 100 0 -0.024 0.601 -1.480 -0.010 1.507
factor(worker_id)44:factor(category_id)5 100 0 -0.092 0.572 -1.848 -0.080 1.211
factor(worker_id)45:factor(category_id)5 100 0 -0.072 0.590 -1.436 -0.069 1.650
factor(worker_id)46:factor(category_id)5 100 0 -0.160 0.598 -1.696 -0.267 1.533
factor(worker_id)47:factor(category_id)5 100 0 -0.076 0.591 -1.359 -0.177 1.949
factor(worker_id)48:factor(category_id)5 100 0 -0.104 0.541 -1.441 -0.132 1.138
factor(worker_id)49:factor(category_id)5 100 0 -0.045 0.593 -1.447 -0.085 1.350
factor(worker_id)50:factor(category_id)5 100 0 -0.079 0.703 -2.406 -0.049 1.635

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(worker_id)31 1
factor(worker_id)32 1
factor(worker_id)33 1
factor(worker_id)34 1
factor(worker_id)35 1
factor(worker_id)36 1
factor(worker_id)37 1
factor(worker_id)38 1
factor(worker_id)39 1
factor(worker_id)40 1
factor(worker_id)41 1
factor(worker_id)42 1
factor(worker_id)43 1
factor(worker_id)44 1
factor(worker_id)45 1
factor(worker_id)46 1
factor(worker_id)47 1
factor(worker_id)48 1
factor(worker_id)49 1
factor(worker_id)50 1
factor(category_id)2 1
factor(category_id)3 0.84
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0.38
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0.01
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 0
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 0.04
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 0.76
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 0
factor(worker_id)21:factor(category_id)2 0
factor(worker_id)22:factor(category_id)2 0
factor(worker_id)23:factor(category_id)2 0
factor(worker_id)24:factor(category_id)2 0
factor(worker_id)25:factor(category_id)2 0
factor(worker_id)26:factor(category_id)2 0
factor(worker_id)27:factor(category_id)2 0
factor(worker_id)28:factor(category_id)2 0.28
factor(worker_id)29:factor(category_id)2 0
factor(worker_id)30:factor(category_id)2 0.01
factor(worker_id)31:factor(category_id)2 0.04
factor(worker_id)32:factor(category_id)2 0.21
factor(worker_id)33:factor(category_id)2 0
factor(worker_id)34:factor(category_id)2 0
factor(worker_id)35:factor(category_id)2 0
factor(worker_id)36:factor(category_id)2 0.02
factor(worker_id)37:factor(category_id)2 0
factor(worker_id)38:factor(category_id)2 0
factor(worker_id)39:factor(category_id)2 0
factor(worker_id)40:factor(category_id)2 0
factor(worker_id)41:factor(category_id)2 0
factor(worker_id)42:factor(category_id)2 0
factor(worker_id)43:factor(category_id)2 0
factor(worker_id)44:factor(category_id)2 0
factor(worker_id)45:factor(category_id)2 0
factor(worker_id)46:factor(category_id)2 0.01
factor(worker_id)47:factor(category_id)2 0
factor(worker_id)48:factor(category_id)2 0
factor(worker_id)49:factor(category_id)2 0
factor(worker_id)50:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0.98
factor(worker_id)3:factor(category_id)3 0.82
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)6:factor(category_id)3 0.95
factor(worker_id)7:factor(category_id)3 0.01
factor(worker_id)8:factor(category_id)3 0.75
factor(worker_id)9:factor(category_id)3 0
factor(worker_id)10:factor(category_id)3 0.56
factor(worker_id)11:factor(category_id)3 0.09
factor(worker_id)12:factor(category_id)3 0.04
factor(worker_id)13:factor(category_id)3 0
factor(worker_id)14:factor(category_id)3 0.06
factor(worker_id)15:factor(category_id)3 0.52
factor(worker_id)16:factor(category_id)3 0.99
factor(worker_id)17:factor(category_id)3 0.98
factor(worker_id)18:factor(category_id)3 0.05
factor(worker_id)19:factor(category_id)3 0
factor(worker_id)20:factor(category_id)3 0.59
factor(worker_id)21:factor(category_id)3 0
factor(worker_id)22:factor(category_id)3 0
factor(worker_id)23:factor(category_id)3 0.34
factor(worker_id)24:factor(category_id)3 0.82
factor(worker_id)25:factor(category_id)3 0.58
factor(worker_id)26:factor(category_id)3 0.02
factor(worker_id)27:factor(category_id)3 0.01
factor(worker_id)28:factor(category_id)3 0.95
factor(worker_id)29:factor(category_id)3 0.06
factor(worker_id)30:factor(category_id)3 0.76
factor(worker_id)31:factor(category_id)3 0.27
factor(worker_id)32:factor(category_id)3 0
factor(worker_id)33:factor(category_id)3 0.38
factor(worker_id)34:factor(category_id)3 0
factor(worker_id)35:factor(category_id)3 0
factor(worker_id)36:factor(category_id)3 0.66
factor(worker_id)37:factor(category_id)3 0
factor(worker_id)38:factor(category_id)3 0.62
factor(worker_id)39:factor(category_id)3 0.02
factor(worker_id)40:factor(category_id)3 0
factor(worker_id)41:factor(category_id)3 0.25
factor(worker_id)42:factor(category_id)3 0.33
factor(worker_id)43:factor(category_id)3 0.49
factor(worker_id)44:factor(category_id)3 0.93
factor(worker_id)45:factor(category_id)3 0
factor(worker_id)46:factor(category_id)3 0.2
factor(worker_id)47:factor(category_id)3 0
factor(worker_id)48:factor(category_id)3 0
factor(worker_id)49:factor(category_id)3 0
factor(worker_id)50:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0.93
factor(worker_id)5:factor(category_id)4 0.3
factor(worker_id)6:factor(category_id)4 0.92
factor(worker_id)7:factor(category_id)4 0.73
factor(worker_id)8:factor(category_id)4 0.03
factor(worker_id)9:factor(category_id)4 0
factor(worker_id)10:factor(category_id)4 0.95
factor(worker_id)11:factor(category_id)4 0.29
factor(worker_id)12:factor(category_id)4 0
factor(worker_id)13:factor(category_id)4 0
factor(worker_id)14:factor(category_id)4 0
factor(worker_id)15:factor(category_id)4 0.37
factor(worker_id)16:factor(category_id)4 0.43
factor(worker_id)17:factor(category_id)4 0.47
factor(worker_id)18:factor(category_id)4 0.62
factor(worker_id)19:factor(category_id)4 0
factor(worker_id)20:factor(category_id)4 0.38
factor(worker_id)21:factor(category_id)4 0
factor(worker_id)22:factor(category_id)4 0.12
factor(worker_id)23:factor(category_id)4 0.29
factor(worker_id)24:factor(category_id)4 0
factor(worker_id)25:factor(category_id)4 0
factor(worker_id)26:factor(category_id)4 0.41
factor(worker_id)27:factor(category_id)4 0.81
factor(worker_id)28:factor(category_id)4 0.97
factor(worker_id)29:factor(category_id)4 0.26
factor(worker_id)30:factor(category_id)4 0.48
factor(worker_id)31:factor(category_id)4 0.59
factor(worker_id)32:factor(category_id)4 0.48
factor(worker_id)33:factor(category_id)4 0
factor(worker_id)34:factor(category_id)4 0
factor(worker_id)35:factor(category_id)4 0
factor(worker_id)36:factor(category_id)4 0.05
factor(worker_id)37:factor(category_id)4 0.04
factor(worker_id)38:factor(category_id)4 0.35
factor(worker_id)39:factor(category_id)4 0
factor(worker_id)40:factor(category_id)4 0.45
factor(worker_id)41:factor(category_id)4 0
factor(worker_id)42:factor(category_id)4 0.45
factor(worker_id)43:factor(category_id)4 0.19
factor(worker_id)44:factor(category_id)4 0
factor(worker_id)45:factor(category_id)4 0
factor(worker_id)46:factor(category_id)4 0.83
factor(worker_id)47:factor(category_id)4 0
factor(worker_id)48:factor(category_id)4 0.36
factor(worker_id)49:factor(category_id)4 0
factor(worker_id)50:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)3:factor(category_id)5 0.34
factor(worker_id)4:factor(category_id)5 0.54
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)6:factor(category_id)5 0.94
factor(worker_id)7:factor(category_id)5 0.58
factor(worker_id)8:factor(category_id)5 0.24
factor(worker_id)9:factor(category_id)5 0
factor(worker_id)10:factor(category_id)5 0.99
factor(worker_id)11:factor(category_id)5 0.14
factor(worker_id)12:factor(category_id)5 0.85
factor(worker_id)13:factor(category_id)5 0.42
factor(worker_id)14:factor(category_id)5 0
factor(worker_id)15:factor(category_id)5 0.67
factor(worker_id)16:factor(category_id)5 1
factor(worker_id)17:factor(category_id)5 1
factor(worker_id)18:factor(category_id)5 0
factor(worker_id)19:factor(category_id)5 0
factor(worker_id)20:factor(category_id)5 0.98
factor(worker_id)21:factor(category_id)5 0
factor(worker_id)22:factor(category_id)5 0.96
factor(worker_id)23:factor(category_id)5 0.05
factor(worker_id)24:factor(category_id)5 0.16
factor(worker_id)25:factor(category_id)5 0
factor(worker_id)26:factor(category_id)5 0.95
factor(worker_id)27:factor(category_id)5 0.01
factor(worker_id)28:factor(category_id)5 0.96
factor(worker_id)29:factor(category_id)5 0.17
factor(worker_id)30:factor(category_id)5 0.92
factor(worker_id)31:factor(category_id)5 0.99
factor(worker_id)32:factor(category_id)5 0.94
factor(worker_id)33:factor(category_id)5 0
factor(worker_id)34:factor(category_id)5 0.11
factor(worker_id)35:factor(category_id)5 0
factor(worker_id)36:factor(category_id)5 0.96
factor(worker_id)37:factor(category_id)5 0.04
factor(worker_id)38:factor(category_id)5 0.71
factor(worker_id)39:factor(category_id)5 0.07
factor(worker_id)40:factor(category_id)5 0
factor(worker_id)41:factor(category_id)5 0.01
factor(worker_id)42:factor(category_id)5 0
factor(worker_id)43:factor(category_id)5 0.06
factor(worker_id)44:factor(category_id)5 0.04
factor(worker_id)45:factor(category_id)5 0.08
factor(worker_id)46:factor(category_id)5 0.78
factor(worker_id)47:factor(category_id)5 0.02
factor(worker_id)48:factor(category_id)5 0.86
factor(worker_id)49:factor(category_id)5 0
factor(worker_id)50:factor(category_id)5 0.14

Significant match effect number = 30 out of 196

num_process = 20, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.006 0.244 -0.523 0.001 0.634
factor(worker_id)2 100 0 -0.027 0.381 -0.996 -0.001 0.948
factor(worker_id)3 100 0 0.006 0.299 -0.675 -0.010 0.592
factor(worker_id)4 100 0 0.006 0.368 -0.887 -0.008 1.029
factor(worker_id)5 100 0 0.000 0.343 -0.792 -0.010 0.800
factor(worker_id)6 100 0 0.034 0.317 -0.889 0.043 0.634
factor(worker_id)7 100 0 0.030 0.335 -0.716 0.002 0.860
factor(worker_id)8 100 0 0.006 0.305 -0.815 -0.023 0.703
factor(worker_id)9 100 0 -0.014 0.324 -0.811 -0.037 0.863
factor(worker_id)10 100 0 -0.001 0.339 -0.789 -0.016 0.774
factor(worker_id)11 100 0 -0.020 0.318 -0.982 -0.011 0.826
factor(worker_id)12 100 0 0.001 0.339 -0.848 0.012 0.832
factor(worker_id)13 100 0 -0.010 0.348 -1.030 -0.032 0.807
factor(worker_id)14 100 0 0.000 0.323 -0.838 0.001 0.821
factor(worker_id)15 100 0 -0.050 0.320 -0.736 -0.083 0.696
factor(worker_id)16 100 0 -0.007 0.331 -0.790 0.000 0.871
factor(worker_id)17 100 0 -0.020 0.295 -0.726 -0.010 0.834
factor(worker_id)18 100 0 -0.047 0.310 -0.789 -0.051 0.793
factor(worker_id)19 100 0 -0.014 0.352 -1.033 -0.049 0.678
factor(worker_id)20 100 0 0.007 0.345 -0.833 0.001 0.746
factor(worker_id)21 100 0 -0.004 0.303 -0.798 -0.029 0.715
factor(worker_id)22 100 0 -0.026 0.306 -1.003 -0.010 0.792
factor(worker_id)23 100 0 0.013 0.344 -0.920 -0.011 0.885
factor(worker_id)24 100 0 0.024 0.332 -0.810 0.027 0.808
factor(worker_id)25 100 0 0.050 0.324 -0.825 0.030 0.686
factor(worker_id)26 100 0 -0.015 0.315 -0.812 -0.019 0.608
factor(worker_id)27 100 0 0.026 0.323 -0.741 0.048 1.021
factor(worker_id)28 100 0 -0.043 0.314 -0.726 -0.074 0.910
factor(worker_id)29 100 0 -0.019 0.294 -0.609 -0.030 0.765
factor(worker_id)30 100 0 -0.046 0.353 -1.191 -0.055 0.705
factor(worker_id)31 100 0 0.004 0.340 -0.722 0.020 0.748
factor(worker_id)32 100 0 0.006 0.337 -0.823 0.006 0.834
factor(worker_id)33 100 0 0.022 0.342 -0.972 0.033 0.797
factor(worker_id)34 100 0 -0.014 0.326 -0.851 -0.027 0.927
factor(worker_id)35 100 0 0.002 0.360 -0.940 0.005 0.778
factor(worker_id)36 100 0 0.015 0.334 -0.941 0.020 0.729
factor(worker_id)37 100 0 0.014 0.349 -0.874 0.047 0.870
factor(worker_id)38 100 0 -0.014 0.320 -0.963 -0.018 0.621
factor(worker_id)39 100 0 -0.027 0.348 -0.834 -0.046 0.794
factor(worker_id)40 100 0 0.005 0.335 -0.909 0.009 0.813
factor(worker_id)41 100 0 -0.002 0.320 -0.659 -0.029 0.801
factor(worker_id)42 100 0 -0.031 0.330 -0.780 -0.015 0.579
factor(worker_id)43 100 0 0.002 0.323 -0.731 0.002 0.832
factor(worker_id)44 100 0 0.012 0.329 -0.833 0.019 0.792
factor(worker_id)45 100 0 0.011 0.350 -1.028 0.028 0.831
factor(worker_id)46 100 0 0.027 0.353 -0.867 -0.003 1.019
factor(worker_id)47 100 0 0.012 0.283 -0.606 -0.006 0.676
factor(worker_id)48 100 0 0.053 0.319 -0.869 0.066 0.958
factor(worker_id)49 100 0 -0.013 0.341 -1.098 -0.023 0.829
factor(worker_id)50 100 0 -0.003 0.314 -0.896 0.007 0.705
factor(category_id)2 100 0 -0.023 0.317 -0.727 -0.028 0.862
factor(category_id)3 100 0 0.014 0.339 -1.008 0.051 0.852
factor(category_id)4 100 0 -0.014 0.352 -0.941 -0.026 0.987
factor(category_id)5 100 0 -0.021 0.341 -0.786 -0.019 0.887
factor(worker_id)2:factor(category_id)2 100 0 0.036 0.472 -0.945 0.078 1.049
factor(worker_id)3:factor(category_id)2 100 0 0.017 0.429 -1.092 0.062 1.096
factor(worker_id)4:factor(category_id)2 100 0 0.048 0.487 -1.125 0.051 1.157
factor(worker_id)5:factor(category_id)2 100 0 0.001 0.449 -1.082 0.000 1.021
factor(worker_id)6:factor(category_id)2 100 0 -0.011 0.436 -1.264 0.004 1.112
factor(worker_id)7:factor(category_id)2 100 0 0.025 0.433 -1.027 0.040 0.975
factor(worker_id)8:factor(category_id)2 100 0 -0.026 0.435 -1.110 -0.047 0.921
factor(worker_id)9:factor(category_id)2 100 0 -0.009 0.494 -1.489 -0.018 1.233
factor(worker_id)10:factor(category_id)2 100 0 0.008 0.423 -1.094 -0.019 0.914
factor(worker_id)11:factor(category_id)2 100 0 0.021 0.434 -1.477 0.051 0.948
factor(worker_id)12:factor(category_id)2 100 0 0.033 0.461 -1.354 0.074 1.418
factor(worker_id)13:factor(category_id)2 100 0 0.045 0.448 -1.278 -0.028 0.983
factor(worker_id)14:factor(category_id)2 100 0 0.029 0.469 -0.871 0.074 0.941
factor(worker_id)15:factor(category_id)2 100 0 0.030 0.456 -1.100 -0.014 1.052
factor(worker_id)16:factor(category_id)2 100 0 -0.001 0.478 -1.414 0.007 1.180
factor(worker_id)17:factor(category_id)2 100 0 0.067 0.428 -1.835 0.064 0.932
factor(worker_id)18:factor(category_id)2 100 0 0.077 0.446 -1.166 0.098 0.976
factor(worker_id)19:factor(category_id)2 100 0 0.049 0.462 -1.232 0.051 1.190
factor(worker_id)20:factor(category_id)2 100 0 0.010 0.455 -1.141 0.026 1.038
factor(worker_id)21:factor(category_id)2 100 0 0.044 0.435 -1.047 0.027 0.992
factor(worker_id)22:factor(category_id)2 100 0 0.014 0.414 -1.235 0.023 1.159
factor(worker_id)23:factor(category_id)2 100 0 -0.022 0.413 -1.065 -0.013 0.954
factor(worker_id)24:factor(category_id)2 100 0 0.034 0.428 -1.042 -0.032 0.944
factor(worker_id)25:factor(category_id)2 100 0 -0.040 0.453 -1.298 -0.074 1.061
factor(worker_id)26:factor(category_id)2 100 0 -0.022 0.384 -1.117 0.002 0.756
factor(worker_id)27:factor(category_id)2 100 0 -0.020 0.413 -0.952 -0.090 1.141
factor(worker_id)28:factor(category_id)2 100 0 0.051 0.417 -0.930 0.079 1.080
factor(worker_id)29:factor(category_id)2 100 0 -0.012 0.418 -1.003 0.024 0.835
factor(worker_id)30:factor(category_id)2 100 0 0.046 0.465 -1.061 0.128 1.156
factor(worker_id)31:factor(category_id)2 100 0 0.007 0.417 -1.341 0.023 0.892
factor(worker_id)32:factor(category_id)2 100 0 0.017 0.470 -1.114 0.020 1.057
factor(worker_id)33:factor(category_id)2 100 0 -0.016 0.421 -0.944 -0.036 1.375
factor(worker_id)34:factor(category_id)2 100 0 0.096 0.450 -1.067 0.094 1.231
factor(worker_id)35:factor(category_id)2 100 0 -0.004 0.470 -1.205 0.022 1.172
factor(worker_id)36:factor(category_id)2 100 0 0.018 0.391 -1.289 0.023 1.165
factor(worker_id)37:factor(category_id)2 100 0 0.015 0.456 -1.167 -0.021 1.218
factor(worker_id)38:factor(category_id)2 100 0 0.025 0.428 -1.085 0.022 1.256
factor(worker_id)39:factor(category_id)2 100 0 0.026 0.460 -1.176 0.064 1.033
factor(worker_id)40:factor(category_id)2 100 0 0.020 0.436 -0.905 -0.002 1.039
factor(worker_id)41:factor(category_id)2 100 0 0.033 0.428 -1.214 -0.005 1.159
factor(worker_id)42:factor(category_id)2 100 0 0.045 0.509 -1.395 0.012 1.204
factor(worker_id)43:factor(category_id)2 100 0 0.033 0.427 -1.251 0.029 0.940
factor(worker_id)44:factor(category_id)2 100 0 0.015 0.458 -1.468 0.054 1.049
factor(worker_id)45:factor(category_id)2 100 0 0.048 0.455 -0.970 0.066 1.318
factor(worker_id)46:factor(category_id)2 100 0 -0.004 0.467 -1.072 0.015 1.282
factor(worker_id)47:factor(category_id)2 100 0 0.003 0.463 -1.156 0.010 1.204
factor(worker_id)48:factor(category_id)2 100 0 -0.047 0.459 -1.087 -0.036 1.201
factor(worker_id)49:factor(category_id)2 100 0 0.063 0.400 -1.042 0.071 0.977
factor(worker_id)50:factor(category_id)2 100 0 -0.013 0.444 -1.005 0.036 1.145
factor(worker_id)2:factor(category_id)3 100 0 -0.006 0.496 -1.163 0.007 1.198
factor(worker_id)3:factor(category_id)3 100 0 -0.041 0.456 -1.185 -0.029 1.173
factor(worker_id)4:factor(category_id)3 100 0 -0.027 0.503 -1.203 -0.090 1.270
factor(worker_id)5:factor(category_id)3 100 0 -0.015 0.514 -1.466 0.075 1.132
factor(worker_id)6:factor(category_id)3 100 0 -0.072 0.454 -1.108 -0.064 1.206
factor(worker_id)7:factor(category_id)3 100 0 -0.066 0.456 -1.265 -0.008 1.109
factor(worker_id)8:factor(category_id)3 100 0 -0.054 0.416 -0.911 -0.055 1.145
factor(worker_id)9:factor(category_id)3 100 0 0.001 0.499 -1.278 -0.043 1.209
factor(worker_id)10:factor(category_id)3 100 0 -0.012 0.478 -1.143 0.000 1.209
factor(worker_id)11:factor(category_id)3 100 0 0.009 0.450 -1.295 -0.036 1.466
factor(worker_id)12:factor(category_id)3 100 0 -0.026 0.456 -1.056 -0.039 1.196
factor(worker_id)13:factor(category_id)3 100 0 -0.009 0.469 -1.263 0.017 1.075
factor(worker_id)14:factor(category_id)3 100 0 -0.025 0.457 -1.109 -0.109 1.446
factor(worker_id)15:factor(category_id)3 100 0 0.063 0.479 -1.076 0.059 1.278
factor(worker_id)16:factor(category_id)3 100 0 -0.055 0.463 -1.373 -0.072 1.147
factor(worker_id)17:factor(category_id)3 100 0 0.000 0.434 -1.251 -0.012 0.855
factor(worker_id)18:factor(category_id)3 100 0 -0.020 0.479 -1.334 0.003 1.226
factor(worker_id)19:factor(category_id)3 100 0 0.011 0.483 -1.461 0.022 1.294
factor(worker_id)20:factor(category_id)3 100 0 -0.013 0.481 -1.286 0.023 1.001
factor(worker_id)21:factor(category_id)3 100 0 -0.028 0.448 -0.904 0.000 0.998
factor(worker_id)22:factor(category_id)3 100 0 -0.056 0.432 -1.250 -0.082 0.997
factor(worker_id)23:factor(category_id)3 100 0 -0.033 0.467 -1.052 -0.049 0.904
factor(worker_id)24:factor(category_id)3 100 0 0.008 0.454 -1.013 -0.024 1.266
factor(worker_id)25:factor(category_id)3 100 0 -0.072 0.463 -0.993 -0.019 1.091
factor(worker_id)26:factor(category_id)3 100 0 -0.014 0.416 -1.085 -0.041 0.985
factor(worker_id)27:factor(category_id)3 100 0 -0.047 0.438 -0.957 -0.058 1.126
factor(worker_id)28:factor(category_id)3 100 0 0.049 0.460 -1.404 0.023 1.079
factor(worker_id)29:factor(category_id)3 100 0 -0.023 0.423 -1.276 -0.091 1.224
factor(worker_id)30:factor(category_id)3 100 0 0.057 0.485 -0.982 -0.028 1.523
factor(worker_id)31:factor(category_id)3 100 0 -0.035 0.477 -1.233 -0.021 1.113
factor(worker_id)32:factor(category_id)3 100 0 -0.009 0.471 -1.091 0.023 1.212
factor(worker_id)33:factor(category_id)3 100 0 -0.017 0.429 -0.835 -0.046 1.312
factor(worker_id)34:factor(category_id)3 100 0 -0.018 0.452 -1.249 0.013 1.374
factor(worker_id)35:factor(category_id)3 100 0 -0.030 0.478 -1.112 -0.017 1.082
factor(worker_id)36:factor(category_id)3 100 0 -0.087 0.455 -1.426 -0.066 0.911
factor(worker_id)37:factor(category_id)3 100 0 -0.078 0.450 -1.094 -0.058 1.026
factor(worker_id)38:factor(category_id)3 100 0 0.005 0.453 -1.138 0.033 1.029
factor(worker_id)39:factor(category_id)3 100 0 0.003 0.476 -1.492 -0.017 1.236
factor(worker_id)40:factor(category_id)3 100 0 -0.040 0.456 -1.195 -0.079 1.084
factor(worker_id)41:factor(category_id)3 100 0 -0.010 0.485 -0.987 -0.020 1.329
factor(worker_id)42:factor(category_id)3 100 0 -0.015 0.426 -1.100 0.048 1.091
factor(worker_id)43:factor(category_id)3 100 0 -0.010 0.456 -1.216 -0.012 1.154
factor(worker_id)44:factor(category_id)3 100 0 -0.032 0.468 -1.123 0.010 1.518
factor(worker_id)45:factor(category_id)3 100 0 -0.005 0.472 -0.992 0.023 1.436
factor(worker_id)46:factor(category_id)3 100 0 -0.089 0.480 -1.338 -0.067 1.020
factor(worker_id)47:factor(category_id)3 100 0 -0.049 0.418 -0.847 -0.056 0.867
factor(worker_id)48:factor(category_id)3 100 0 -0.058 0.485 -1.400 -0.100 0.778
factor(worker_id)49:factor(category_id)3 100 0 -0.008 0.492 -1.347 -0.001 1.705
factor(worker_id)50:factor(category_id)3 100 0 0.002 0.423 -0.989 0.043 1.015
factor(worker_id)2:factor(category_id)4 100 0 0.038 0.499 -1.232 0.064 1.265
factor(worker_id)3:factor(category_id)4 100 0 0.011 0.440 -1.454 0.055 1.025
factor(worker_id)4:factor(category_id)4 100 0 -0.025 0.510 -1.429 -0.006 1.338
factor(worker_id)5:factor(category_id)4 100 0 -0.026 0.460 -1.182 -0.005 0.963
factor(worker_id)6:factor(category_id)4 100 0 -0.032 0.431 -1.050 0.005 1.380
factor(worker_id)7:factor(category_id)4 100 0 -0.026 0.434 -0.932 -0.038 0.957
factor(worker_id)8:factor(category_id)4 100 0 -0.040 0.434 -1.271 -0.018 0.943
factor(worker_id)9:factor(category_id)4 100 0 0.041 0.434 -1.415 0.099 0.941
factor(worker_id)10:factor(category_id)4 100 0 0.019 0.441 -1.456 0.033 0.915
factor(worker_id)11:factor(category_id)4 100 0 0.046 0.452 -1.258 0.045 1.163
factor(worker_id)12:factor(category_id)4 100 0 0.022 0.490 -1.179 0.027 1.304
factor(worker_id)13:factor(category_id)4 100 0 0.024 0.483 -1.179 0.043 1.050
factor(worker_id)14:factor(category_id)4 100 0 -0.014 0.506 -1.006 -0.052 1.213
factor(worker_id)15:factor(category_id)4 100 0 0.081 0.485 -1.058 0.081 0.936
factor(worker_id)16:factor(category_id)4 100 0 0.014 0.467 -1.316 0.077 1.231
factor(worker_id)17:factor(category_id)4 100 0 0.008 0.455 -0.951 0.033 1.274
factor(worker_id)18:factor(category_id)4 100 0 0.056 0.434 -1.144 0.063 0.926
factor(worker_id)19:factor(category_id)4 100 0 0.025 0.416 -0.993 -0.018 1.010
factor(worker_id)20:factor(category_id)4 100 0 0.008 0.454 -1.007 0.003 1.156
factor(worker_id)21:factor(category_id)4 100 0 -0.013 0.489 -1.190 0.033 1.330
factor(worker_id)22:factor(category_id)4 100 0 0.022 0.476 -1.193 0.021 1.237
factor(worker_id)23:factor(category_id)4 100 0 -0.012 0.532 -1.447 0.004 1.142
factor(worker_id)24:factor(category_id)4 100 0 -0.016 0.477 -1.511 -0.058 1.175
factor(worker_id)25:factor(category_id)4 100 0 0.005 0.472 -0.929 0.075 1.567
factor(worker_id)26:factor(category_id)4 100 0 0.003 0.457 -1.242 0.060 1.193
factor(worker_id)27:factor(category_id)4 100 0 -0.025 0.472 -1.567 0.011 1.138
factor(worker_id)28:factor(category_id)4 100 0 0.057 0.435 -1.160 0.075 0.911
factor(worker_id)29:factor(category_id)4 100 0 -0.015 0.439 -1.309 -0.041 1.322
factor(worker_id)30:factor(category_id)4 100 0 0.083 0.470 -1.057 0.119 1.220
factor(worker_id)31:factor(category_id)4 100 0 -0.028 0.491 -1.381 -0.030 1.142
factor(worker_id)32:factor(category_id)4 100 0 0.006 0.499 -1.441 0.005 1.067
factor(worker_id)33:factor(category_id)4 100 0 -0.045 0.506 -1.768 -0.045 1.188
factor(worker_id)34:factor(category_id)4 100 0 0.030 0.477 -1.148 -0.002 1.527
factor(worker_id)35:factor(category_id)4 100 0 0.001 0.492 -1.282 -0.042 1.101
factor(worker_id)36:factor(category_id)4 100 0 0.013 0.487 -1.257 0.037 1.278
factor(worker_id)37:factor(category_id)4 100 0 -0.027 0.502 -1.522 -0.037 1.009
factor(worker_id)38:factor(category_id)4 100 0 0.044 0.474 -1.129 0.070 1.002
factor(worker_id)39:factor(category_id)4 100 0 0.031 0.500 -1.129 0.007 1.686
factor(worker_id)40:factor(category_id)4 100 0 0.045 0.485 -1.115 0.055 1.541
factor(worker_id)41:factor(category_id)4 100 0 0.029 0.482 -1.282 0.061 0.995
factor(worker_id)42:factor(category_id)4 100 0 0.006 0.462 -1.138 -0.019 1.353
factor(worker_id)43:factor(category_id)4 100 0 -0.004 0.503 -1.235 0.028 1.261
factor(worker_id)44:factor(category_id)4 100 0 0.026 0.440 -0.993 0.026 1.075
factor(worker_id)45:factor(category_id)4 100 0 0.014 0.462 -1.247 0.027 1.217
factor(worker_id)46:factor(category_id)4 100 0 -0.047 0.493 -1.352 -0.037 1.197
factor(worker_id)47:factor(category_id)4 100 0 -0.064 0.479 -1.206 -0.038 0.966
factor(worker_id)48:factor(category_id)4 100 0 -0.023 0.477 -1.651 0.012 1.308
factor(worker_id)49:factor(category_id)4 100 0 0.000 0.478 -1.054 0.026 1.498
factor(worker_id)50:factor(category_id)4 100 0 0.045 0.451 -1.169 0.063 1.033
factor(worker_id)2:factor(category_id)5 100 0 0.041 0.474 -1.354 0.024 1.172
factor(worker_id)3:factor(category_id)5 100 0 0.022 0.421 -1.124 0.011 0.939
factor(worker_id)4:factor(category_id)5 100 0 -0.018 0.470 -1.136 0.014 1.087
factor(worker_id)5:factor(category_id)5 100 0 -0.005 0.454 -1.070 0.010 0.935
factor(worker_id)6:factor(category_id)5 100 0 -0.032 0.442 -1.214 -0.025 1.128
factor(worker_id)7:factor(category_id)5 100 0 0.014 0.503 -1.107 0.004 1.227
factor(worker_id)8:factor(category_id)5 100 0 0.013 0.429 -1.306 0.027 1.180
factor(worker_id)9:factor(category_id)5 100 0 -0.001 0.484 -1.840 0.079 0.947
factor(worker_id)10:factor(category_id)5 100 0 -0.002 0.408 -1.029 0.018 0.819
factor(worker_id)11:factor(category_id)5 100 0 0.050 0.494 -1.443 0.085 1.243
factor(worker_id)12:factor(category_id)5 100 0 0.062 0.516 -1.274 0.038 1.325
factor(worker_id)13:factor(category_id)5 100 0 0.003 0.441 -1.560 0.024 1.209
factor(worker_id)14:factor(category_id)5 100 0 0.006 0.455 -1.138 0.005 1.216
factor(worker_id)15:factor(category_id)5 100 0 0.051 0.449 -0.967 0.064 1.097
factor(worker_id)16:factor(category_id)5 100 0 0.053 0.466 -1.169 0.089 1.191
factor(worker_id)17:factor(category_id)5 100 0 0.071 0.479 -1.098 0.043 1.394
factor(worker_id)18:factor(category_id)5 100 0 0.037 0.444 -0.925 0.035 1.075
factor(worker_id)19:factor(category_id)5 100 0 0.063 0.489 -1.455 0.072 1.217
factor(worker_id)20:factor(category_id)5 100 0 0.000 0.488 -1.504 0.036 0.931
factor(worker_id)21:factor(category_id)5 100 0 0.009 0.460 -1.265 0.082 1.044
factor(worker_id)22:factor(category_id)5 100 0 0.078 0.452 -0.984 0.067 1.226
factor(worker_id)23:factor(category_id)5 100 0 0.014 0.481 -1.182 0.010 1.412
factor(worker_id)24:factor(category_id)5 100 0 -0.009 0.466 -1.704 -0.010 0.979
factor(worker_id)25:factor(category_id)5 100 0 -0.057 0.464 -1.345 -0.039 1.004
factor(worker_id)26:factor(category_id)5 100 0 0.022 0.464 -1.176 0.038 1.201
factor(worker_id)27:factor(category_id)5 100 0 -0.019 0.474 -1.272 -0.085 1.169
factor(worker_id)28:factor(category_id)5 100 0 0.074 0.421 -0.917 0.073 1.222
factor(worker_id)29:factor(category_id)5 100 0 0.003 0.417 -0.984 -0.036 0.871
factor(worker_id)30:factor(category_id)5 100 0 0.036 0.457 -1.167 0.072 0.962
factor(worker_id)31:factor(category_id)5 100 0 0.001 0.494 -1.149 0.042 1.147
factor(worker_id)32:factor(category_id)5 100 0 0.008 0.494 -1.410 0.051 0.991
factor(worker_id)33:factor(category_id)5 100 0 -0.001 0.474 -1.136 0.042 1.417
factor(worker_id)34:factor(category_id)5 100 0 0.052 0.465 -1.371 0.062 1.125
factor(worker_id)35:factor(category_id)5 100 0 -0.019 0.504 -1.219 -0.038 1.284
factor(worker_id)36:factor(category_id)5 100 0 -0.012 0.459 -1.415 -0.052 1.116
factor(worker_id)37:factor(category_id)5 100 0 0.012 0.470 -1.284 0.062 1.269
factor(worker_id)38:factor(category_id)5 100 0 -0.011 0.462 -1.132 -0.004 1.087
factor(worker_id)39:factor(category_id)5 100 0 0.052 0.523 -1.112 0.055 1.144
factor(worker_id)40:factor(category_id)5 100 0 0.000 0.466 -1.227 0.013 1.209
factor(worker_id)41:factor(category_id)5 100 0 0.034 0.440 -1.184 0.051 1.007
factor(worker_id)42:factor(category_id)5 100 0 0.045 0.475 -1.109 0.081 1.156
factor(worker_id)43:factor(category_id)5 100 0 0.049 0.472 -1.404 0.050 1.070
factor(worker_id)44:factor(category_id)5 100 0 0.021 0.469 -1.046 0.023 1.389
factor(worker_id)45:factor(category_id)5 100 0 0.018 0.476 -1.442 0.027 1.304
factor(worker_id)46:factor(category_id)5 100 0 -0.034 0.446 -0.982 -0.033 0.986
factor(worker_id)47:factor(category_id)5 100 0 0.015 0.395 -1.049 0.022 1.164
factor(worker_id)48:factor(category_id)5 100 0 -0.038 0.439 -1.359 -0.055 1.075
factor(worker_id)49:factor(category_id)5 100 0 -0.033 0.475 -1.205 -0.025 1.220
factor(worker_id)50:factor(category_id)5 100 0 0.021 0.454 -0.837 -0.039 1.361

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.79
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(worker_id)31 1
factor(worker_id)32 1
factor(worker_id)33 1
factor(worker_id)34 1
factor(worker_id)35 1
factor(worker_id)36 1
factor(worker_id)37 1
factor(worker_id)38 1
factor(worker_id)39 1
factor(worker_id)40 1
factor(worker_id)41 1
factor(worker_id)42 1
factor(worker_id)43 1
factor(worker_id)44 1
factor(worker_id)45 1
factor(worker_id)46 1
factor(worker_id)47 1
factor(worker_id)48 1
factor(worker_id)49 1
factor(worker_id)50 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0.01
factor(worker_id)4:factor(category_id)2 0.18
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0.62
factor(worker_id)7:factor(category_id)2 0.7
factor(worker_id)8:factor(category_id)2 0.02
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 1
factor(worker_id)12:factor(category_id)2 0
factor(worker_id)13:factor(category_id)2 0.13
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 0.42
factor(worker_id)16:factor(category_id)2 0.01
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 0.51
factor(worker_id)20:factor(category_id)2 0
factor(worker_id)21:factor(category_id)2 0
factor(worker_id)22:factor(category_id)2 0
factor(worker_id)23:factor(category_id)2 0.25
factor(worker_id)24:factor(category_id)2 0
factor(worker_id)25:factor(category_id)2 0
factor(worker_id)26:factor(category_id)2 0.28
factor(worker_id)27:factor(category_id)2 0
factor(worker_id)28:factor(category_id)2 0
factor(worker_id)29:factor(category_id)2 0
factor(worker_id)30:factor(category_id)2 0
factor(worker_id)31:factor(category_id)2 0.91
factor(worker_id)32:factor(category_id)2 0.68
factor(worker_id)33:factor(category_id)2 0
factor(worker_id)34:factor(category_id)2 0.87
factor(worker_id)35:factor(category_id)2 0
factor(worker_id)36:factor(category_id)2 1
factor(worker_id)37:factor(category_id)2 0
factor(worker_id)38:factor(category_id)2 0
factor(worker_id)39:factor(category_id)2 0
factor(worker_id)40:factor(category_id)2 0
factor(worker_id)41:factor(category_id)2 0.23
factor(worker_id)42:factor(category_id)2 0
factor(worker_id)43:factor(category_id)2 0
factor(worker_id)44:factor(category_id)2 0
factor(worker_id)45:factor(category_id)2 0
factor(worker_id)46:factor(category_id)2 0
factor(worker_id)47:factor(category_id)2 0.03
factor(worker_id)48:factor(category_id)2 0.94
factor(worker_id)49:factor(category_id)2 0
factor(worker_id)50:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0.38
factor(worker_id)4:factor(category_id)3 0.97
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)6:factor(category_id)3 0.01
factor(worker_id)7:factor(category_id)3 0.96
factor(worker_id)8:factor(category_id)3 0.01
factor(worker_id)9:factor(category_id)3 0
factor(worker_id)10:factor(category_id)3 0.85
factor(worker_id)11:factor(category_id)3 0.99
factor(worker_id)12:factor(category_id)3 0
factor(worker_id)13:factor(category_id)3 0
factor(worker_id)14:factor(category_id)3 0
factor(worker_id)15:factor(category_id)3 0.02
factor(worker_id)16:factor(category_id)3 1
factor(worker_id)17:factor(category_id)3 0.06
factor(worker_id)18:factor(category_id)3 0
factor(worker_id)19:factor(category_id)3 0.91
factor(worker_id)20:factor(category_id)3 0
factor(worker_id)21:factor(category_id)3 0
factor(worker_id)22:factor(category_id)3 0
factor(worker_id)23:factor(category_id)3 0.08
factor(worker_id)24:factor(category_id)3 0
factor(worker_id)25:factor(category_id)3 0
factor(worker_id)26:factor(category_id)3 0
factor(worker_id)27:factor(category_id)3 0
factor(worker_id)28:factor(category_id)3 0
factor(worker_id)29:factor(category_id)3 0
factor(worker_id)30:factor(category_id)3 0
factor(worker_id)31:factor(category_id)3 0
factor(worker_id)32:factor(category_id)3 0
factor(worker_id)33:factor(category_id)3 0
factor(worker_id)34:factor(category_id)3 0.06
factor(worker_id)35:factor(category_id)3 0
factor(worker_id)36:factor(category_id)3 0
factor(worker_id)37:factor(category_id)3 0
factor(worker_id)38:factor(category_id)3 0.57
factor(worker_id)39:factor(category_id)3 0
factor(worker_id)40:factor(category_id)3 0
factor(worker_id)41:factor(category_id)3 0
factor(worker_id)42:factor(category_id)3 0
factor(worker_id)43:factor(category_id)3 0.94
factor(worker_id)44:factor(category_id)3 0
factor(worker_id)45:factor(category_id)3 0
factor(worker_id)46:factor(category_id)3 0
factor(worker_id)47:factor(category_id)3 0
factor(worker_id)48:factor(category_id)3 0
factor(worker_id)49:factor(category_id)3 0.07
factor(worker_id)50:factor(category_id)3 0.05
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0.02
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)6:factor(category_id)4 0
factor(worker_id)7:factor(category_id)4 0
factor(worker_id)8:factor(category_id)4 0
factor(worker_id)9:factor(category_id)4 0
factor(worker_id)10:factor(category_id)4 0
factor(worker_id)11:factor(category_id)4 0
factor(worker_id)12:factor(category_id)4 0
factor(worker_id)13:factor(category_id)4 0
factor(worker_id)14:factor(category_id)4 0
factor(worker_id)15:factor(category_id)4 0
factor(worker_id)16:factor(category_id)4 0
factor(worker_id)17:factor(category_id)4 0
factor(worker_id)18:factor(category_id)4 0
factor(worker_id)19:factor(category_id)4 0.05
factor(worker_id)20:factor(category_id)4 0
factor(worker_id)21:factor(category_id)4 0
factor(worker_id)22:factor(category_id)4 0
factor(worker_id)23:factor(category_id)4 0
factor(worker_id)24:factor(category_id)4 0
factor(worker_id)25:factor(category_id)4 0
factor(worker_id)26:factor(category_id)4 0
factor(worker_id)27:factor(category_id)4 0
factor(worker_id)28:factor(category_id)4 0
factor(worker_id)29:factor(category_id)4 0
factor(worker_id)30:factor(category_id)4 0
factor(worker_id)31:factor(category_id)4 0
factor(worker_id)32:factor(category_id)4 0
factor(worker_id)33:factor(category_id)4 0
factor(worker_id)34:factor(category_id)4 0
factor(worker_id)35:factor(category_id)4 0
factor(worker_id)36:factor(category_id)4 0.06
factor(worker_id)37:factor(category_id)4 0
factor(worker_id)38:factor(category_id)4 0
factor(worker_id)39:factor(category_id)4 0
factor(worker_id)40:factor(category_id)4 0
factor(worker_id)41:factor(category_id)4 0
factor(worker_id)42:factor(category_id)4 0
factor(worker_id)43:factor(category_id)4 0
factor(worker_id)44:factor(category_id)4 0
factor(worker_id)45:factor(category_id)4 0
factor(worker_id)46:factor(category_id)4 0
factor(worker_id)47:factor(category_id)4 0
factor(worker_id)48:factor(category_id)4 0
factor(worker_id)49:factor(category_id)4 0
factor(worker_id)50:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0.19
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 0.86
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)6:factor(category_id)5 0.96
factor(worker_id)7:factor(category_id)5 0.8
factor(worker_id)8:factor(category_id)5 0
factor(worker_id)9:factor(category_id)5 0.36
factor(worker_id)10:factor(category_id)5 1
factor(worker_id)11:factor(category_id)5 1
factor(worker_id)12:factor(category_id)5 0.01
factor(worker_id)13:factor(category_id)5 1
factor(worker_id)14:factor(category_id)5 0
factor(worker_id)15:factor(category_id)5 0.86
factor(worker_id)16:factor(category_id)5 1
factor(worker_id)17:factor(category_id)5 0
factor(worker_id)18:factor(category_id)5 0
factor(worker_id)19:factor(category_id)5 0.99
factor(worker_id)20:factor(category_id)5 0
factor(worker_id)21:factor(category_id)5 0.3
factor(worker_id)22:factor(category_id)5 0
factor(worker_id)23:factor(category_id)5 0.9
factor(worker_id)24:factor(category_id)5 0.01
factor(worker_id)25:factor(category_id)5 0
factor(worker_id)26:factor(category_id)5 0.07
factor(worker_id)27:factor(category_id)5 0.98
factor(worker_id)28:factor(category_id)5 0.85
factor(worker_id)29:factor(category_id)5 0
factor(worker_id)30:factor(category_id)5 0.65
factor(worker_id)31:factor(category_id)5 0.87
factor(worker_id)32:factor(category_id)5 0.86
factor(worker_id)33:factor(category_id)5 0
factor(worker_id)34:factor(category_id)5 0.69
factor(worker_id)35:factor(category_id)5 0.17
factor(worker_id)36:factor(category_id)5 1
factor(worker_id)37:factor(category_id)5 0.04
factor(worker_id)38:factor(category_id)5 0.02
factor(worker_id)39:factor(category_id)5 0
factor(worker_id)40:factor(category_id)5 0
factor(worker_id)41:factor(category_id)5 1
factor(worker_id)42:factor(category_id)5 0
factor(worker_id)43:factor(category_id)5 0.2
factor(worker_id)44:factor(category_id)5 0.73
factor(worker_id)45:factor(category_id)5 0.83
factor(worker_id)46:factor(category_id)5 0.01
factor(worker_id)47:factor(category_id)5 0.42
factor(worker_id)48:factor(category_id)5 0.72
factor(worker_id)49:factor(category_id)5 0.31
factor(worker_id)50:factor(category_id)5 0

Significant match effect number = 29 out of 196

num_process = 30, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.014 0.204 -0.484 0.011 0.553
factor(worker_id)2 100 0 -0.009 0.249 -0.847 -0.001 0.640
factor(worker_id)3 100 0 0.007 0.277 -0.634 -0.004 0.640
factor(worker_id)4 100 0 -0.006 0.287 -0.558 -0.015 0.700
factor(worker_id)5 100 0 -0.021 0.281 -0.776 -0.048 0.509
factor(worker_id)6 100 0 0.007 0.257 -0.777 0.039 0.592
factor(worker_id)7 100 0 -0.008 0.268 -0.749 -0.033 0.626
factor(worker_id)8 100 0 -0.015 0.253 -0.785 0.005 0.626
factor(worker_id)9 100 0 -0.014 0.271 -0.571 -0.006 0.657
factor(worker_id)10 100 0 -0.032 0.288 -0.613 -0.060 0.627
factor(worker_id)11 100 0 -0.009 0.326 -0.702 -0.058 0.919
factor(worker_id)12 100 0 -0.001 0.280 -0.692 -0.001 0.615
factor(worker_id)13 100 0 -0.049 0.267 -0.868 -0.061 0.473
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factor(worker_id)45:factor(category_id)5 100 0 0.013 0.365 -1.121 -0.002 1.167
factor(worker_id)46:factor(category_id)5 100 0 -0.004 0.376 -1.126 0.043 0.919
factor(worker_id)47:factor(category_id)5 100 0 0.020 0.378 -0.942 0.067 0.838
factor(worker_id)48:factor(category_id)5 100 0 0.026 0.396 -0.800 -0.027 1.060
factor(worker_id)49:factor(category_id)5 100 0 0.005 0.349 -0.882 -0.007 0.796
factor(worker_id)50:factor(category_id)5 100 0 0.092 0.358 -0.584 0.118 0.833

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0.99
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(worker_id)31 1
factor(worker_id)32 1
factor(worker_id)33 1
factor(worker_id)34 1
factor(worker_id)35 1
factor(worker_id)36 1
factor(worker_id)37 1
factor(worker_id)38 1
factor(worker_id)39 1
factor(worker_id)40 1
factor(worker_id)41 1
factor(worker_id)42 1
factor(worker_id)43 1
factor(worker_id)44 1
factor(worker_id)45 1
factor(worker_id)46 1
factor(worker_id)47 1
factor(worker_id)48 1
factor(worker_id)49 1
factor(worker_id)50 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 0.01
factor(worker_id)4:factor(category_id)2 0.98
factor(worker_id)5:factor(category_id)2 0.67
factor(worker_id)6:factor(category_id)2 1
factor(worker_id)7:factor(category_id)2 0.93
factor(worker_id)8:factor(category_id)2 0.3
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 0.11
factor(worker_id)12:factor(category_id)2 0.68
factor(worker_id)13:factor(category_id)2 0.4
factor(worker_id)14:factor(category_id)2 0
factor(worker_id)15:factor(category_id)2 0
factor(worker_id)16:factor(category_id)2 0.11
factor(worker_id)17:factor(category_id)2 0.99
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 0.07
factor(worker_id)21:factor(category_id)2 1
factor(worker_id)22:factor(category_id)2 0.3
factor(worker_id)23:factor(category_id)2 0.08
factor(worker_id)24:factor(category_id)2 0
factor(worker_id)25:factor(category_id)2 0
factor(worker_id)26:factor(category_id)2 0
factor(worker_id)27:factor(category_id)2 0
factor(worker_id)28:factor(category_id)2 0
factor(worker_id)29:factor(category_id)2 0.95
factor(worker_id)30:factor(category_id)2 0
factor(worker_id)31:factor(category_id)2 0.99
factor(worker_id)32:factor(category_id)2 0.39
factor(worker_id)33:factor(category_id)2 0.24
factor(worker_id)34:factor(category_id)2 0
factor(worker_id)35:factor(category_id)2 0
factor(worker_id)36:factor(category_id)2 0.34
factor(worker_id)37:factor(category_id)2 0.02
factor(worker_id)38:factor(category_id)2 0
factor(worker_id)39:factor(category_id)2 0
factor(worker_id)40:factor(category_id)2 0.01
factor(worker_id)41:factor(category_id)2 0
factor(worker_id)42:factor(category_id)2 0
factor(worker_id)43:factor(category_id)2 1
factor(worker_id)44:factor(category_id)2 0.04
factor(worker_id)45:factor(category_id)2 0
factor(worker_id)46:factor(category_id)2 0.18
factor(worker_id)47:factor(category_id)2 1
factor(worker_id)48:factor(category_id)2 0
factor(worker_id)49:factor(category_id)2 0.95
factor(worker_id)50:factor(category_id)2 1
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)6:factor(category_id)3 0.01
factor(worker_id)7:factor(category_id)3 0
factor(worker_id)8:factor(category_id)3 1
factor(worker_id)9:factor(category_id)3 0.02
factor(worker_id)10:factor(category_id)3 0
factor(worker_id)11:factor(category_id)3 0.62
factor(worker_id)12:factor(category_id)3 0.05
factor(worker_id)13:factor(category_id)3 0.01
factor(worker_id)14:factor(category_id)3 0
factor(worker_id)15:factor(category_id)3 0
factor(worker_id)16:factor(category_id)3 0
factor(worker_id)17:factor(category_id)3 0
factor(worker_id)18:factor(category_id)3 0
factor(worker_id)19:factor(category_id)3 0.65
factor(worker_id)20:factor(category_id)3 0
factor(worker_id)21:factor(category_id)3 0
factor(worker_id)22:factor(category_id)3 0.3
factor(worker_id)23:factor(category_id)3 0
factor(worker_id)24:factor(category_id)3 0
factor(worker_id)25:factor(category_id)3 0.01
factor(worker_id)26:factor(category_id)3 0.15
factor(worker_id)27:factor(category_id)3 0
factor(worker_id)28:factor(category_id)3 0.03
factor(worker_id)29:factor(category_id)3 0.08
factor(worker_id)30:factor(category_id)3 0
factor(worker_id)31:factor(category_id)3 0.96
factor(worker_id)32:factor(category_id)3 0
factor(worker_id)33:factor(category_id)3 0.73
factor(worker_id)34:factor(category_id)3 0
factor(worker_id)35:factor(category_id)3 0
factor(worker_id)36:factor(category_id)3 0
factor(worker_id)37:factor(category_id)3 0
factor(worker_id)38:factor(category_id)3 0
factor(worker_id)39:factor(category_id)3 0
factor(worker_id)40:factor(category_id)3 0
factor(worker_id)41:factor(category_id)3 0
factor(worker_id)42:factor(category_id)3 0
factor(worker_id)43:factor(category_id)3 0.96
factor(worker_id)44:factor(category_id)3 0.3
factor(worker_id)45:factor(category_id)3 0
factor(worker_id)46:factor(category_id)3 0.46
factor(worker_id)47:factor(category_id)3 0.52
factor(worker_id)48:factor(category_id)3 0
factor(worker_id)49:factor(category_id)3 0
factor(worker_id)50:factor(category_id)3 0.1
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0
factor(worker_id)4:factor(category_id)4 0.55
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)6:factor(category_id)4 0
factor(worker_id)7:factor(category_id)4 0
factor(worker_id)8:factor(category_id)4 1
factor(worker_id)9:factor(category_id)4 0.01
factor(worker_id)10:factor(category_id)4 0
factor(worker_id)11:factor(category_id)4 0.93
factor(worker_id)12:factor(category_id)4 0.52
factor(worker_id)13:factor(category_id)4 0
factor(worker_id)14:factor(category_id)4 0
factor(worker_id)15:factor(category_id)4 0
factor(worker_id)16:factor(category_id)4 0
factor(worker_id)17:factor(category_id)4 0
factor(worker_id)18:factor(category_id)4 0
factor(worker_id)19:factor(category_id)4 0
factor(worker_id)20:factor(category_id)4 0.48
factor(worker_id)21:factor(category_id)4 0.97
factor(worker_id)22:factor(category_id)4 0
factor(worker_id)23:factor(category_id)4 0
factor(worker_id)24:factor(category_id)4 0
factor(worker_id)25:factor(category_id)4 0
factor(worker_id)26:factor(category_id)4 0.97
factor(worker_id)27:factor(category_id)4 0
factor(worker_id)28:factor(category_id)4 0
factor(worker_id)29:factor(category_id)4 0
factor(worker_id)30:factor(category_id)4 0
factor(worker_id)31:factor(category_id)4 0.06
factor(worker_id)32:factor(category_id)4 0
factor(worker_id)33:factor(category_id)4 0
factor(worker_id)34:factor(category_id)4 0
factor(worker_id)35:factor(category_id)4 0.01
factor(worker_id)36:factor(category_id)4 0
factor(worker_id)37:factor(category_id)4 0
factor(worker_id)38:factor(category_id)4 0.01
factor(worker_id)39:factor(category_id)4 0
factor(worker_id)40:factor(category_id)4 0.12
factor(worker_id)41:factor(category_id)4 0
factor(worker_id)42:factor(category_id)4 0
factor(worker_id)43:factor(category_id)4 0.13
factor(worker_id)44:factor(category_id)4 0.01
factor(worker_id)45:factor(category_id)4 0
factor(worker_id)46:factor(category_id)4 0.57
factor(worker_id)47:factor(category_id)4 1
factor(worker_id)48:factor(category_id)4 0.02
factor(worker_id)49:factor(category_id)4 0
factor(worker_id)50:factor(category_id)4 0.48
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0.87
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)6:factor(category_id)5 0
factor(worker_id)7:factor(category_id)5 0
factor(worker_id)8:factor(category_id)5 1
factor(worker_id)9:factor(category_id)5 0
factor(worker_id)10:factor(category_id)5 0.02
factor(worker_id)11:factor(category_id)5 0
factor(worker_id)12:factor(category_id)5 0.04
factor(worker_id)13:factor(category_id)5 0.52
factor(worker_id)14:factor(category_id)5 0
factor(worker_id)15:factor(category_id)5 0
factor(worker_id)16:factor(category_id)5 0
factor(worker_id)17:factor(category_id)5 0.04
factor(worker_id)18:factor(category_id)5 0
factor(worker_id)19:factor(category_id)5 0
factor(worker_id)20:factor(category_id)5 0
factor(worker_id)21:factor(category_id)5 1
factor(worker_id)22:factor(category_id)5 0.85
factor(worker_id)23:factor(category_id)5 0
factor(worker_id)24:factor(category_id)5 0
factor(worker_id)25:factor(category_id)5 0
factor(worker_id)26:factor(category_id)5 0.14
factor(worker_id)27:factor(category_id)5 0
factor(worker_id)28:factor(category_id)5 0
factor(worker_id)29:factor(category_id)5 0.23
factor(worker_id)30:factor(category_id)5 0
factor(worker_id)31:factor(category_id)5 0
factor(worker_id)32:factor(category_id)5 1
factor(worker_id)33:factor(category_id)5 0.41
factor(worker_id)34:factor(category_id)5 0
factor(worker_id)35:factor(category_id)5 0.71
factor(worker_id)36:factor(category_id)5 0
factor(worker_id)37:factor(category_id)5 0
factor(worker_id)38:factor(category_id)5 0.93
factor(worker_id)39:factor(category_id)5 0
factor(worker_id)40:factor(category_id)5 0.47
factor(worker_id)41:factor(category_id)5 0
factor(worker_id)42:factor(category_id)5 0
factor(worker_id)43:factor(category_id)5 0.95
factor(worker_id)44:factor(category_id)5 0.23
factor(worker_id)45:factor(category_id)5 0
factor(worker_id)46:factor(category_id)5 0
factor(worker_id)47:factor(category_id)5 1
factor(worker_id)48:factor(category_id)5 0
factor(worker_id)49:factor(category_id)5 0.43
factor(worker_id)50:factor(category_id)5 0

Significant match effect number = 28 out of 196

num_process = 40, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.014 0.140 -0.334 -0.016 0.318
factor(worker_id)2 100 0 0.025 0.205 -0.441 0.051 0.509
factor(worker_id)3 100 0 -0.029 0.215 -0.601 -0.001 0.540
factor(worker_id)4 100 0 0.022 0.200 -0.385 0.008 0.569
factor(worker_id)5 100 0 -0.042 0.199 -0.478 -0.033 0.573
factor(worker_id)6 100 0 0.018 0.210 -0.493 0.026 0.593
factor(worker_id)7 100 0 0.027 0.200 -0.460 0.035 0.531
factor(worker_id)8 100 0 0.009 0.198 -0.630 0.009 0.618
factor(worker_id)9 100 0 0.037 0.228 -0.460 0.007 0.618
factor(worker_id)10 100 0 -0.020 0.222 -0.520 -0.018 0.486
factor(worker_id)11 100 0 0.010 0.208 -0.462 0.012 0.556
factor(worker_id)12 100 0 0.008 0.213 -0.502 -0.001 0.564
factor(worker_id)13 100 0 0.008 0.216 -0.561 0.019 0.509
factor(worker_id)14 100 0 0.008 0.217 -0.462 0.003 0.545
factor(worker_id)15 100 0 0.047 0.183 -0.302 0.043 0.464
factor(worker_id)16 100 0 0.008 0.221 -0.480 0.018 0.450
factor(worker_id)17 100 0 0.029 0.232 -0.502 0.012 0.602
factor(worker_id)18 100 0 0.012 0.206 -0.416 0.007 0.587
factor(worker_id)19 100 0 0.063 0.210 -0.401 0.060 0.491
factor(worker_id)20 100 0 0.030 0.228 -0.472 0.031 0.554
factor(worker_id)21 100 0 0.017 0.220 -0.552 0.009 0.584
factor(worker_id)22 100 0 0.006 0.228 -0.446 -0.003 0.498
factor(worker_id)23 100 0 0.009 0.179 -0.399 0.020 0.354
factor(worker_id)24 100 0 0.021 0.219 -0.550 0.019 0.613
factor(worker_id)25 100 0 0.021 0.212 -0.465 0.027 0.499
factor(worker_id)26 100 0 0.009 0.198 -0.447 0.023 0.638
factor(worker_id)27 100 0 -0.008 0.220 -0.566 0.012 0.600
factor(worker_id)28 100 0 0.023 0.218 -0.452 -0.004 0.515
factor(worker_id)29 100 0 0.006 0.234 -0.662 -0.004 0.663
factor(worker_id)30 100 0 0.004 0.222 -0.465 -0.002 0.523
factor(worker_id)31 100 0 0.021 0.229 -0.571 0.018 0.599
factor(worker_id)32 100 0 -0.004 0.198 -0.502 -0.012 0.617
factor(worker_id)33 100 0 0.004 0.213 -0.506 0.005 0.684
factor(worker_id)34 100 0 0.029 0.244 -0.512 0.046 0.543
factor(worker_id)35 100 0 -0.007 0.184 -0.363 -0.018 0.628
factor(worker_id)36 100 0 0.029 0.205 -0.559 0.019 0.588
factor(worker_id)37 100 0 0.014 0.219 -0.461 -0.005 0.529
factor(worker_id)38 100 0 0.005 0.200 -0.482 -0.009 0.408
factor(worker_id)39 100 0 0.032 0.205 -0.676 0.037 0.473
factor(worker_id)40 100 0 -0.015 0.197 -0.397 -0.011 0.445
factor(worker_id)41 100 0 0.016 0.212 -0.520 0.034 0.429
factor(worker_id)42 100 0 0.011 0.233 -0.644 0.048 0.476
factor(worker_id)43 100 0 -0.005 0.205 -0.459 -0.013 0.564
factor(worker_id)44 100 0 0.028 0.216 -0.501 0.033 0.597
factor(worker_id)45 100 0 0.022 0.201 -0.380 0.021 0.629
factor(worker_id)46 100 0 0.028 0.206 -0.444 0.014 0.489
factor(worker_id)47 100 0 0.021 0.215 -0.528 -0.002 0.654
factor(worker_id)48 100 0 0.016 0.211 -0.577 0.020 0.542
factor(worker_id)49 100 0 0.025 0.202 -0.496 0.021 0.569
factor(worker_id)50 100 0 0.021 0.222 -0.446 0.008 0.467
factor(category_id)2 100 0 0.005 0.192 -0.352 -0.034 0.405
factor(category_id)3 100 0 0.043 0.225 -0.361 0.012 0.632
factor(category_id)4 100 0 0.010 0.219 -0.553 0.013 0.625
factor(category_id)5 100 0 0.012 0.192 -0.445 -0.007 0.533
factor(worker_id)2:factor(category_id)2 100 0 -0.012 0.302 -0.646 -0.009 0.886
factor(worker_id)3:factor(category_id)2 100 0 0.046 0.292 -0.582 0.027 0.784
factor(worker_id)4:factor(category_id)2 100 0 -0.048 0.290 -0.849 -0.053 0.701
factor(worker_id)5:factor(category_id)2 100 0 0.050 0.316 -0.861 0.073 0.684
factor(worker_id)6:factor(category_id)2 100 0 0.012 0.300 -0.962 -0.024 0.535
factor(worker_id)7:factor(category_id)2 100 0 -0.027 0.260 -0.676 -0.042 0.641
factor(worker_id)8:factor(category_id)2 100 0 -0.007 0.235 -0.610 -0.010 0.642
factor(worker_id)9:factor(category_id)2 100 0 -0.019 0.304 -0.648 -0.022 0.674
factor(worker_id)10:factor(category_id)2 100 0 0.036 0.313 -0.624 0.052 0.908
factor(worker_id)11:factor(category_id)2 100 0 -0.003 0.313 -0.680 -0.006 0.748
factor(worker_id)12:factor(category_id)2 100 0 -0.023 0.304 -0.640 -0.078 1.019
factor(worker_id)13:factor(category_id)2 100 0 0.004 0.303 -0.942 0.026 0.591
factor(worker_id)14:factor(category_id)2 100 0 -0.027 0.301 -0.981 0.022 0.622
factor(worker_id)15:factor(category_id)2 100 0 -0.061 0.264 -0.729 -0.075 0.528
factor(worker_id)16:factor(category_id)2 100 0 0.008 0.268 -0.630 0.011 0.732
factor(worker_id)17:factor(category_id)2 100 0 -0.010 0.280 -0.638 0.006 0.592
factor(worker_id)18:factor(category_id)2 100 0 0.020 0.286 -0.867 0.033 0.789
factor(worker_id)19:factor(category_id)2 100 0 -0.036 0.315 -0.689 -0.060 0.697
factor(worker_id)20:factor(category_id)2 100 0 -0.012 0.331 -0.731 -0.034 0.907
factor(worker_id)21:factor(category_id)2 100 0 -0.046 0.279 -0.744 -0.023 0.607
factor(worker_id)22:factor(category_id)2 100 0 -0.007 0.297 -0.730 0.033 0.605
factor(worker_id)23:factor(category_id)2 100 0 -0.022 0.305 -0.646 -0.012 0.599
factor(worker_id)24:factor(category_id)2 100 0 -0.010 0.308 -0.774 -0.023 0.633
factor(worker_id)25:factor(category_id)2 100 0 0.017 0.294 -0.628 0.061 0.604
factor(worker_id)26:factor(category_id)2 100 0 -0.003 0.280 -0.626 0.029 0.648
factor(worker_id)27:factor(category_id)2 100 0 0.035 0.287 -0.664 0.026 0.853
factor(worker_id)28:factor(category_id)2 100 0 -0.037 0.313 -0.904 -0.039 0.702
factor(worker_id)29:factor(category_id)2 100 0 -0.004 0.304 -0.682 -0.005 0.930
factor(worker_id)30:factor(category_id)2 100 0 0.024 0.315 -0.688 0.042 0.791
factor(worker_id)31:factor(category_id)2 100 0 -0.019 0.312 -0.802 0.001 0.718
factor(worker_id)32:factor(category_id)2 100 0 0.033 0.296 -0.871 0.040 0.875
factor(worker_id)33:factor(category_id)2 100 0 -0.004 0.305 -0.758 0.005 0.750
factor(worker_id)34:factor(category_id)2 100 0 -0.019 0.359 -0.880 0.041 0.993
factor(worker_id)35:factor(category_id)2 100 0 -0.008 0.269 -0.729 -0.013 0.557
factor(worker_id)36:factor(category_id)2 100 0 -0.028 0.296 -0.755 -0.025 0.658
factor(worker_id)37:factor(category_id)2 100 0 -0.029 0.287 -0.918 0.011 0.655
factor(worker_id)38:factor(category_id)2 100 0 0.010 0.274 -0.574 0.030 0.692
factor(worker_id)39:factor(category_id)2 100 0 -0.033 0.278 -0.647 -0.014 0.736
factor(worker_id)40:factor(category_id)2 100 0 0.013 0.285 -0.776 0.041 0.647
factor(worker_id)41:factor(category_id)2 100 0 -0.020 0.275 -0.683 -0.041 0.611
factor(worker_id)42:factor(category_id)2 100 0 -0.010 0.317 -0.824 0.037 0.621
factor(worker_id)43:factor(category_id)2 100 0 -0.016 0.289 -0.651 -0.053 0.639
factor(worker_id)44:factor(category_id)2 100 0 -0.026 0.279 -0.793 -0.010 0.642
factor(worker_id)45:factor(category_id)2 100 0 -0.012 0.274 -0.615 -0.011 0.871
factor(worker_id)46:factor(category_id)2 100 0 0.017 0.273 -0.577 -0.010 0.754
factor(worker_id)47:factor(category_id)2 100 0 -0.009 0.283 -0.536 -0.041 0.660
factor(worker_id)48:factor(category_id)2 100 0 -0.023 0.303 -0.788 -0.029 0.872
factor(worker_id)49:factor(category_id)2 100 0 0.000 0.269 -0.617 -0.032 0.591
factor(worker_id)50:factor(category_id)2 100 0 -0.008 0.300 -0.739 -0.005 0.699
factor(worker_id)2:factor(category_id)3 100 0 -0.073 0.325 -0.979 0.000 0.537
factor(worker_id)3:factor(category_id)3 100 0 -0.028 0.314 -0.790 -0.003 0.545
factor(worker_id)4:factor(category_id)3 100 0 -0.052 0.309 -1.064 -0.029 0.583
factor(worker_id)5:factor(category_id)3 100 0 0.037 0.306 -0.934 0.025 0.680
factor(worker_id)6:factor(category_id)3 100 0 -0.054 0.293 -0.897 0.009 0.517
factor(worker_id)7:factor(category_id)3 100 0 -0.076 0.330 -0.863 -0.054 0.727
factor(worker_id)8:factor(category_id)3 100 0 -0.044 0.290 -0.777 -0.036 0.553
factor(worker_id)9:factor(category_id)3 100 0 -0.057 0.357 -1.426 -0.015 0.718
factor(worker_id)10:factor(category_id)3 100 0 0.007 0.336 -0.963 0.039 0.736
factor(worker_id)11:factor(category_id)3 100 0 -0.066 0.304 -0.740 -0.047 0.579
factor(worker_id)12:factor(category_id)3 100 0 -0.040 0.311 -0.869 -0.054 0.663
factor(worker_id)13:factor(category_id)3 100 0 -0.057 0.327 -0.998 0.017 0.761
factor(worker_id)14:factor(category_id)3 100 0 -0.020 0.327 -0.833 0.027 0.606
factor(worker_id)15:factor(category_id)3 100 0 -0.093 0.276 -0.829 -0.100 0.453
factor(worker_id)16:factor(category_id)3 100 0 0.008 0.298 -1.016 0.026 0.594
factor(worker_id)17:factor(category_id)3 100 0 -0.055 0.345 -1.004 -0.066 0.620
factor(worker_id)18:factor(category_id)3 100 0 -0.026 0.315 -0.739 -0.025 0.885
factor(worker_id)19:factor(category_id)3 100 0 -0.099 0.322 -0.970 -0.047 0.487
factor(worker_id)20:factor(category_id)3 100 0 -0.068 0.323 -0.993 -0.028 0.592
factor(worker_id)21:factor(category_id)3 100 0 -0.032 0.316 -0.888 -0.015 0.701
factor(worker_id)22:factor(category_id)3 100 0 -0.044 0.342 -0.883 -0.005 0.624
factor(worker_id)23:factor(category_id)3 100 0 -0.043 0.289 -0.830 -0.041 0.679
factor(worker_id)24:factor(category_id)3 100 0 -0.045 0.334 -1.123 -0.036 0.677
factor(worker_id)25:factor(category_id)3 100 0 -0.025 0.307 -0.890 -0.024 0.692
factor(worker_id)26:factor(category_id)3 100 0 -0.032 0.335 -0.904 -0.039 0.751
factor(worker_id)27:factor(category_id)3 100 0 -0.019 0.311 -0.882 -0.042 0.626
factor(worker_id)28:factor(category_id)3 100 0 -0.056 0.323 -1.003 -0.002 0.774
factor(worker_id)29:factor(category_id)3 100 0 -0.037 0.306 -0.895 0.000 0.672
factor(worker_id)30:factor(category_id)3 100 0 -0.026 0.349 -0.832 0.008 0.877
factor(worker_id)31:factor(category_id)3 100 0 -0.044 0.318 -0.794 -0.032 0.692
factor(worker_id)32:factor(category_id)3 100 0 -0.049 0.310 -1.030 -0.003 0.591
factor(worker_id)33:factor(category_id)3 100 0 -0.060 0.341 -0.920 -0.037 0.583
factor(worker_id)34:factor(category_id)3 100 0 -0.071 0.346 -0.779 -0.080 0.903
factor(worker_id)35:factor(category_id)3 100 0 -0.029 0.284 -0.940 0.001 0.608
factor(worker_id)36:factor(category_id)3 100 0 -0.061 0.321 -0.903 -0.067 0.624
factor(worker_id)37:factor(category_id)3 100 0 -0.048 0.301 -0.912 -0.025 0.621
factor(worker_id)38:factor(category_id)3 100 0 0.010 0.295 -0.977 0.030 0.612
factor(worker_id)39:factor(category_id)3 100 0 -0.038 0.318 -0.867 -0.034 0.923
factor(worker_id)40:factor(category_id)3 100 0 -0.022 0.304 -1.058 -0.013 0.503
factor(worker_id)41:factor(category_id)3 100 0 -0.036 0.310 -0.852 -0.011 0.636
factor(worker_id)42:factor(category_id)3 100 0 -0.040 0.327 -0.822 -0.063 0.671
factor(worker_id)43:factor(category_id)3 100 0 -0.040 0.282 -0.811 -0.009 0.517
factor(worker_id)44:factor(category_id)3 100 0 -0.062 0.325 -0.872 -0.060 0.812
factor(worker_id)45:factor(category_id)3 100 0 -0.067 0.294 -0.849 -0.033 0.532
factor(worker_id)46:factor(category_id)3 100 0 -0.034 0.293 -0.687 -0.011 0.743
factor(worker_id)47:factor(category_id)3 100 0 -0.076 0.356 -1.187 -0.051 0.744
factor(worker_id)48:factor(category_id)3 100 0 -0.031 0.326 -1.002 -0.063 0.607
factor(worker_id)49:factor(category_id)3 100 0 -0.051 0.304 -0.971 -0.044 0.566
factor(worker_id)50:factor(category_id)3 100 0 -0.057 0.345 -1.000 -0.007 0.561
factor(worker_id)2:factor(category_id)4 100 0 -0.023 0.308 -1.075 -0.020 0.725
factor(worker_id)3:factor(category_id)4 100 0 0.029 0.332 -0.697 -0.006 0.781
factor(worker_id)4:factor(category_id)4 100 0 -0.010 0.332 -0.815 0.002 0.865
factor(worker_id)5:factor(category_id)4 100 0 0.075 0.298 -0.882 0.059 0.816
factor(worker_id)6:factor(category_id)4 100 0 -0.038 0.287 -0.721 -0.019 0.689
factor(worker_id)7:factor(category_id)4 100 0 -0.032 0.264 -0.613 -0.072 0.724
factor(worker_id)8:factor(category_id)4 100 0 -0.016 0.318 -0.830 -0.011 0.873
factor(worker_id)9:factor(category_id)4 100 0 -0.033 0.354 -1.108 -0.013 0.699
factor(worker_id)10:factor(category_id)4 100 0 0.034 0.294 -0.934 0.070 0.702
factor(worker_id)11:factor(category_id)4 100 0 -0.024 0.318 -1.009 -0.067 0.811
factor(worker_id)12:factor(category_id)4 100 0 -0.008 0.300 -0.636 0.013 0.826
factor(worker_id)13:factor(category_id)4 100 0 -0.001 0.351 -0.718 0.007 0.739
factor(worker_id)14:factor(category_id)4 100 0 -0.010 0.337 -0.776 0.002 0.760
factor(worker_id)15:factor(category_id)4 100 0 -0.036 0.299 -0.770 -0.009 0.657
factor(worker_id)16:factor(category_id)4 100 0 -0.019 0.315 -0.637 0.022 0.704
factor(worker_id)17:factor(category_id)4 100 0 -0.022 0.329 -0.998 -0.035 0.773
factor(worker_id)18:factor(category_id)4 100 0 -0.009 0.298 -1.127 -0.015 0.783
factor(worker_id)19:factor(category_id)4 100 0 -0.037 0.316 -0.804 -0.036 0.843
factor(worker_id)20:factor(category_id)4 100 0 0.001 0.353 -0.928 0.012 0.734
factor(worker_id)21:factor(category_id)4 100 0 0.015 0.319 -0.851 -0.002 0.766
factor(worker_id)22:factor(category_id)4 100 0 0.016 0.321 -0.697 0.032 0.766
factor(worker_id)23:factor(category_id)4 100 0 -0.025 0.264 -0.705 -0.026 0.535
factor(worker_id)24:factor(category_id)4 100 0 -0.003 0.320 -0.743 -0.005 0.794
factor(worker_id)25:factor(category_id)4 100 0 0.002 0.301 -0.595 0.005 0.824
factor(worker_id)26:factor(category_id)4 100 0 0.010 0.302 -0.634 0.003 0.805
factor(worker_id)27:factor(category_id)4 100 0 0.003 0.300 -0.757 0.016 0.885
factor(worker_id)28:factor(category_id)4 100 0 -0.048 0.314 -0.889 -0.049 0.556
factor(worker_id)29:factor(category_id)4 100 0 -0.033 0.325 -0.828 0.002 0.789
factor(worker_id)30:factor(category_id)4 100 0 -0.031 0.290 -0.601 -0.048 0.787
factor(worker_id)31:factor(category_id)4 100 0 -0.032 0.300 -0.773 0.012 0.638
factor(worker_id)32:factor(category_id)4 100 0 0.030 0.302 -1.005 0.043 0.913
factor(worker_id)33:factor(category_id)4 100 0 -0.011 0.329 -1.273 -0.022 0.770
factor(worker_id)34:factor(category_id)4 100 0 -0.017 0.347 -0.773 -0.039 0.862
factor(worker_id)35:factor(category_id)4 100 0 -0.003 0.282 -0.775 -0.001 0.769
factor(worker_id)36:factor(category_id)4 100 0 -0.013 0.296 -0.832 0.000 0.628
factor(worker_id)37:factor(category_id)4 100 0 -0.012 0.353 -0.897 -0.003 0.936
factor(worker_id)38:factor(category_id)4 100 0 -0.007 0.293 -0.917 -0.026 0.726
factor(worker_id)39:factor(category_id)4 100 0 -0.021 0.296 -0.735 -0.029 0.752
factor(worker_id)40:factor(category_id)4 100 0 0.049 0.294 -0.606 0.061 0.692
factor(worker_id)41:factor(category_id)4 100 0 -0.014 0.339 -0.774 -0.035 0.857
factor(worker_id)42:factor(category_id)4 100 0 -0.028 0.330 -0.736 -0.020 0.850
factor(worker_id)43:factor(category_id)4 100 0 0.017 0.312 -0.686 0.002 0.737
factor(worker_id)44:factor(category_id)4 100 0 -0.011 0.282 -0.679 -0.017 0.627
factor(worker_id)45:factor(category_id)4 100 0 -0.006 0.310 -0.851 -0.015 0.694
factor(worker_id)46:factor(category_id)4 100 0 -0.035 0.306 -0.682 -0.038 0.631
factor(worker_id)47:factor(category_id)4 100 0 -0.032 0.333 -1.042 -0.056 0.686
factor(worker_id)48:factor(category_id)4 100 0 -0.006 0.320 -0.668 0.007 0.845
factor(worker_id)49:factor(category_id)4 100 0 -0.022 0.307 -0.806 -0.001 0.815
factor(worker_id)50:factor(category_id)4 100 0 -0.013 0.310 -0.764 0.011 0.640
factor(worker_id)2:factor(category_id)5 100 0 -0.040 0.263 -0.719 -0.048 0.672
factor(worker_id)3:factor(category_id)5 100 0 0.048 0.279 -0.626 0.047 0.863
factor(worker_id)4:factor(category_id)5 100 0 -0.023 0.277 -0.752 0.000 0.495
factor(worker_id)5:factor(category_id)5 100 0 0.019 0.320 -0.961 0.000 0.780
factor(worker_id)6:factor(category_id)5 100 0 -0.025 0.280 -0.584 -0.051 0.658
factor(worker_id)7:factor(category_id)5 100 0 -0.020 0.309 -0.863 -0.020 0.699
factor(worker_id)8:factor(category_id)5 100 0 -0.016 0.291 -0.664 0.000 0.644
factor(worker_id)9:factor(category_id)5 100 0 -0.034 0.299 -0.687 -0.037 0.708
factor(worker_id)10:factor(category_id)5 100 0 0.028 0.340 -0.775 0.096 0.734
factor(worker_id)11:factor(category_id)5 100 0 -0.014 0.247 -0.662 -0.024 0.524
factor(worker_id)12:factor(category_id)5 100 0 -0.018 0.262 -0.591 0.001 0.524
factor(worker_id)13:factor(category_id)5 100 0 0.012 0.288 -0.680 0.015 0.757
factor(worker_id)14:factor(category_id)5 100 0 0.009 0.276 -0.731 0.038 0.596
factor(worker_id)15:factor(category_id)5 100 0 -0.057 0.282 -0.588 -0.067 0.683
factor(worker_id)16:factor(category_id)5 100 0 0.006 0.297 -0.797 0.014 0.823
factor(worker_id)17:factor(category_id)5 100 0 -0.020 0.314 -0.774 -0.024 0.703
factor(worker_id)18:factor(category_id)5 100 0 0.010 0.297 -0.597 0.011 0.834
factor(worker_id)19:factor(category_id)5 100 0 -0.074 0.272 -0.830 -0.081 0.538
factor(worker_id)20:factor(category_id)5 100 0 -0.017 0.314 -0.738 0.037 0.717
factor(worker_id)21:factor(category_id)5 100 0 -0.002 0.288 -0.863 0.012 0.555
factor(worker_id)22:factor(category_id)5 100 0 -0.019 0.305 -0.796 0.000 0.604
factor(worker_id)23:factor(category_id)5 100 0 0.023 0.266 -0.656 0.016 0.778
factor(worker_id)24:factor(category_id)5 100 0 -0.022 0.297 -0.859 -0.024 0.641
factor(worker_id)25:factor(category_id)5 100 0 -0.029 0.308 -0.879 -0.028 0.872
factor(worker_id)26:factor(category_id)5 100 0 -0.027 0.278 -0.808 0.023 0.464
factor(worker_id)27:factor(category_id)5 100 0 0.028 0.291 -1.264 0.038 0.711
factor(worker_id)28:factor(category_id)5 100 0 -0.042 0.302 -0.759 -0.069 0.639
factor(worker_id)29:factor(category_id)5 100 0 0.020 0.325 -0.940 0.074 0.841
factor(worker_id)30:factor(category_id)5 100 0 -0.014 0.332 -0.944 0.005 0.752
factor(worker_id)31:factor(category_id)5 100 0 0.009 0.303 -0.932 -0.015 0.704
factor(worker_id)32:factor(category_id)5 100 0 -0.005 0.271 -0.706 -0.033 0.719
factor(worker_id)33:factor(category_id)5 100 0 -0.001 0.312 -0.869 0.000 0.674
factor(worker_id)34:factor(category_id)5 100 0 -0.023 0.339 -0.982 0.000 0.702
factor(worker_id)35:factor(category_id)5 100 0 0.024 0.298 -0.912 0.043 0.767
factor(worker_id)36:factor(category_id)5 100 0 -0.073 0.289 -0.945 -0.048 0.545
factor(worker_id)37:factor(category_id)5 100 0 0.013 0.254 -0.713 0.004 0.610
factor(worker_id)38:factor(category_id)5 100 0 -0.007 0.268 -0.733 -0.002 0.713
factor(worker_id)39:factor(category_id)5 100 0 -0.029 0.288 -0.888 -0.030 0.686
factor(worker_id)40:factor(category_id)5 100 0 -0.010 0.289 -0.812 0.008 0.773
factor(worker_id)41:factor(category_id)5 100 0 -0.017 0.267 -0.772 0.006 0.520
factor(worker_id)42:factor(category_id)5 100 0 -0.023 0.334 -0.985 -0.022 0.808
factor(worker_id)43:factor(category_id)5 100 0 0.011 0.275 -0.800 0.062 0.613
factor(worker_id)44:factor(category_id)5 100 0 -0.012 0.318 -0.856 0.003 0.818
factor(worker_id)45:factor(category_id)5 100 0 -0.022 0.299 -0.747 -0.026 0.986
factor(worker_id)46:factor(category_id)5 100 0 -0.011 0.273 -0.637 -0.002 0.653
factor(worker_id)47:factor(category_id)5 100 0 -0.018 0.299 -0.909 0.003 0.584
factor(worker_id)48:factor(category_id)5 100 0 0.010 0.275 -0.587 0.020 0.711
factor(worker_id)49:factor(category_id)5 100 0 -0.014 0.275 -0.811 0.030 0.575
factor(worker_id)50:factor(category_id)5 100 0 -0.035 0.282 -0.790 0.025 0.534

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 0.94
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(worker_id)31 1
factor(worker_id)32 1
factor(worker_id)33 1
factor(worker_id)34 1
factor(worker_id)35 1
factor(worker_id)36 1
factor(worker_id)37 1
factor(worker_id)38 1
factor(worker_id)39 1
factor(worker_id)40 1
factor(worker_id)41 1
factor(worker_id)42 1
factor(worker_id)43 1
factor(worker_id)44 1
factor(worker_id)45 1
factor(worker_id)46 1
factor(worker_id)47 1
factor(worker_id)48 1
factor(worker_id)49 1
factor(worker_id)50 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 1
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0.1
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 0
factor(worker_id)8:factor(category_id)2 0.98
factor(worker_id)9:factor(category_id)2 0.73
factor(worker_id)10:factor(category_id)2 1
factor(worker_id)11:factor(category_id)2 1
factor(worker_id)12:factor(category_id)2 0
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 0.42
factor(worker_id)15:factor(category_id)2 1
factor(worker_id)16:factor(category_id)2 1
factor(worker_id)17:factor(category_id)2 0.12
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 0.01
factor(worker_id)21:factor(category_id)2 0.11
factor(worker_id)22:factor(category_id)2 0
factor(worker_id)23:factor(category_id)2 0.28
factor(worker_id)24:factor(category_id)2 0.96
factor(worker_id)25:factor(category_id)2 1
factor(worker_id)26:factor(category_id)2 0.78
factor(worker_id)27:factor(category_id)2 0.03
factor(worker_id)28:factor(category_id)2 0.19
factor(worker_id)29:factor(category_id)2 0.11
factor(worker_id)30:factor(category_id)2 0.03
factor(worker_id)31:factor(category_id)2 0
factor(worker_id)32:factor(category_id)2 0
factor(worker_id)33:factor(category_id)2 0.84
factor(worker_id)34:factor(category_id)2 0
factor(worker_id)35:factor(category_id)2 1
factor(worker_id)36:factor(category_id)2 1
factor(worker_id)37:factor(category_id)2 0.01
factor(worker_id)38:factor(category_id)2 0.97
factor(worker_id)39:factor(category_id)2 0
factor(worker_id)40:factor(category_id)2 0.83
factor(worker_id)41:factor(category_id)2 1
factor(worker_id)42:factor(category_id)2 1
factor(worker_id)43:factor(category_id)2 0.15
factor(worker_id)44:factor(category_id)2 0.08
factor(worker_id)45:factor(category_id)2 0.07
factor(worker_id)46:factor(category_id)2 0.01
factor(worker_id)47:factor(category_id)2 0
factor(worker_id)48:factor(category_id)2 0.83
factor(worker_id)49:factor(category_id)2 0.77
factor(worker_id)50:factor(category_id)2 1
factor(worker_id)2:factor(category_id)3 0.63
factor(worker_id)3:factor(category_id)3 1
factor(worker_id)4:factor(category_id)3 0.99
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)6:factor(category_id)3 0
factor(worker_id)7:factor(category_id)3 0
factor(worker_id)8:factor(category_id)3 1
factor(worker_id)9:factor(category_id)3 0.99
factor(worker_id)10:factor(category_id)3 1
factor(worker_id)11:factor(category_id)3 0
factor(worker_id)12:factor(category_id)3 0
factor(worker_id)13:factor(category_id)3 0.99
factor(worker_id)14:factor(category_id)3 0
factor(worker_id)15:factor(category_id)3 0
factor(worker_id)16:factor(category_id)3 0
factor(worker_id)17:factor(category_id)3 0.93
factor(worker_id)18:factor(category_id)3 0.03
factor(worker_id)19:factor(category_id)3 0.04
factor(worker_id)20:factor(category_id)3 0.94
factor(worker_id)21:factor(category_id)3 0.02
factor(worker_id)22:factor(category_id)3 0
factor(worker_id)23:factor(category_id)3 0
factor(worker_id)24:factor(category_id)3 0.86
factor(worker_id)25:factor(category_id)3 0
factor(worker_id)26:factor(category_id)3 0.72
factor(worker_id)27:factor(category_id)3 0.09
factor(worker_id)28:factor(category_id)3 0.55
factor(worker_id)29:factor(category_id)3 0
factor(worker_id)30:factor(category_id)3 0.02
factor(worker_id)31:factor(category_id)3 0.01
factor(worker_id)32:factor(category_id)3 0
factor(worker_id)33:factor(category_id)3 0.99
factor(worker_id)34:factor(category_id)3 0
factor(worker_id)35:factor(category_id)3 1
factor(worker_id)36:factor(category_id)3 1
factor(worker_id)37:factor(category_id)3 0
factor(worker_id)38:factor(category_id)3 0
factor(worker_id)39:factor(category_id)3 0.28
factor(worker_id)40:factor(category_id)3 0.99
factor(worker_id)41:factor(category_id)3 1
factor(worker_id)42:factor(category_id)3 0
factor(worker_id)43:factor(category_id)3 1
factor(worker_id)44:factor(category_id)3 1
factor(worker_id)45:factor(category_id)3 1
factor(worker_id)46:factor(category_id)3 1
factor(worker_id)47:factor(category_id)3 0
factor(worker_id)48:factor(category_id)3 0.02
factor(worker_id)49:factor(category_id)3 0.9
factor(worker_id)50:factor(category_id)3 1
factor(worker_id)2:factor(category_id)4 0
factor(worker_id)3:factor(category_id)4 0.98
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 0
factor(worker_id)6:factor(category_id)4 0
factor(worker_id)7:factor(category_id)4 0
factor(worker_id)8:factor(category_id)4 0
factor(worker_id)9:factor(category_id)4 0.96
factor(worker_id)10:factor(category_id)4 0.7
factor(worker_id)11:factor(category_id)4 0
factor(worker_id)12:factor(category_id)4 0
factor(worker_id)13:factor(category_id)4 0
factor(worker_id)14:factor(category_id)4 0
factor(worker_id)15:factor(category_id)4 0
factor(worker_id)16:factor(category_id)4 0
factor(worker_id)17:factor(category_id)4 0
factor(worker_id)18:factor(category_id)4 0
factor(worker_id)19:factor(category_id)4 0
factor(worker_id)20:factor(category_id)4 0
factor(worker_id)21:factor(category_id)4 0
factor(worker_id)22:factor(category_id)4 0
factor(worker_id)23:factor(category_id)4 0
factor(worker_id)24:factor(category_id)4 0
factor(worker_id)25:factor(category_id)4 0
factor(worker_id)26:factor(category_id)4 0
factor(worker_id)27:factor(category_id)4 0
factor(worker_id)28:factor(category_id)4 0.85
factor(worker_id)29:factor(category_id)4 0
factor(worker_id)30:factor(category_id)4 0
factor(worker_id)31:factor(category_id)4 0
factor(worker_id)32:factor(category_id)4 0
factor(worker_id)33:factor(category_id)4 0.53
factor(worker_id)34:factor(category_id)4 0.68
factor(worker_id)35:factor(category_id)4 1
factor(worker_id)36:factor(category_id)4 0
factor(worker_id)37:factor(category_id)4 0
factor(worker_id)38:factor(category_id)4 0
factor(worker_id)39:factor(category_id)4 0
factor(worker_id)40:factor(category_id)4 0
factor(worker_id)41:factor(category_id)4 0
factor(worker_id)42:factor(category_id)4 0
factor(worker_id)43:factor(category_id)4 0
factor(worker_id)44:factor(category_id)4 0.04
factor(worker_id)45:factor(category_id)4 0
factor(worker_id)46:factor(category_id)4 0
factor(worker_id)47:factor(category_id)4 0
factor(worker_id)48:factor(category_id)4 0
factor(worker_id)49:factor(category_id)4 0
factor(worker_id)50:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)6:factor(category_id)5 0
factor(worker_id)7:factor(category_id)5 0
factor(worker_id)8:factor(category_id)5 0
factor(worker_id)9:factor(category_id)5 0.01
factor(worker_id)10:factor(category_id)5 0.01
factor(worker_id)11:factor(category_id)5 0.02
factor(worker_id)12:factor(category_id)5 0
factor(worker_id)13:factor(category_id)5 0
factor(worker_id)14:factor(category_id)5 0
factor(worker_id)15:factor(category_id)5 0
factor(worker_id)16:factor(category_id)5 0
factor(worker_id)17:factor(category_id)5 0
factor(worker_id)18:factor(category_id)5 0
factor(worker_id)19:factor(category_id)5 0
factor(worker_id)20:factor(category_id)5 0
factor(worker_id)21:factor(category_id)5 0
factor(worker_id)22:factor(category_id)5 0
factor(worker_id)23:factor(category_id)5 0
factor(worker_id)24:factor(category_id)5 0
factor(worker_id)25:factor(category_id)5 0.68
factor(worker_id)26:factor(category_id)5 0
factor(worker_id)27:factor(category_id)5 0
factor(worker_id)28:factor(category_id)5 0
factor(worker_id)29:factor(category_id)5 0
factor(worker_id)30:factor(category_id)5 0
factor(worker_id)31:factor(category_id)5 0
factor(worker_id)32:factor(category_id)5 0
factor(worker_id)33:factor(category_id)5 0
factor(worker_id)34:factor(category_id)5 0
factor(worker_id)35:factor(category_id)5 0.81
factor(worker_id)36:factor(category_id)5 0.28
factor(worker_id)37:factor(category_id)5 0
factor(worker_id)38:factor(category_id)5 0
factor(worker_id)39:factor(category_id)5 0
factor(worker_id)40:factor(category_id)5 0
factor(worker_id)41:factor(category_id)5 0
factor(worker_id)42:factor(category_id)5 0
factor(worker_id)43:factor(category_id)5 0
factor(worker_id)44:factor(category_id)5 0
factor(worker_id)45:factor(category_id)5 0
factor(worker_id)46:factor(category_id)5 0
factor(worker_id)47:factor(category_id)5 0
factor(worker_id)48:factor(category_id)5 0
factor(worker_id)49:factor(category_id)5 0
factor(worker_id)50:factor(category_id)5 0

Significant match effect number = 43 out of 196

num_process = 50, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -0.003 0.130 -0.379 -0.005 0.306
factor(worker_id)2 100 0 -0.004 0.188 -0.453 0.014 0.497
factor(worker_id)3 100 0 -0.005 0.195 -0.482 -0.011 0.479
factor(worker_id)4 100 0 0.043 0.176 -0.296 0.039 0.474
factor(worker_id)5 100 0 0.008 0.192 -0.513 0.002 0.531
factor(worker_id)6 100 0 0.002 0.182 -0.490 0.021 0.367
factor(worker_id)7 100 0 0.010 0.193 -0.477 0.007 0.555
factor(worker_id)8 100 0 0.001 0.194 -0.374 0.015 0.502
factor(worker_id)9 100 0 0.003 0.196 -0.527 0.008 0.555
factor(worker_id)10 100 0 -0.014 0.207 -0.605 -0.047 0.569
factor(worker_id)11 100 0 0.042 0.187 -0.274 0.058 0.464
factor(worker_id)12 100 0 0.012 0.183 -0.442 0.011 0.544
factor(worker_id)13 100 0 -0.001 0.182 -0.409 -0.005 0.375
factor(worker_id)14 100 0 -0.003 0.196 -0.497 -0.008 0.411
factor(worker_id)15 100 0 -0.014 0.196 -0.432 0.024 0.407
factor(worker_id)16 100 0 0.023 0.176 -0.384 0.043 0.345
factor(worker_id)17 100 0 -0.020 0.173 -0.447 -0.016 0.451
factor(worker_id)18 100 0 -0.010 0.176 -0.420 -0.028 0.391
factor(worker_id)19 100 0 -0.005 0.185 -0.437 -0.002 0.410
factor(worker_id)20 100 0 0.011 0.208 -0.469 -0.001 0.601
factor(worker_id)21 100 0 0.000 0.195 -0.399 -0.021 0.513
factor(worker_id)22 100 0 -0.011 0.202 -0.565 -0.014 0.563
factor(worker_id)23 100 0 0.004 0.172 -0.421 0.011 0.430
factor(worker_id)24 100 0 -0.004 0.179 -0.533 0.028 0.364
factor(worker_id)25 100 0 -0.008 0.186 -0.501 -0.027 0.565
factor(worker_id)26 100 0 0.003 0.196 -0.620 0.004 0.454
factor(worker_id)27 100 0 -0.011 0.187 -0.423 -0.023 0.448
factor(worker_id)28 100 0 0.013 0.206 -0.444 0.036 0.510
factor(worker_id)29 100 0 0.005 0.187 -0.439 0.016 0.442
factor(worker_id)30 100 0 0.008 0.214 -0.642 -0.010 0.489
factor(worker_id)31 100 0 0.014 0.187 -0.442 0.024 0.485
factor(worker_id)32 100 0 0.002 0.166 -0.399 -0.008 0.411
factor(worker_id)33 100 0 0.017 0.180 -0.390 0.010 0.584
factor(worker_id)34 100 0 -0.006 0.188 -0.420 -0.013 0.373
factor(worker_id)35 100 0 0.015 0.195 -0.492 0.048 0.395
factor(worker_id)36 100 0 0.022 0.192 -0.432 0.049 0.593
factor(worker_id)37 100 0 0.005 0.198 -0.481 0.009 0.489
factor(worker_id)38 100 0 0.009 0.182 -0.396 0.009 0.457
factor(worker_id)39 100 0 0.001 0.203 -0.455 0.014 0.439
factor(worker_id)40 100 0 0.003 0.174 -0.485 0.016 0.497
factor(worker_id)41 100 0 0.001 0.189 -0.532 -0.001 0.417
factor(worker_id)42 100 0 0.026 0.191 -0.459 0.028 0.509
factor(worker_id)43 100 0 -0.006 0.188 -0.453 0.006 0.461
factor(worker_id)44 100 0 -0.031 0.179 -0.412 -0.025 0.567
factor(worker_id)45 100 0 0.017 0.207 -0.561 0.002 0.661
factor(worker_id)46 100 0 0.008 0.200 -0.509 0.002 0.669
factor(worker_id)47 100 0 0.001 0.177 -0.443 0.000 0.421
factor(worker_id)48 100 0 -0.009 0.189 -0.485 0.011 0.410
factor(worker_id)49 100 0 -0.021 0.193 -0.445 -0.010 0.442
factor(worker_id)50 100 0 -0.001 0.203 -0.455 -0.013 0.520
factor(category_id)2 100 0 0.008 0.186 -0.498 0.006 0.567
factor(category_id)3 100 0 0.004 0.225 -0.448 0.007 0.615
factor(category_id)4 100 0 0.007 0.194 -0.488 -0.020 0.446
factor(category_id)5 100 0 0.009 0.184 -0.500 0.013 0.351
factor(worker_id)2:factor(category_id)2 100 0 -0.013 0.265 -0.740 -0.024 0.629
factor(worker_id)3:factor(category_id)2 100 0 -0.001 0.272 -0.687 0.017 0.714
factor(worker_id)4:factor(category_id)2 100 0 -0.035 0.233 -0.941 -0.032 0.494
factor(worker_id)5:factor(category_id)2 100 0 -0.021 0.285 -0.824 -0.026 0.751
factor(worker_id)6:factor(category_id)2 100 0 -0.014 0.268 -0.456 -0.001 0.791
factor(worker_id)7:factor(category_id)2 100 0 0.033 0.275 -0.732 0.022 0.710
factor(worker_id)8:factor(category_id)2 100 0 -0.001 0.260 -0.600 0.003 0.666
factor(worker_id)9:factor(category_id)2 100 0 0.022 0.275 -0.970 0.015 0.838
factor(worker_id)10:factor(category_id)2 100 0 0.025 0.279 -0.534 0.025 0.628
factor(worker_id)11:factor(category_id)2 100 0 -0.039 0.309 -0.945 -0.043 0.608
factor(worker_id)12:factor(category_id)2 100 0 -0.013 0.270 -0.601 -0.007 0.743
factor(worker_id)13:factor(category_id)2 100 0 0.017 0.300 -0.695 0.042 0.745
factor(worker_id)14:factor(category_id)2 100 0 0.012 0.264 -0.519 0.012 0.675
factor(worker_id)15:factor(category_id)2 100 0 0.025 0.268 -0.756 0.006 0.808
factor(worker_id)16:factor(category_id)2 100 0 -0.020 0.247 -0.727 0.005 0.588
factor(worker_id)17:factor(category_id)2 100 0 0.030 0.262 -0.833 0.028 0.588
factor(worker_id)18:factor(category_id)2 100 0 0.025 0.269 -0.778 0.027 0.634
factor(worker_id)19:factor(category_id)2 100 0 0.011 0.279 -0.778 0.054 0.620
factor(worker_id)20:factor(category_id)2 100 0 -0.007 0.270 -0.695 0.008 0.676
factor(worker_id)21:factor(category_id)2 100 0 0.019 0.264 -0.565 0.005 0.555
factor(worker_id)22:factor(category_id)2 100 0 -0.009 0.289 -0.695 0.052 0.659
factor(worker_id)23:factor(category_id)2 100 0 -0.005 0.266 -0.772 0.009 0.607
factor(worker_id)24:factor(category_id)2 100 0 -0.010 0.281 -0.750 -0.011 0.663
factor(worker_id)25:factor(category_id)2 100 0 0.014 0.298 -0.695 0.030 0.676
factor(worker_id)26:factor(category_id)2 100 0 -0.008 0.255 -0.785 -0.010 0.660
factor(worker_id)27:factor(category_id)2 100 0 0.014 0.266 -0.743 0.014 0.580
factor(worker_id)28:factor(category_id)2 100 0 -0.012 0.292 -0.598 -0.021 0.711
factor(worker_id)29:factor(category_id)2 100 0 0.011 0.276 -0.798 0.024 0.623
factor(worker_id)30:factor(category_id)2 100 0 -0.008 0.313 -0.990 0.007 0.858
factor(worker_id)31:factor(category_id)2 100 0 -0.006 0.251 -0.665 -0.017 0.495
factor(worker_id)32:factor(category_id)2 100 0 -0.014 0.261 -0.616 -0.010 0.582
factor(worker_id)33:factor(category_id)2 100 0 -0.043 0.278 -0.599 -0.063 0.697
factor(worker_id)34:factor(category_id)2 100 0 -0.014 0.280 -0.734 -0.013 0.700
factor(worker_id)35:factor(category_id)2 100 0 -0.003 0.275 -0.689 -0.004 0.848
factor(worker_id)36:factor(category_id)2 100 0 -0.014 0.291 -0.671 -0.005 0.699
factor(worker_id)37:factor(category_id)2 100 0 0.003 0.313 -0.734 -0.027 0.958
factor(worker_id)38:factor(category_id)2 100 0 -0.023 0.240 -0.684 0.008 0.438
factor(worker_id)39:factor(category_id)2 100 0 0.016 0.272 -0.952 0.034 0.660
factor(worker_id)40:factor(category_id)2 100 0 -0.029 0.253 -0.726 -0.048 0.728
factor(worker_id)41:factor(category_id)2 100 0 -0.011 0.283 -0.821 -0.019 0.925
factor(worker_id)42:factor(category_id)2 100 0 -0.009 0.278 -0.590 -0.033 0.671
factor(worker_id)43:factor(category_id)2 100 0 -0.013 0.279 -0.723 -0.009 0.827
factor(worker_id)44:factor(category_id)2 100 0 0.031 0.251 -0.678 0.019 0.544
factor(worker_id)45:factor(category_id)2 100 0 -0.014 0.264 -0.663 -0.018 0.861
factor(worker_id)46:factor(category_id)2 100 0 -0.040 0.268 -0.893 -0.050 0.631
factor(worker_id)47:factor(category_id)2 100 0 0.009 0.245 -0.557 0.014 0.720
factor(worker_id)48:factor(category_id)2 100 0 0.019 0.285 -0.692 0.011 0.761
factor(worker_id)49:factor(category_id)2 100 0 0.020 0.255 -0.516 0.008 0.688
factor(worker_id)50:factor(category_id)2 100 0 0.002 0.253 -0.644 0.009 0.686
factor(worker_id)2:factor(category_id)3 100 0 -0.015 0.308 -0.775 -0.011 0.675
factor(worker_id)3:factor(category_id)3 100 0 0.015 0.304 -0.862 -0.008 0.709
factor(worker_id)4:factor(category_id)3 100 0 -0.043 0.293 -0.800 -0.008 0.769
factor(worker_id)5:factor(category_id)3 100 0 -0.016 0.282 -0.752 0.014 0.612
factor(worker_id)6:factor(category_id)3 100 0 -0.003 0.272 -0.692 -0.008 0.781
factor(worker_id)7:factor(category_id)3 100 0 -0.009 0.299 -0.773 0.026 0.645
factor(worker_id)8:factor(category_id)3 100 0 -0.003 0.308 -0.768 -0.012 0.814
factor(worker_id)9:factor(category_id)3 100 0 0.018 0.275 -0.842 -0.008 0.668
factor(worker_id)10:factor(category_id)3 100 0 0.023 0.325 -0.814 0.013 0.704
factor(worker_id)11:factor(category_id)3 100 0 -0.067 0.303 -0.845 -0.052 0.567
factor(worker_id)12:factor(category_id)3 100 0 0.002 0.312 -0.790 0.001 0.865
factor(worker_id)13:factor(category_id)3 100 0 -0.016 0.303 -0.821 0.005 0.672
factor(worker_id)14:factor(category_id)3 100 0 -0.010 0.302 -0.832 -0.010 0.837
factor(worker_id)15:factor(category_id)3 100 0 0.015 0.317 -0.805 0.031 0.757
factor(worker_id)16:factor(category_id)3 100 0 -0.038 0.311 -0.921 -0.058 0.790
factor(worker_id)17:factor(category_id)3 100 0 0.029 0.278 -0.799 0.010 0.841
factor(worker_id)18:factor(category_id)3 100 0 0.018 0.297 -0.820 0.015 0.848
factor(worker_id)19:factor(category_id)3 100 0 0.009 0.303 -0.781 0.040 0.869
factor(worker_id)20:factor(category_id)3 100 0 -0.034 0.283 -0.688 -0.015 0.485
factor(worker_id)21:factor(category_id)3 100 0 -0.006 0.279 -0.723 -0.004 0.614
factor(worker_id)22:factor(category_id)3 100 0 0.023 0.306 -0.803 0.060 0.604
factor(worker_id)23:factor(category_id)3 100 0 0.006 0.309 -0.769 0.027 0.733
factor(worker_id)24:factor(category_id)3 100 0 0.011 0.268 -0.619 0.016 0.625
factor(worker_id)25:factor(category_id)3 100 0 0.007 0.287 -1.285 0.021 0.597
factor(worker_id)26:factor(category_id)3 100 0 -0.021 0.317 -0.725 -0.043 0.765
factor(worker_id)27:factor(category_id)3 100 0 0.013 0.298 -0.871 0.028 0.717
factor(worker_id)28:factor(category_id)3 100 0 -0.007 0.328 -1.038 -0.035 0.878
factor(worker_id)29:factor(category_id)3 100 0 -0.024 0.314 -0.737 -0.028 0.868
factor(worker_id)30:factor(category_id)3 100 0 0.001 0.303 -0.859 0.021 0.629
factor(worker_id)31:factor(category_id)3 100 0 -0.008 0.292 -0.661 0.011 0.784
factor(worker_id)32:factor(category_id)3 100 0 0.015 0.275 -0.713 0.023 0.744
factor(worker_id)33:factor(category_id)3 100 0 -0.021 0.311 -0.750 -0.030 0.649
factor(worker_id)34:factor(category_id)3 100 0 0.001 0.306 -0.893 0.026 0.588
factor(worker_id)35:factor(category_id)3 100 0 -0.007 0.306 -0.753 -0.050 0.852
factor(worker_id)36:factor(category_id)3 100 0 -0.037 0.309 -0.928 -0.039 0.618
factor(worker_id)37:factor(category_id)3 100 0 -0.017 0.301 -0.909 0.011 0.755
factor(worker_id)38:factor(category_id)3 100 0 -0.003 0.296 -0.659 0.002 0.632
factor(worker_id)39:factor(category_id)3 100 0 0.008 0.293 -0.750 0.032 0.860
factor(worker_id)40:factor(category_id)3 100 0 -0.017 0.277 -0.777 0.005 0.550
factor(worker_id)41:factor(category_id)3 100 0 0.007 0.290 -0.863 0.042 0.893
factor(worker_id)42:factor(category_id)3 100 0 -0.028 0.305 -0.840 -0.016 0.629
factor(worker_id)43:factor(category_id)3 100 0 0.008 0.255 -0.650 -0.043 0.716
factor(worker_id)44:factor(category_id)3 100 0 0.032 0.270 -0.573 0.019 0.604
factor(worker_id)45:factor(category_id)3 100 0 -0.016 0.326 -0.812 0.017 0.758
factor(worker_id)46:factor(category_id)3 100 0 0.000 0.301 -0.733 0.017 0.906
factor(worker_id)47:factor(category_id)3 100 0 0.011 0.286 -0.780 0.010 0.727
factor(worker_id)48:factor(category_id)3 100 0 0.007 0.310 -0.778 -0.005 0.637
factor(worker_id)49:factor(category_id)3 100 0 0.014 0.301 -0.823 0.010 0.702
factor(worker_id)50:factor(category_id)3 100 0 -0.008 0.306 -0.687 0.019 0.756
factor(worker_id)2:factor(category_id)4 100 0 -0.006 0.254 -0.568 -0.007 0.513
factor(worker_id)3:factor(category_id)4 100 0 -0.005 0.264 -0.767 0.020 0.579
factor(worker_id)4:factor(category_id)4 100 0 -0.051 0.278 -0.689 -0.061 0.801
factor(worker_id)5:factor(category_id)4 100 0 -0.002 0.254 -0.581 0.019 0.648
factor(worker_id)6:factor(category_id)4 100 0 -0.008 0.258 -0.755 -0.032 0.654
factor(worker_id)7:factor(category_id)4 100 0 -0.007 0.281 -0.613 -0.037 0.669
factor(worker_id)8:factor(category_id)4 100 0 -0.014 0.261 -0.746 -0.023 0.635
factor(worker_id)9:factor(category_id)4 100 0 -0.026 0.274 -0.707 -0.021 0.596
factor(worker_id)10:factor(category_id)4 100 0 0.015 0.307 -0.766 0.027 0.713
factor(worker_id)11:factor(category_id)4 100 0 -0.039 0.257 -0.648 -0.023 0.555
factor(worker_id)12:factor(category_id)4 100 0 -0.002 0.279 -0.711 0.021 0.596
factor(worker_id)13:factor(category_id)4 100 0 -0.009 0.260 -0.556 -0.005 0.789
factor(worker_id)14:factor(category_id)4 100 0 0.015 0.266 -0.754 0.034 0.575
factor(worker_id)15:factor(category_id)4 100 0 0.015 0.271 -0.617 0.003 0.764
factor(worker_id)16:factor(category_id)4 100 0 0.005 0.259 -0.505 -0.014 0.623
factor(worker_id)17:factor(category_id)4 100 0 0.013 0.276 -0.641 -0.006 0.667
factor(worker_id)18:factor(category_id)4 100 0 0.020 0.287 -0.783 0.022 0.805
factor(worker_id)19:factor(category_id)4 100 0 -0.015 0.259 -0.586 -0.024 0.922
factor(worker_id)20:factor(category_id)4 100 0 -0.018 0.309 -1.044 0.005 0.801
factor(worker_id)21:factor(category_id)4 100 0 0.009 0.286 -0.742 0.017 0.751
factor(worker_id)22:factor(category_id)4 100 0 0.029 0.267 -0.663 0.038 0.665
factor(worker_id)23:factor(category_id)4 100 0 -0.002 0.286 -0.722 -0.007 0.684
factor(worker_id)24:factor(category_id)4 100 0 0.003 0.268 -0.878 -0.009 0.770
factor(worker_id)25:factor(category_id)4 100 0 0.022 0.291 -0.626 0.022 0.613
factor(worker_id)26:factor(category_id)4 100 0 -0.021 0.304 -0.815 -0.020 0.948
factor(worker_id)27:factor(category_id)4 100 0 0.012 0.289 -0.724 0.032 0.643
factor(worker_id)28:factor(category_id)4 100 0 -0.011 0.307 -0.635 0.015 0.709
factor(worker_id)29:factor(category_id)4 100 0 0.000 0.277 -0.687 -0.018 0.695
factor(worker_id)30:factor(category_id)4 100 0 -0.013 0.309 -0.690 -0.006 0.810
factor(worker_id)31:factor(category_id)4 100 0 -0.007 0.254 -0.652 0.001 0.560
factor(worker_id)32:factor(category_id)4 100 0 0.000 0.263 -0.605 0.028 0.573
factor(worker_id)33:factor(category_id)4 100 0 0.019 0.276 -0.572 0.041 0.563
factor(worker_id)34:factor(category_id)4 100 0 0.008 0.311 -0.785 0.032 0.656
factor(worker_id)35:factor(category_id)4 100 0 -0.028 0.268 -0.715 -0.008 0.671
factor(worker_id)36:factor(category_id)4 100 0 -0.025 0.271 -0.638 -0.014 0.670
factor(worker_id)37:factor(category_id)4 100 0 -0.006 0.282 -0.613 0.026 0.622
factor(worker_id)38:factor(category_id)4 100 0 -0.001 0.280 -0.927 -0.026 0.554
factor(worker_id)39:factor(category_id)4 100 0 0.007 0.296 -0.658 -0.001 0.682
factor(worker_id)40:factor(category_id)4 100 0 0.012 0.293 -0.799 0.031 0.706
factor(worker_id)41:factor(category_id)4 100 0 -0.014 0.259 -0.639 -0.033 0.674
factor(worker_id)42:factor(category_id)4 100 0 -0.044 0.300 -0.793 -0.035 0.560
factor(worker_id)43:factor(category_id)4 100 0 -0.005 0.279 -0.645 0.001 0.639
factor(worker_id)44:factor(category_id)4 100 0 0.042 0.260 -0.687 0.043 0.598
factor(worker_id)45:factor(category_id)4 100 0 -0.023 0.289 -0.919 -0.024 0.569
factor(worker_id)46:factor(category_id)4 100 0 0.006 0.270 -0.620 0.036 0.770
factor(worker_id)47:factor(category_id)4 100 0 -0.023 0.274 -0.561 -0.047 0.560
factor(worker_id)48:factor(category_id)4 100 0 -0.003 0.308 -0.768 0.006 0.851
factor(worker_id)49:factor(category_id)4 100 0 0.014 0.274 -0.826 0.001 0.777
factor(worker_id)50:factor(category_id)4 100 0 -0.015 0.269 -0.711 0.013 0.655
factor(worker_id)2:factor(category_id)5 100 0 -0.003 0.261 -0.525 -0.013 0.677
factor(worker_id)3:factor(category_id)5 100 0 0.017 0.252 -0.665 0.043 0.584
factor(worker_id)4:factor(category_id)5 100 0 -0.003 0.285 -0.578 0.033 0.823
factor(worker_id)5:factor(category_id)5 100 0 -0.012 0.282 -0.665 -0.038 0.986
factor(worker_id)6:factor(category_id)5 100 0 -0.005 0.271 -0.756 0.001 0.879
factor(worker_id)7:factor(category_id)5 100 0 -0.024 0.292 -0.620 -0.061 0.816
factor(worker_id)8:factor(category_id)5 100 0 -0.009 0.271 -0.779 -0.015 0.674
factor(worker_id)9:factor(category_id)5 100 0 0.001 0.288 -0.579 -0.015 0.675
factor(worker_id)10:factor(category_id)5 100 0 0.011 0.316 -0.823 -0.011 0.757
factor(worker_id)11:factor(category_id)5 100 0 -0.031 0.262 -0.663 -0.036 0.727
factor(worker_id)12:factor(category_id)5 100 0 -0.017 0.238 -0.631 -0.015 0.723
factor(worker_id)13:factor(category_id)5 100 0 -0.004 0.265 -0.585 -0.006 0.631
factor(worker_id)14:factor(category_id)5 100 0 0.004 0.296 -0.829 0.041 0.664
factor(worker_id)15:factor(category_id)5 100 0 0.017 0.278 -0.616 -0.004 0.671
factor(worker_id)16:factor(category_id)5 100 0 -0.033 0.254 -0.628 -0.028 0.629
factor(worker_id)17:factor(category_id)5 100 0 0.023 0.274 -0.584 -0.004 0.795
factor(worker_id)18:factor(category_id)5 100 0 -0.004 0.267 -0.626 -0.036 0.575
factor(worker_id)19:factor(category_id)5 100 0 -0.001 0.265 -0.551 0.013 0.666
factor(worker_id)20:factor(category_id)5 100 0 0.004 0.299 -0.808 0.028 1.051
factor(worker_id)21:factor(category_id)5 100 0 0.010 0.260 -0.555 0.000 0.590
factor(worker_id)22:factor(category_id)5 100 0 0.023 0.256 -0.656 0.011 0.526
factor(worker_id)23:factor(category_id)5 100 0 -0.015 0.261 -0.581 -0.025 0.741
factor(worker_id)24:factor(category_id)5 100 0 0.014 0.268 -0.570 0.021 0.801
factor(worker_id)25:factor(category_id)5 100 0 0.001 0.271 -0.567 -0.021 0.707
factor(worker_id)26:factor(category_id)5 100 0 0.001 0.287 -0.591 -0.012 0.891
factor(worker_id)27:factor(category_id)5 100 0 0.000 0.263 -0.705 -0.007 0.551
factor(worker_id)28:factor(category_id)5 100 0 -0.026 0.291 -0.709 -0.017 0.735
factor(worker_id)29:factor(category_id)5 100 0 -0.024 0.248 -0.674 -0.048 0.584
factor(worker_id)30:factor(category_id)5 100 0 -0.034 0.313 -0.611 -0.051 0.857
factor(worker_id)31:factor(category_id)5 100 0 -0.046 0.276 -0.608 -0.080 0.560
factor(worker_id)32:factor(category_id)5 100 0 -0.016 0.237 -0.458 -0.036 0.665
factor(worker_id)33:factor(category_id)5 100 0 -0.028 0.272 -0.638 -0.013 0.569
factor(worker_id)34:factor(category_id)5 100 0 -0.002 0.238 -0.505 -0.010 0.534
factor(worker_id)35:factor(category_id)5 100 0 -0.020 0.272 -0.591 -0.054 0.688
factor(worker_id)36:factor(category_id)5 100 0 -0.038 0.273 -0.657 -0.048 0.532
factor(worker_id)37:factor(category_id)5 100 0 -0.017 0.234 -0.538 -0.026 0.600
factor(worker_id)38:factor(category_id)5 100 0 -0.026 0.255 -0.661 -0.043 0.781
factor(worker_id)39:factor(category_id)5 100 0 -0.020 0.248 -0.609 -0.017 0.539
factor(worker_id)40:factor(category_id)5 100 0 -0.032 0.259 -0.753 -0.026 0.581
factor(worker_id)41:factor(category_id)5 100 0 -0.003 0.243 -0.490 -0.003 0.519
factor(worker_id)42:factor(category_id)5 100 0 -0.018 0.258 -0.761 -0.017 0.647
factor(worker_id)43:factor(category_id)5 100 0 -0.017 0.253 -0.669 -0.031 0.599
factor(worker_id)44:factor(category_id)5 100 0 0.021 0.252 -0.608 0.029 0.759
factor(worker_id)45:factor(category_id)5 100 0 -0.010 0.272 -0.843 -0.023 0.662
factor(worker_id)46:factor(category_id)5 100 0 0.003 0.267 -0.653 0.013 0.596
factor(worker_id)47:factor(category_id)5 100 0 -0.008 0.249 -0.561 -0.017 0.622
factor(worker_id)48:factor(category_id)5 100 0 -0.022 0.238 -0.521 -0.038 0.536
factor(worker_id)49:factor(category_id)5 100 0 0.020 0.276 -0.645 0.019 0.846
factor(worker_id)50:factor(category_id)5 100 0 0.011 0.268 -0.549 -0.014 0.626

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(worker_id)3 1
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(worker_id)31 1
factor(worker_id)32 1
factor(worker_id)33 1
factor(worker_id)34 1
factor(worker_id)35 1
factor(worker_id)36 1
factor(worker_id)37 1
factor(worker_id)38 1
factor(worker_id)39 1
factor(worker_id)40 1
factor(worker_id)41 1
factor(worker_id)42 1
factor(worker_id)43 1
factor(worker_id)44 1
factor(worker_id)45 1
factor(worker_id)46 1
factor(worker_id)47 1
factor(worker_id)48 1
factor(worker_id)49 1
factor(worker_id)50 1
factor(category_id)2 0.98
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 0
factor(worker_id)3:factor(category_id)2 0
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 1
factor(worker_id)8:factor(category_id)2 1
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 1
factor(worker_id)12:factor(category_id)2 1
factor(worker_id)13:factor(category_id)2 0.25
factor(worker_id)14:factor(category_id)2 0.19
factor(worker_id)15:factor(category_id)2 0
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 0.92
factor(worker_id)20:factor(category_id)2 1
factor(worker_id)21:factor(category_id)2 0
factor(worker_id)22:factor(category_id)2 1
factor(worker_id)23:factor(category_id)2 0
factor(worker_id)24:factor(category_id)2 0
factor(worker_id)25:factor(category_id)2 0
factor(worker_id)26:factor(category_id)2 0.02
factor(worker_id)27:factor(category_id)2 0
factor(worker_id)28:factor(category_id)2 1
factor(worker_id)29:factor(category_id)2 0.98
factor(worker_id)30:factor(category_id)2 1
factor(worker_id)31:factor(category_id)2 1
factor(worker_id)32:factor(category_id)2 1
factor(worker_id)33:factor(category_id)2 0.09
factor(worker_id)34:factor(category_id)2 1
factor(worker_id)35:factor(category_id)2 0
factor(worker_id)36:factor(category_id)2 1
factor(worker_id)37:factor(category_id)2 0.41
factor(worker_id)38:factor(category_id)2 0.02
factor(worker_id)39:factor(category_id)2 0.92
factor(worker_id)40:factor(category_id)2 0.01
factor(worker_id)41:factor(category_id)2 0
factor(worker_id)42:factor(category_id)2 1
factor(worker_id)43:factor(category_id)2 0.01
factor(worker_id)44:factor(category_id)2 0
factor(worker_id)45:factor(category_id)2 0.01
factor(worker_id)46:factor(category_id)2 0.22
factor(worker_id)47:factor(category_id)2 0
factor(worker_id)48:factor(category_id)2 0
factor(worker_id)49:factor(category_id)2 0.07
factor(worker_id)50:factor(category_id)2 0.43
factor(worker_id)2:factor(category_id)3 0.98
factor(worker_id)3:factor(category_id)3 0
factor(worker_id)4:factor(category_id)3 0
factor(worker_id)5:factor(category_id)3 0.72
factor(worker_id)6:factor(category_id)3 0
factor(worker_id)7:factor(category_id)3 0
factor(worker_id)8:factor(category_id)3 0.79
factor(worker_id)9:factor(category_id)3 0
factor(worker_id)10:factor(category_id)3 0.06
factor(worker_id)11:factor(category_id)3 0
factor(worker_id)12:factor(category_id)3 0.08
factor(worker_id)13:factor(category_id)3 0
factor(worker_id)14:factor(category_id)3 0
factor(worker_id)15:factor(category_id)3 0
factor(worker_id)16:factor(category_id)3 0
factor(worker_id)17:factor(category_id)3 0
factor(worker_id)18:factor(category_id)3 0
factor(worker_id)19:factor(category_id)3 0
factor(worker_id)20:factor(category_id)3 0
factor(worker_id)21:factor(category_id)3 0.94
factor(worker_id)22:factor(category_id)3 0.63
factor(worker_id)23:factor(category_id)3 0
factor(worker_id)24:factor(category_id)3 0
factor(worker_id)25:factor(category_id)3 0
factor(worker_id)26:factor(category_id)3 0
factor(worker_id)27:factor(category_id)3 0
factor(worker_id)28:factor(category_id)3 0
factor(worker_id)29:factor(category_id)3 1
factor(worker_id)30:factor(category_id)3 0
factor(worker_id)31:factor(category_id)3 0
factor(worker_id)32:factor(category_id)3 0
factor(worker_id)33:factor(category_id)3 0
factor(worker_id)34:factor(category_id)3 0.47
factor(worker_id)35:factor(category_id)3 0
factor(worker_id)36:factor(category_id)3 0
factor(worker_id)37:factor(category_id)3 0
factor(worker_id)38:factor(category_id)3 0
factor(worker_id)39:factor(category_id)3 1
factor(worker_id)40:factor(category_id)3 0
factor(worker_id)41:factor(category_id)3 0
factor(worker_id)42:factor(category_id)3 0
factor(worker_id)43:factor(category_id)3 0
factor(worker_id)44:factor(category_id)3 0
factor(worker_id)45:factor(category_id)3 0.01
factor(worker_id)46:factor(category_id)3 0
factor(worker_id)47:factor(category_id)3 0
factor(worker_id)48:factor(category_id)3 0
factor(worker_id)49:factor(category_id)3 1
factor(worker_id)50:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)3:factor(category_id)4 0.9
factor(worker_id)4:factor(category_id)4 0
factor(worker_id)5:factor(category_id)4 1
factor(worker_id)6:factor(category_id)4 0
factor(worker_id)7:factor(category_id)4 1
factor(worker_id)8:factor(category_id)4 0.97
factor(worker_id)9:factor(category_id)4 0.17
factor(worker_id)10:factor(category_id)4 0.9
factor(worker_id)11:factor(category_id)4 1
factor(worker_id)12:factor(category_id)4 1
factor(worker_id)13:factor(category_id)4 0.3
factor(worker_id)14:factor(category_id)4 0.09
factor(worker_id)15:factor(category_id)4 1
factor(worker_id)16:factor(category_id)4 1
factor(worker_id)17:factor(category_id)4 0
factor(worker_id)18:factor(category_id)4 0.01
factor(worker_id)19:factor(category_id)4 0.01
factor(worker_id)20:factor(category_id)4 1
factor(worker_id)21:factor(category_id)4 0
factor(worker_id)22:factor(category_id)4 1
factor(worker_id)23:factor(category_id)4 0
factor(worker_id)24:factor(category_id)4 0
factor(worker_id)25:factor(category_id)4 0.98
factor(worker_id)26:factor(category_id)4 0.98
factor(worker_id)27:factor(category_id)4 1
factor(worker_id)28:factor(category_id)4 1
factor(worker_id)29:factor(category_id)4 0.99
factor(worker_id)30:factor(category_id)4 1
factor(worker_id)31:factor(category_id)4 1
factor(worker_id)32:factor(category_id)4 1
factor(worker_id)33:factor(category_id)4 0.95
factor(worker_id)34:factor(category_id)4 0.88
factor(worker_id)35:factor(category_id)4 0
factor(worker_id)36:factor(category_id)4 1
factor(worker_id)37:factor(category_id)4 1
factor(worker_id)38:factor(category_id)4 0.93
factor(worker_id)39:factor(category_id)4 0.89
factor(worker_id)40:factor(category_id)4 1
factor(worker_id)41:factor(category_id)4 0.01
factor(worker_id)42:factor(category_id)4 0.1
factor(worker_id)43:factor(category_id)4 0
factor(worker_id)44:factor(category_id)4 1
factor(worker_id)45:factor(category_id)4 1
factor(worker_id)46:factor(category_id)4 0.5
factor(worker_id)47:factor(category_id)4 0.02
factor(worker_id)48:factor(category_id)4 0.01
factor(worker_id)49:factor(category_id)4 0
factor(worker_id)50:factor(category_id)4 0
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)3:factor(category_id)5 0
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 1
factor(worker_id)6:factor(category_id)5 0
factor(worker_id)7:factor(category_id)5 1
factor(worker_id)8:factor(category_id)5 0.5
factor(worker_id)9:factor(category_id)5 0
factor(worker_id)10:factor(category_id)5 0
factor(worker_id)11:factor(category_id)5 0.69
factor(worker_id)12:factor(category_id)5 1
factor(worker_id)13:factor(category_id)5 0
factor(worker_id)14:factor(category_id)5 0
factor(worker_id)15:factor(category_id)5 0.6
factor(worker_id)16:factor(category_id)5 0.08
factor(worker_id)17:factor(category_id)5 0
factor(worker_id)18:factor(category_id)5 0
factor(worker_id)19:factor(category_id)5 0
factor(worker_id)20:factor(category_id)5 1
factor(worker_id)21:factor(category_id)5 0.62
factor(worker_id)22:factor(category_id)5 0.75
factor(worker_id)23:factor(category_id)5 0
factor(worker_id)24:factor(category_id)5 0.46
factor(worker_id)25:factor(category_id)5 0
factor(worker_id)26:factor(category_id)5 0
factor(worker_id)27:factor(category_id)5 0
factor(worker_id)28:factor(category_id)5 0.01
factor(worker_id)29:factor(category_id)5 0.7
factor(worker_id)30:factor(category_id)5 0.79
factor(worker_id)31:factor(category_id)5 0
factor(worker_id)32:factor(category_id)5 0.26
factor(worker_id)33:factor(category_id)5 0.4
factor(worker_id)34:factor(category_id)5 1
factor(worker_id)35:factor(category_id)5 0
factor(worker_id)36:factor(category_id)5 0.95
factor(worker_id)37:factor(category_id)5 0
factor(worker_id)38:factor(category_id)5 0.99
factor(worker_id)39:factor(category_id)5 0.09
factor(worker_id)40:factor(category_id)5 0
factor(worker_id)41:factor(category_id)5 0
factor(worker_id)42:factor(category_id)5 0
factor(worker_id)43:factor(category_id)5 0
factor(worker_id)44:factor(category_id)5 0
factor(worker_id)45:factor(category_id)5 1
factor(worker_id)46:factor(category_id)5 0
factor(worker_id)47:factor(category_id)5 0
factor(worker_id)48:factor(category_id)5 0
factor(worker_id)49:factor(category_id)5 0
factor(worker_id)50:factor(category_id)5 1

Significant match effect number = 61 out of 196

num_process = 100, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.002 0.115 -0.290 0.012 0.277
factor(worker_id)2 100 0 0.004 0.151 -0.407 0.028 0.331
factor(worker_id)3 100 0 0.011 0.155 -0.353 -0.012 0.357
factor(worker_id)4 100 0 0.001 0.144 -0.382 0.005 0.298
factor(worker_id)5 100 0 -0.017 0.158 -0.464 -0.037 0.374
factor(worker_id)6 100 0 0.001 0.166 -0.386 -0.007 0.417
factor(worker_id)7 100 0 -0.001 0.133 -0.305 0.004 0.294
factor(worker_id)8 100 0 0.004 0.174 -0.492 -0.003 0.474
factor(worker_id)9 100 0 0.006 0.163 -0.354 0.006 0.412
factor(worker_id)10 100 0 -0.015 0.143 -0.335 -0.023 0.350
factor(worker_id)11 100 0 -0.020 0.152 -0.343 -0.011 0.361
factor(worker_id)12 100 0 -0.007 0.145 -0.356 -0.007 0.419
factor(worker_id)13 100 0 0.015 0.147 -0.438 0.008 0.356
factor(worker_id)14 100 0 -0.007 0.141 -0.252 -0.021 0.299
factor(worker_id)15 100 0 0.009 0.151 -0.300 0.013 0.433
factor(worker_id)16 100 0 0.004 0.138 -0.296 -0.003 0.441
factor(worker_id)17 100 0 -0.003 0.155 -0.430 0.002 0.478
factor(worker_id)18 100 0 -0.009 0.145 -0.540 -0.015 0.317
factor(worker_id)19 100 0 0.005 0.154 -0.385 0.008 0.356
factor(worker_id)20 100 0 -0.007 0.147 -0.329 -0.023 0.394
factor(worker_id)21 100 0 0.001 0.157 -0.389 -0.003 0.373
factor(worker_id)22 100 0 -0.002 0.147 -0.366 -0.001 0.422
factor(worker_id)23 100 0 -0.002 0.144 -0.330 -0.011 0.366
factor(worker_id)24 100 0 0.007 0.157 -0.297 0.018 0.496
factor(worker_id)25 100 0 -0.003 0.152 -0.366 0.007 0.472
factor(worker_id)26 100 0 -0.016 0.157 -0.547 -0.011 0.361
factor(worker_id)27 100 0 0.000 0.169 -0.429 -0.006 0.471
factor(worker_id)28 100 0 0.007 0.168 -0.318 0.006 0.538
factor(worker_id)29 100 0 0.018 0.157 -0.402 0.033 0.427
factor(worker_id)30 100 0 -0.023 0.140 -0.375 -0.032 0.359
factor(worker_id)31 100 0 0.006 0.151 -0.414 0.018 0.329
factor(worker_id)32 100 0 -0.017 0.138 -0.344 -0.022 0.298
factor(worker_id)33 100 0 0.006 0.143 -0.329 0.000 0.414
factor(worker_id)34 100 0 -0.025 0.151 -0.394 -0.034 0.258
factor(worker_id)35 100 0 0.015 0.154 -0.460 0.016 0.406
factor(worker_id)36 100 0 -0.003 0.158 -0.353 -0.016 0.413
factor(worker_id)37 100 0 -0.026 0.181 -0.593 -0.053 0.508
factor(worker_id)38 100 0 -0.006 0.169 -0.431 0.003 0.392
factor(worker_id)39 100 0 -0.001 0.139 -0.368 -0.001 0.356
factor(worker_id)40 100 0 0.010 0.153 -0.333 -0.006 0.451
factor(worker_id)41 100 0 0.014 0.149 -0.286 0.017 0.447
factor(worker_id)42 100 0 0.001 0.150 -0.421 -0.019 0.430
factor(worker_id)43 100 0 0.002 0.161 -0.450 -0.016 0.468
factor(worker_id)44 100 0 0.006 0.142 -0.327 0.010 0.339
factor(worker_id)45 100 0 -0.006 0.146 -0.471 0.001 0.324
factor(worker_id)46 100 0 -0.023 0.139 -0.369 -0.028 0.327
factor(worker_id)47 100 0 0.020 0.142 -0.356 0.008 0.319
factor(worker_id)48 100 0 -0.008 0.143 -0.354 0.002 0.312
factor(worker_id)49 100 0 -0.009 0.155 -0.446 0.004 0.386
factor(worker_id)50 100 0 -0.002 0.144 -0.408 0.005 0.369
factor(category_id)2 100 0 0.005 0.155 -0.373 0.004 0.465
factor(category_id)3 100 0 0.009 0.156 -0.414 0.015 0.419
factor(category_id)4 100 0 0.019 0.139 -0.314 0.027 0.289
factor(category_id)5 100 0 0.000 0.159 -0.366 0.009 0.326
factor(worker_id)2:factor(category_id)2 100 0 -0.015 0.224 -0.654 0.010 0.608
factor(worker_id)3:factor(category_id)2 100 0 -0.014 0.223 -0.610 0.005 0.466
factor(worker_id)4:factor(category_id)2 100 0 -0.007 0.207 -0.588 -0.004 0.494
factor(worker_id)5:factor(category_id)2 100 0 -0.008 0.207 -0.601 -0.012 0.383
factor(worker_id)6:factor(category_id)2 100 0 0.001 0.231 -0.746 0.005 0.575
factor(worker_id)7:factor(category_id)2 100 0 -0.002 0.208 -0.835 -0.004 0.440
factor(worker_id)8:factor(category_id)2 100 0 -0.031 0.215 -0.483 -0.026 0.539
factor(worker_id)9:factor(category_id)2 100 0 -0.008 0.226 -0.557 -0.018 0.461
factor(worker_id)10:factor(category_id)2 100 0 0.015 0.200 -0.464 0.004 0.435
factor(worker_id)11:factor(category_id)2 100 0 0.022 0.206 -0.652 0.018 0.436
factor(worker_id)12:factor(category_id)2 100 0 0.012 0.220 -0.627 0.034 0.464
factor(worker_id)13:factor(category_id)2 100 0 -0.002 0.228 -0.687 0.019 0.532
factor(worker_id)14:factor(category_id)2 100 0 0.008 0.194 -0.446 0.018 0.411
factor(worker_id)15:factor(category_id)2 100 0 -0.037 0.229 -0.494 -0.023 0.516
factor(worker_id)16:factor(category_id)2 100 0 -0.017 0.197 -0.580 -0.008 0.471
factor(worker_id)17:factor(category_id)2 100 0 -0.011 0.224 -0.536 0.004 0.600
factor(worker_id)18:factor(category_id)2 100 0 0.002 0.209 -0.560 0.019 0.489
factor(worker_id)19:factor(category_id)2 100 0 -0.002 0.198 -0.507 0.008 0.430
factor(worker_id)20:factor(category_id)2 100 0 0.013 0.199 -0.613 0.017 0.395
factor(worker_id)21:factor(category_id)2 100 0 -0.003 0.205 -0.500 0.030 0.554
factor(worker_id)22:factor(category_id)2 100 0 -0.007 0.214 -0.705 0.004 0.562
factor(worker_id)23:factor(category_id)2 100 0 -0.008 0.212 -0.611 0.003 0.450
factor(worker_id)24:factor(category_id)2 100 0 -0.010 0.216 -0.611 0.007 0.391
factor(worker_id)25:factor(category_id)2 100 0 -0.023 0.199 -0.646 -0.005 0.433
factor(worker_id)26:factor(category_id)2 100 0 0.010 0.214 -0.619 0.016 0.686
factor(worker_id)27:factor(category_id)2 100 0 -0.018 0.228 -0.628 0.013 0.481
factor(worker_id)28:factor(category_id)2 100 0 -0.021 0.237 -0.720 -0.010 0.447
factor(worker_id)29:factor(category_id)2 100 0 -0.018 0.210 -0.613 0.002 0.412
factor(worker_id)30:factor(category_id)2 100 0 0.022 0.200 -0.471 0.024 0.578
factor(worker_id)31:factor(category_id)2 100 0 -0.020 0.219 -0.453 -0.026 0.561
factor(worker_id)32:factor(category_id)2 100 0 -0.010 0.204 -0.579 -0.021 0.584
factor(worker_id)33:factor(category_id)2 100 0 -0.016 0.205 -0.574 0.011 0.534
factor(worker_id)34:factor(category_id)2 100 0 0.015 0.194 -0.487 0.025 0.460
factor(worker_id)35:factor(category_id)2 100 0 -0.022 0.205 -0.682 -0.027 0.509
factor(worker_id)36:factor(category_id)2 100 0 -0.008 0.209 -0.592 -0.017 0.520
factor(worker_id)37:factor(category_id)2 100 0 0.021 0.229 -0.685 0.024 0.619
factor(worker_id)38:factor(category_id)2 100 0 0.006 0.222 -0.581 0.009 0.506
factor(worker_id)39:factor(category_id)2 100 0 -0.007 0.204 -0.599 0.007 0.465
factor(worker_id)40:factor(category_id)2 100 0 -0.007 0.218 -0.615 0.010 0.447
factor(worker_id)41:factor(category_id)2 100 0 -0.015 0.196 -0.523 -0.026 0.454
factor(worker_id)42:factor(category_id)2 100 0 -0.017 0.222 -0.625 -0.016 0.595
factor(worker_id)43:factor(category_id)2 100 0 -0.015 0.229 -0.823 -0.009 0.818
factor(worker_id)44:factor(category_id)2 100 0 0.004 0.186 -0.571 0.027 0.399
factor(worker_id)45:factor(category_id)2 100 0 0.011 0.198 -0.469 0.010 0.651
factor(worker_id)46:factor(category_id)2 100 0 0.017 0.204 -0.466 0.010 0.460
factor(worker_id)47:factor(category_id)2 100 0 -0.017 0.200 -0.732 0.004 0.462
factor(worker_id)48:factor(category_id)2 100 0 0.002 0.207 -0.679 -0.018 0.504
factor(worker_id)49:factor(category_id)2 100 0 0.004 0.209 -0.425 -0.018 0.629
factor(worker_id)50:factor(category_id)2 100 0 -0.006 0.196 -0.655 0.002 0.425
factor(worker_id)2:factor(category_id)3 100 0 -0.020 0.197 -0.420 -0.035 0.493
factor(worker_id)3:factor(category_id)3 100 0 -0.018 0.212 -0.515 -0.027 0.477
factor(worker_id)4:factor(category_id)3 100 0 -0.006 0.228 -0.538 -0.028 0.586
factor(worker_id)5:factor(category_id)3 100 0 0.023 0.212 -0.601 0.028 0.615
factor(worker_id)6:factor(category_id)3 100 0 -0.004 0.226 -0.523 0.007 0.560
factor(worker_id)7:factor(category_id)3 100 0 -0.021 0.209 -0.562 -0.027 0.510
factor(worker_id)8:factor(category_id)3 100 0 -0.019 0.243 -0.717 -0.001 0.691
factor(worker_id)9:factor(category_id)3 100 0 -0.020 0.199 -0.554 -0.034 0.386
factor(worker_id)10:factor(category_id)3 100 0 0.018 0.202 -0.538 0.028 0.557
factor(worker_id)11:factor(category_id)3 100 0 0.007 0.198 -0.559 0.009 0.332
factor(worker_id)12:factor(category_id)3 100 0 0.003 0.209 -0.464 0.011 0.418
factor(worker_id)13:factor(category_id)3 100 0 -0.029 0.208 -0.491 -0.003 0.504
factor(worker_id)14:factor(category_id)3 100 0 -0.002 0.190 -0.545 0.008 0.561
factor(worker_id)15:factor(category_id)3 100 0 -0.020 0.211 -0.505 -0.030 0.489
factor(worker_id)16:factor(category_id)3 100 0 -0.020 0.205 -0.498 -0.025 0.661
factor(worker_id)17:factor(category_id)3 100 0 -0.018 0.228 -0.728 -0.050 0.506
factor(worker_id)18:factor(category_id)3 100 0 -0.006 0.188 -0.528 -0.018 0.682
factor(worker_id)19:factor(category_id)3 100 0 -0.014 0.218 -0.637 -0.036 0.605
factor(worker_id)20:factor(category_id)3 100 0 0.015 0.204 -0.454 0.012 0.518
factor(worker_id)21:factor(category_id)3 100 0 -0.008 0.225 -0.516 -0.008 0.554
factor(worker_id)22:factor(category_id)3 100 0 -0.021 0.206 -0.656 -0.039 0.453
factor(worker_id)23:factor(category_id)3 100 0 0.000 0.196 -0.504 0.015 0.465
factor(worker_id)24:factor(category_id)3 100 0 -0.008 0.228 -0.586 -0.010 0.628
factor(worker_id)25:factor(category_id)3 100 0 -0.013 0.217 -0.456 -0.030 0.720
factor(worker_id)26:factor(category_id)3 100 0 0.016 0.213 -0.498 0.008 0.568
factor(worker_id)27:factor(category_id)3 100 0 -0.009 0.222 -0.596 0.001 0.711
factor(worker_id)28:factor(category_id)3 100 0 -0.012 0.223 -0.533 -0.028 0.581
factor(worker_id)29:factor(category_id)3 100 0 -0.046 0.211 -0.515 -0.047 0.428
factor(worker_id)30:factor(category_id)3 100 0 0.010 0.190 -0.534 0.008 0.678
factor(worker_id)31:factor(category_id)3 100 0 -0.015 0.211 -0.490 -0.002 0.490
factor(worker_id)32:factor(category_id)3 100 0 -0.005 0.192 -0.456 -0.005 0.564
factor(worker_id)33:factor(category_id)3 100 0 -0.023 0.200 -0.592 -0.018 0.495
factor(worker_id)34:factor(category_id)3 100 0 0.023 0.215 -0.491 0.045 0.659
factor(worker_id)35:factor(category_id)3 100 0 -0.028 0.232 -0.773 -0.027 0.643
factor(worker_id)36:factor(category_id)3 100 0 -0.004 0.197 -0.465 -0.042 0.539
factor(worker_id)37:factor(category_id)3 100 0 0.021 0.247 -0.639 0.020 0.798
factor(worker_id)38:factor(category_id)3 100 0 -0.007 0.213 -0.433 -0.020 0.516
factor(worker_id)39:factor(category_id)3 100 0 -0.010 0.190 -0.477 0.001 0.567
factor(worker_id)40:factor(category_id)3 100 0 -0.026 0.211 -0.619 -0.042 0.387
factor(worker_id)41:factor(category_id)3 100 0 -0.026 0.211 -0.706 -0.046 0.491
factor(worker_id)42:factor(category_id)3 100 0 -0.020 0.211 -0.633 -0.013 0.491
factor(worker_id)43:factor(category_id)3 100 0 -0.033 0.208 -0.606 -0.041 0.560
factor(worker_id)44:factor(category_id)3 100 0 -0.021 0.196 -0.407 -0.039 0.578
factor(worker_id)45:factor(category_id)3 100 0 -0.014 0.219 -0.432 -0.030 0.586
factor(worker_id)46:factor(category_id)3 100 0 0.019 0.190 -0.436 0.026 0.592
factor(worker_id)47:factor(category_id)3 100 0 -0.035 0.203 -0.496 -0.027 0.509
factor(worker_id)48:factor(category_id)3 100 0 0.000 0.195 -0.462 0.016 0.425
factor(worker_id)49:factor(category_id)3 100 0 0.019 0.204 -0.501 0.002 0.553
factor(worker_id)50:factor(category_id)3 100 0 0.001 0.216 -0.672 0.015 0.583
factor(worker_id)2:factor(category_id)4 100 0 -0.034 0.206 -0.543 -0.048 0.445
factor(worker_id)3:factor(category_id)4 100 0 -0.038 0.208 -0.588 -0.037 0.465
factor(worker_id)4:factor(category_id)4 100 0 0.000 0.181 -0.471 -0.024 0.451
factor(worker_id)5:factor(category_id)4 100 0 -0.016 0.205 -0.554 -0.009 0.483
factor(worker_id)6:factor(category_id)4 100 0 -0.017 0.220 -0.622 -0.010 0.423
factor(worker_id)7:factor(category_id)4 100 0 -0.022 0.187 -0.394 -0.036 0.461
factor(worker_id)8:factor(category_id)4 100 0 -0.027 0.235 -0.580 -0.031 0.615
factor(worker_id)9:factor(category_id)4 100 0 -0.021 0.203 -0.623 -0.019 0.368
factor(worker_id)10:factor(category_id)4 100 0 -0.014 0.191 -0.459 -0.016 0.475
factor(worker_id)11:factor(category_id)4 100 0 -0.001 0.204 -0.432 -0.010 0.514
factor(worker_id)12:factor(category_id)4 100 0 -0.028 0.187 -0.514 -0.058 0.390
factor(worker_id)13:factor(category_id)4 100 0 -0.051 0.196 -0.481 -0.058 0.463
factor(worker_id)14:factor(category_id)4 100 0 -0.017 0.183 -0.456 0.010 0.442
factor(worker_id)15:factor(category_id)4 100 0 -0.026 0.212 -0.513 -0.041 0.433
factor(worker_id)16:factor(category_id)4 100 0 -0.037 0.189 -0.486 -0.021 0.365
factor(worker_id)17:factor(category_id)4 100 0 0.003 0.198 -0.587 -0.011 0.514
factor(worker_id)18:factor(category_id)4 100 0 -0.011 0.193 -0.473 -0.023 0.640
factor(worker_id)19:factor(category_id)4 100 0 -0.031 0.203 -0.657 -0.006 0.428
factor(worker_id)20:factor(category_id)4 100 0 -0.029 0.198 -0.454 -0.045 0.590
factor(worker_id)21:factor(category_id)4 100 0 0.002 0.203 -0.410 -0.010 0.575
factor(worker_id)22:factor(category_id)4 100 0 -0.010 0.198 -0.422 -0.019 0.402
factor(worker_id)23:factor(category_id)4 100 0 -0.007 0.204 -0.529 -0.011 0.554
factor(worker_id)24:factor(category_id)4 100 0 -0.004 0.200 -0.571 0.004 0.563
factor(worker_id)25:factor(category_id)4 100 0 -0.018 0.192 -0.416 -0.022 0.430
factor(worker_id)26:factor(category_id)4 100 0 0.000 0.200 -0.470 -0.023 0.633
factor(worker_id)27:factor(category_id)4 100 0 -0.023 0.197 -0.492 -0.023 0.436
factor(worker_id)28:factor(category_id)4 100 0 -0.020 0.225 -0.561 -0.003 0.511
factor(worker_id)29:factor(category_id)4 100 0 -0.034 0.193 -0.455 -0.073 0.426
factor(worker_id)30:factor(category_id)4 100 0 0.011 0.199 -0.563 0.010 0.462
factor(worker_id)31:factor(category_id)4 100 0 -0.043 0.205 -0.619 -0.045 0.478
factor(worker_id)32:factor(category_id)4 100 0 -0.008 0.198 -0.566 -0.020 0.508
factor(worker_id)33:factor(category_id)4 100 0 -0.035 0.194 -0.406 -0.022 0.475
factor(worker_id)34:factor(category_id)4 100 0 0.014 0.196 -0.408 0.030 0.473
factor(worker_id)35:factor(category_id)4 100 0 -0.032 0.187 -0.533 -0.034 0.395
factor(worker_id)36:factor(category_id)4 100 0 -0.011 0.185 -0.428 -0.004 0.532
factor(worker_id)37:factor(category_id)4 100 0 0.006 0.227 -0.643 0.016 0.700
factor(worker_id)38:factor(category_id)4 100 0 -0.018 0.239 -0.397 -0.039 0.651
factor(worker_id)39:factor(category_id)4 100 0 -0.027 0.165 -0.523 -0.017 0.415
factor(worker_id)40:factor(category_id)4 100 0 -0.039 0.212 -0.661 -0.039 0.546
factor(worker_id)41:factor(category_id)4 100 0 -0.036 0.207 -0.583 -0.051 0.504
factor(worker_id)42:factor(category_id)4 100 0 -0.025 0.201 -0.659 -0.025 0.376
factor(worker_id)43:factor(category_id)4 100 0 -0.030 0.207 -0.535 -0.061 0.742
factor(worker_id)44:factor(category_id)4 100 0 -0.020 0.190 -0.508 0.027 0.363
factor(worker_id)45:factor(category_id)4 100 0 -0.018 0.192 -0.477 -0.049 0.542
factor(worker_id)46:factor(category_id)4 100 0 -0.017 0.202 -0.420 -0.016 0.547
factor(worker_id)47:factor(category_id)4 100 0 -0.026 0.201 -0.416 -0.037 0.456
factor(worker_id)48:factor(category_id)4 100 0 -0.011 0.190 -0.394 -0.022 0.400
factor(worker_id)49:factor(category_id)4 100 0 -0.008 0.215 -0.466 -0.013 0.556
factor(worker_id)50:factor(category_id)4 100 0 -0.029 0.218 -0.652 -0.015 0.451
factor(worker_id)2:factor(category_id)5 100 0 0.001 0.208 -0.374 -0.017 0.454
factor(worker_id)3:factor(category_id)5 100 0 -0.020 0.214 -0.549 0.001 0.423
factor(worker_id)4:factor(category_id)5 100 0 0.004 0.194 -0.412 0.021 0.538
factor(worker_id)5:factor(category_id)5 100 0 0.029 0.210 -0.457 0.044 0.550
factor(worker_id)6:factor(category_id)5 100 0 0.005 0.218 -0.536 0.020 0.400
factor(worker_id)7:factor(category_id)5 100 0 0.005 0.197 -0.502 0.002 0.507
factor(worker_id)8:factor(category_id)5 100 0 -0.022 0.231 -0.574 -0.026 0.661
factor(worker_id)9:factor(category_id)5 100 0 -0.026 0.237 -0.505 -0.003 0.436
factor(worker_id)10:factor(category_id)5 100 0 0.022 0.213 -0.612 0.046 0.491
factor(worker_id)11:factor(category_id)5 100 0 0.020 0.213 -0.472 0.025 0.516
factor(worker_id)12:factor(category_id)5 100 0 -0.009 0.203 -0.597 0.015 0.403
factor(worker_id)13:factor(category_id)5 100 0 -0.027 0.206 -0.485 -0.043 0.428
factor(worker_id)14:factor(category_id)5 100 0 0.003 0.201 -0.542 0.017 0.424
factor(worker_id)15:factor(category_id)5 100 0 -0.007 0.217 -0.575 0.004 0.543
factor(worker_id)16:factor(category_id)5 100 0 -0.001 0.186 -0.426 0.010 0.431
factor(worker_id)17:factor(category_id)5 100 0 -0.010 0.225 -0.602 -0.012 0.442
factor(worker_id)18:factor(category_id)5 100 0 0.014 0.185 -0.368 0.026 0.464
factor(worker_id)19:factor(category_id)5 100 0 -0.009 0.219 -0.469 -0.041 0.552
factor(worker_id)20:factor(category_id)5 100 0 0.010 0.206 -0.483 -0.002 0.490
factor(worker_id)21:factor(category_id)5 100 0 -0.001 0.226 -0.593 0.001 0.549
factor(worker_id)22:factor(category_id)5 100 0 -0.001 0.217 -0.573 -0.005 0.540
factor(worker_id)23:factor(category_id)5 100 0 0.001 0.207 -0.527 -0.033 0.658
factor(worker_id)24:factor(category_id)5 100 0 -0.031 0.225 -0.734 -0.031 0.425
factor(worker_id)25:factor(category_id)5 100 0 0.009 0.206 -0.464 -0.016 0.551
factor(worker_id)26:factor(category_id)5 100 0 0.005 0.210 -0.480 -0.013 0.552
factor(worker_id)27:factor(category_id)5 100 0 -0.001 0.219 -0.506 0.052 0.481
factor(worker_id)28:factor(category_id)5 100 0 -0.005 0.215 -0.614 0.022 0.373
factor(worker_id)29:factor(category_id)5 100 0 -0.005 0.201 -0.508 -0.008 0.389
factor(worker_id)30:factor(category_id)5 100 0 0.033 0.225 -0.446 0.007 0.496
factor(worker_id)31:factor(category_id)5 100 0 -0.002 0.213 -0.426 -0.015 0.413
factor(worker_id)32:factor(category_id)5 100 0 0.025 0.208 -0.563 0.054 0.458
factor(worker_id)33:factor(category_id)5 100 0 -0.001 0.197 -0.504 -0.003 0.385
factor(worker_id)34:factor(category_id)5 100 0 0.010 0.218 -0.484 0.034 0.514
factor(worker_id)35:factor(category_id)5 100 0 -0.040 0.208 -0.505 -0.025 0.480
factor(worker_id)36:factor(category_id)5 100 0 -0.005 0.207 -0.521 0.025 0.619
factor(worker_id)37:factor(category_id)5 100 0 0.023 0.197 -0.472 0.041 0.511
factor(worker_id)38:factor(category_id)5 100 0 0.012 0.228 -0.510 -0.002 0.428
factor(worker_id)39:factor(category_id)5 100 0 -0.004 0.199 -0.473 -0.017 0.426
factor(worker_id)40:factor(category_id)5 100 0 -0.005 0.210 -0.529 0.035 0.494
factor(worker_id)41:factor(category_id)5 100 0 -0.011 0.200 -0.475 -0.022 0.385
factor(worker_id)42:factor(category_id)5 100 0 -0.004 0.216 -0.469 -0.001 0.444
factor(worker_id)43:factor(category_id)5 100 0 -0.017 0.223 -0.467 -0.025 0.649
factor(worker_id)44:factor(category_id)5 100 0 -0.027 0.209 -0.537 -0.045 0.568
factor(worker_id)45:factor(category_id)5 100 0 0.000 0.204 -0.567 0.008 0.522
factor(worker_id)46:factor(category_id)5 100 0 0.017 0.205 -0.461 0.049 0.558
factor(worker_id)47:factor(category_id)5 100 0 -0.019 0.210 -0.570 -0.004 0.597
factor(worker_id)48:factor(category_id)5 100 0 -0.013 0.206 -0.536 -0.020 0.517
factor(worker_id)49:factor(category_id)5 100 0 0.004 0.217 -0.551 -0.020 0.538
factor(worker_id)50:factor(category_id)5 100 0 -0.007 0.198 -0.529 -0.001 0.476

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 0
factor(worker_id)3 0.99
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(worker_id)31 1
factor(worker_id)32 1
factor(worker_id)33 1
factor(worker_id)34 1
factor(worker_id)35 1
factor(worker_id)36 1
factor(worker_id)37 1
factor(worker_id)38 1
factor(worker_id)39 1
factor(worker_id)40 1
factor(worker_id)41 1
factor(worker_id)42 1
factor(worker_id)43 1
factor(worker_id)44 1
factor(worker_id)45 1
factor(worker_id)46 1
factor(worker_id)47 1
factor(worker_id)48 1
factor(worker_id)49 1
factor(worker_id)50 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 0.78
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 0
factor(worker_id)6:factor(category_id)2 0
factor(worker_id)7:factor(category_id)2 1
factor(worker_id)8:factor(category_id)2 0
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 0
factor(worker_id)11:factor(category_id)2 0
factor(worker_id)12:factor(category_id)2 0
factor(worker_id)13:factor(category_id)2 0
factor(worker_id)14:factor(category_id)2 1
factor(worker_id)15:factor(category_id)2 0.9
factor(worker_id)16:factor(category_id)2 0
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 0
factor(worker_id)21:factor(category_id)2 0
factor(worker_id)22:factor(category_id)2 0.5
factor(worker_id)23:factor(category_id)2 0
factor(worker_id)24:factor(category_id)2 0
factor(worker_id)25:factor(category_id)2 0
factor(worker_id)26:factor(category_id)2 0.01
factor(worker_id)27:factor(category_id)2 0
factor(worker_id)28:factor(category_id)2 1
factor(worker_id)29:factor(category_id)2 0
factor(worker_id)30:factor(category_id)2 0
factor(worker_id)31:factor(category_id)2 0.89
factor(worker_id)32:factor(category_id)2 0
factor(worker_id)33:factor(category_id)2 0
factor(worker_id)34:factor(category_id)2 0
factor(worker_id)35:factor(category_id)2 0.03
factor(worker_id)36:factor(category_id)2 0.01
factor(worker_id)37:factor(category_id)2 0
factor(worker_id)38:factor(category_id)2 0
factor(worker_id)39:factor(category_id)2 0.17
factor(worker_id)40:factor(category_id)2 0
factor(worker_id)41:factor(category_id)2 0
factor(worker_id)42:factor(category_id)2 0.03
factor(worker_id)43:factor(category_id)2 0.5
factor(worker_id)44:factor(category_id)2 0
factor(worker_id)45:factor(category_id)2 0.97
factor(worker_id)46:factor(category_id)2 0
factor(worker_id)47:factor(category_id)2 0.93
factor(worker_id)48:factor(category_id)2 0.05
factor(worker_id)49:factor(category_id)2 0
factor(worker_id)50:factor(category_id)2 0
factor(worker_id)2:factor(category_id)3 1
factor(worker_id)3:factor(category_id)3 1
factor(worker_id)4:factor(category_id)3 1
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)6:factor(category_id)3 1
factor(worker_id)7:factor(category_id)3 1
factor(worker_id)8:factor(category_id)3 0
factor(worker_id)9:factor(category_id)3 1
factor(worker_id)10:factor(category_id)3 0.78
factor(worker_id)11:factor(category_id)3 0.55
factor(worker_id)12:factor(category_id)3 0
factor(worker_id)13:factor(category_id)3 0.62
factor(worker_id)14:factor(category_id)3 0.28
factor(worker_id)15:factor(category_id)3 1
factor(worker_id)16:factor(category_id)3 0
factor(worker_id)17:factor(category_id)3 0.22
factor(worker_id)18:factor(category_id)3 0
factor(worker_id)19:factor(category_id)3 0.99
factor(worker_id)20:factor(category_id)3 0
factor(worker_id)21:factor(category_id)3 0.33
factor(worker_id)22:factor(category_id)3 1
factor(worker_id)23:factor(category_id)3 0.24
factor(worker_id)24:factor(category_id)3 1
factor(worker_id)25:factor(category_id)3 1
factor(worker_id)26:factor(category_id)3 1
factor(worker_id)27:factor(category_id)3 0
factor(worker_id)28:factor(category_id)3 0.9
factor(worker_id)29:factor(category_id)3 1
factor(worker_id)30:factor(category_id)3 1
factor(worker_id)31:factor(category_id)3 1
factor(worker_id)32:factor(category_id)3 0
factor(worker_id)33:factor(category_id)3 1
factor(worker_id)34:factor(category_id)3 0
factor(worker_id)35:factor(category_id)3 1
factor(worker_id)36:factor(category_id)3 1
factor(worker_id)37:factor(category_id)3 0.31
factor(worker_id)38:factor(category_id)3 0
factor(worker_id)39:factor(category_id)3 0
factor(worker_id)40:factor(category_id)3 1
factor(worker_id)41:factor(category_id)3 0
factor(worker_id)42:factor(category_id)3 1
factor(worker_id)43:factor(category_id)3 0.05
factor(worker_id)44:factor(category_id)3 1
factor(worker_id)45:factor(category_id)3 0.66
factor(worker_id)46:factor(category_id)3 0.74
factor(worker_id)47:factor(category_id)3 1
factor(worker_id)48:factor(category_id)3 1
factor(worker_id)49:factor(category_id)3 0.49
factor(worker_id)50:factor(category_id)3 0.98
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)3:factor(category_id)4 1
factor(worker_id)4:factor(category_id)4 1
factor(worker_id)5:factor(category_id)4 0.15
factor(worker_id)6:factor(category_id)4 1
factor(worker_id)7:factor(category_id)4 1
factor(worker_id)8:factor(category_id)4 0
factor(worker_id)9:factor(category_id)4 0
factor(worker_id)10:factor(category_id)4 1
factor(worker_id)11:factor(category_id)4 1
factor(worker_id)12:factor(category_id)4 0
factor(worker_id)13:factor(category_id)4 1
factor(worker_id)14:factor(category_id)4 0.63
factor(worker_id)15:factor(category_id)4 1
factor(worker_id)16:factor(category_id)4 0
factor(worker_id)17:factor(category_id)4 0.22
factor(worker_id)18:factor(category_id)4 0.11
factor(worker_id)19:factor(category_id)4 1
factor(worker_id)20:factor(category_id)4 1
factor(worker_id)21:factor(category_id)4 0
factor(worker_id)22:factor(category_id)4 1
factor(worker_id)23:factor(category_id)4 1
factor(worker_id)24:factor(category_id)4 1
factor(worker_id)25:factor(category_id)4 1
factor(worker_id)26:factor(category_id)4 0.97
factor(worker_id)27:factor(category_id)4 0.87
factor(worker_id)28:factor(category_id)4 1
factor(worker_id)29:factor(category_id)4 0.63
factor(worker_id)30:factor(category_id)4 1
factor(worker_id)31:factor(category_id)4 0.33
factor(worker_id)32:factor(category_id)4 0
factor(worker_id)33:factor(category_id)4 0.68
factor(worker_id)34:factor(category_id)4 0
factor(worker_id)35:factor(category_id)4 1
factor(worker_id)36:factor(category_id)4 1
factor(worker_id)37:factor(category_id)4 1
factor(worker_id)38:factor(category_id)4 0.11
factor(worker_id)39:factor(category_id)4 0.36
factor(worker_id)40:factor(category_id)4 1
factor(worker_id)41:factor(category_id)4 0
factor(worker_id)42:factor(category_id)4 0.46
factor(worker_id)43:factor(category_id)4 1
factor(worker_id)44:factor(category_id)4 1
factor(worker_id)45:factor(category_id)4 0.45
factor(worker_id)46:factor(category_id)4 1
factor(worker_id)47:factor(category_id)4 1
factor(worker_id)48:factor(category_id)4 0.99
factor(worker_id)49:factor(category_id)4 1
factor(worker_id)50:factor(category_id)4 0.44
factor(worker_id)2:factor(category_id)5 1
factor(worker_id)3:factor(category_id)5 0.7
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 0
factor(worker_id)6:factor(category_id)5 0
factor(worker_id)7:factor(category_id)5 0
factor(worker_id)8:factor(category_id)5 0
factor(worker_id)9:factor(category_id)5 0
factor(worker_id)10:factor(category_id)5 0
factor(worker_id)11:factor(category_id)5 0
factor(worker_id)12:factor(category_id)5 0
factor(worker_id)13:factor(category_id)5 0
factor(worker_id)14:factor(category_id)5 0
factor(worker_id)15:factor(category_id)5 0
factor(worker_id)16:factor(category_id)5 0
factor(worker_id)17:factor(category_id)5 0
factor(worker_id)18:factor(category_id)5 0
factor(worker_id)19:factor(category_id)5 0
factor(worker_id)20:factor(category_id)5 0
factor(worker_id)21:factor(category_id)5 0
factor(worker_id)22:factor(category_id)5 0
factor(worker_id)23:factor(category_id)5 0
factor(worker_id)24:factor(category_id)5 0
factor(worker_id)25:factor(category_id)5 0
factor(worker_id)26:factor(category_id)5 0
factor(worker_id)27:factor(category_id)5 0
factor(worker_id)28:factor(category_id)5 0
factor(worker_id)29:factor(category_id)5 0
factor(worker_id)30:factor(category_id)5 0
factor(worker_id)31:factor(category_id)5 0
factor(worker_id)32:factor(category_id)5 0
factor(worker_id)33:factor(category_id)5 0
factor(worker_id)34:factor(category_id)5 0
factor(worker_id)35:factor(category_id)5 0.08
factor(worker_id)36:factor(category_id)5 0
factor(worker_id)37:factor(category_id)5 0
factor(worker_id)38:factor(category_id)5 0
factor(worker_id)39:factor(category_id)5 0
factor(worker_id)40:factor(category_id)5 0
factor(worker_id)41:factor(category_id)5 0
factor(worker_id)42:factor(category_id)5 0
factor(worker_id)43:factor(category_id)5 0
factor(worker_id)44:factor(category_id)5 0
factor(worker_id)45:factor(category_id)5 0
factor(worker_id)46:factor(category_id)5 0
factor(worker_id)47:factor(category_id)5 0
factor(worker_id)48:factor(category_id)5 0
factor(worker_id)49:factor(category_id)5 0
factor(worker_id)50:factor(category_id)5 0

Significant match effect number = 63 out of 196

num_process = 500, num_simulation = 100

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 0.005 0.045 -0.091 0.005 0.141
factor(worker_id)2 100 0 -0.001 0.059 -0.140 0.002 0.106
factor(worker_id)3 100 0 0.003 0.062 -0.135 0.003 0.145
factor(worker_id)4 100 0 -0.015 0.061 -0.206 -0.012 0.104
factor(worker_id)5 100 0 0.002 0.065 -0.157 -0.001 0.147
factor(worker_id)6 100 0 0.004 0.062 -0.200 0.013 0.198
factor(worker_id)7 100 0 -0.005 0.067 -0.183 -0.010 0.185
factor(worker_id)8 100 0 0.002 0.060 -0.106 -0.004 0.245
factor(worker_id)9 100 0 -0.010 0.060 -0.174 -0.014 0.151
factor(worker_id)10 100 0 -0.005 0.062 -0.166 -0.008 0.146
factor(worker_id)11 100 0 -0.003 0.063 -0.160 -0.010 0.169
factor(worker_id)12 100 0 -0.012 0.064 -0.149 -0.023 0.157
factor(worker_id)13 100 0 -0.004 0.063 -0.210 -0.003 0.126
factor(worker_id)14 100 0 -0.001 0.067 -0.200 -0.007 0.137
factor(worker_id)15 100 0 -0.006 0.059 -0.133 -0.007 0.135
factor(worker_id)16 100 0 -0.011 0.070 -0.331 -0.012 0.184
factor(worker_id)17 100 0 -0.003 0.068 -0.160 -0.005 0.162
factor(worker_id)18 100 0 0.002 0.067 -0.178 0.001 0.180
factor(worker_id)19 100 0 -0.004 0.063 -0.178 0.000 0.115
factor(worker_id)20 100 0 0.001 0.069 -0.218 0.006 0.157
factor(worker_id)21 100 0 -0.004 0.066 -0.155 -0.003 0.172
factor(worker_id)22 100 0 0.000 0.065 -0.238 0.000 0.191
factor(worker_id)23 100 0 -0.004 0.066 -0.157 -0.005 0.174
factor(worker_id)24 100 0 -0.003 0.058 -0.133 -0.001 0.151
factor(worker_id)25 100 0 -0.006 0.060 -0.177 0.000 0.107
factor(worker_id)26 100 0 -0.006 0.068 -0.148 -0.009 0.131
factor(worker_id)27 100 0 -0.004 0.068 -0.181 -0.004 0.149
factor(worker_id)28 100 0 -0.005 0.068 -0.215 -0.002 0.165
factor(worker_id)29 100 0 0.000 0.069 -0.169 0.001 0.161
factor(worker_id)30 100 0 -0.008 0.060 -0.179 -0.006 0.170
factor(worker_id)31 100 0 -0.009 0.062 -0.166 -0.012 0.126
factor(worker_id)32 100 0 -0.009 0.073 -0.245 -0.001 0.176
factor(worker_id)33 100 0 -0.009 0.061 -0.131 -0.015 0.121
factor(worker_id)34 100 0 -0.009 0.058 -0.166 -0.009 0.115
factor(worker_id)35 100 0 -0.001 0.055 -0.127 0.010 0.118
factor(worker_id)36 100 0 -0.001 0.065 -0.263 0.002 0.154
factor(worker_id)37 100 0 -0.003 0.059 -0.166 -0.004 0.152
factor(worker_id)38 100 0 -0.011 0.062 -0.162 -0.020 0.160
factor(worker_id)39 100 0 -0.010 0.063 -0.158 -0.012 0.131
factor(worker_id)40 100 0 -0.001 0.062 -0.146 0.006 0.119
factor(worker_id)41 100 0 -0.006 0.066 -0.185 -0.004 0.168
factor(worker_id)42 100 0 -0.006 0.067 -0.155 -0.005 0.166
factor(worker_id)43 100 0 -0.011 0.064 -0.170 -0.013 0.127
factor(worker_id)44 100 0 -0.004 0.070 -0.197 -0.005 0.180
factor(worker_id)45 100 0 0.000 0.063 -0.207 0.011 0.128
factor(worker_id)46 100 0 -0.007 0.062 -0.177 -0.007 0.128
factor(worker_id)47 100 0 -0.004 0.068 -0.170 -0.006 0.147
factor(worker_id)48 100 0 0.001 0.066 -0.244 0.004 0.150
factor(worker_id)49 100 0 -0.001 0.064 -0.188 0.006 0.143
factor(worker_id)50 100 0 -0.010 0.061 -0.131 -0.006 0.136
factor(category_id)2 100 0 -0.008 0.061 -0.170 -0.006 0.163
factor(category_id)3 100 0 -0.014 0.065 -0.200 -0.012 0.143
factor(category_id)4 100 0 -0.005 0.067 -0.205 -0.013 0.157
factor(category_id)5 100 0 -0.006 0.062 -0.136 0.002 0.143
factor(worker_id)2:factor(category_id)2 100 0 0.008 0.081 -0.168 0.004 0.221
factor(worker_id)3:factor(category_id)2 100 0 0.002 0.080 -0.174 -0.004 0.234
factor(worker_id)4:factor(category_id)2 100 0 0.014 0.088 -0.216 0.022 0.249
factor(worker_id)5:factor(category_id)2 100 0 -0.001 0.077 -0.232 -0.010 0.181
factor(worker_id)6:factor(category_id)2 100 0 0.001 0.083 -0.213 -0.006 0.251
factor(worker_id)7:factor(category_id)2 100 0 0.005 0.090 -0.225 0.012 0.177
factor(worker_id)8:factor(category_id)2 100 0 0.010 0.086 -0.206 0.016 0.222
factor(worker_id)9:factor(category_id)2 100 0 0.010 0.087 -0.163 0.001 0.300
factor(worker_id)10:factor(category_id)2 100 0 0.001 0.086 -0.223 -0.007 0.253
factor(worker_id)11:factor(category_id)2 100 0 0.007 0.094 -0.206 0.012 0.296
factor(worker_id)12:factor(category_id)2 100 0 0.026 0.090 -0.330 0.031 0.252
factor(worker_id)13:factor(category_id)2 100 0 0.009 0.080 -0.188 0.008 0.267
factor(worker_id)14:factor(category_id)2 100 0 0.011 0.093 -0.230 0.012 0.196
factor(worker_id)15:factor(category_id)2 100 0 0.013 0.085 -0.249 0.016 0.233
factor(worker_id)16:factor(category_id)2 100 0 0.011 0.087 -0.206 0.003 0.323
factor(worker_id)17:factor(category_id)2 100 0 0.009 0.092 -0.221 0.003 0.271
factor(worker_id)18:factor(category_id)2 100 0 -0.006 0.088 -0.227 0.002 0.166
factor(worker_id)19:factor(category_id)2 100 0 0.005 0.089 -0.238 0.005 0.215
factor(worker_id)20:factor(category_id)2 100 0 0.002 0.090 -0.205 0.000 0.245
factor(worker_id)21:factor(category_id)2 100 0 0.003 0.090 -0.169 0.004 0.215
factor(worker_id)22:factor(category_id)2 100 0 -0.005 0.087 -0.207 -0.008 0.231
factor(worker_id)23:factor(category_id)2 100 0 0.010 0.088 -0.161 0.005 0.207
factor(worker_id)24:factor(category_id)2 100 0 0.007 0.080 -0.188 0.009 0.179
factor(worker_id)25:factor(category_id)2 100 0 0.009 0.096 -0.221 0.008 0.251
factor(worker_id)26:factor(category_id)2 100 0 0.020 0.095 -0.201 0.015 0.294
factor(worker_id)27:factor(category_id)2 100 0 0.002 0.089 -0.284 0.006 0.218
factor(worker_id)28:factor(category_id)2 100 0 0.011 0.097 -0.219 0.011 0.321
factor(worker_id)29:factor(category_id)2 100 0 0.009 0.083 -0.176 0.010 0.266
factor(worker_id)30:factor(category_id)2 100 0 0.010 0.088 -0.185 0.014 0.223
factor(worker_id)31:factor(category_id)2 100 0 0.008 0.082 -0.198 0.015 0.236
factor(worker_id)32:factor(category_id)2 100 0 0.012 0.097 -0.228 0.008 0.247
factor(worker_id)33:factor(category_id)2 100 0 0.017 0.092 -0.176 0.006 0.285
factor(worker_id)34:factor(category_id)2 100 0 0.009 0.088 -0.196 0.007 0.268
factor(worker_id)35:factor(category_id)2 100 0 0.002 0.094 -0.240 -0.002 0.223
factor(worker_id)36:factor(category_id)2 100 0 0.007 0.087 -0.202 0.008 0.199
factor(worker_id)37:factor(category_id)2 100 0 -0.002 0.078 -0.169 -0.004 0.181
factor(worker_id)38:factor(category_id)2 100 0 0.011 0.091 -0.349 0.008 0.213
factor(worker_id)39:factor(category_id)2 100 0 -0.001 0.085 -0.238 -0.001 0.187
factor(worker_id)40:factor(category_id)2 100 0 -0.003 0.088 -0.198 0.000 0.244
factor(worker_id)41:factor(category_id)2 100 0 0.004 0.093 -0.190 -0.001 0.363
factor(worker_id)42:factor(category_id)2 100 0 0.011 0.083 -0.244 0.006 0.234
factor(worker_id)43:factor(category_id)2 100 0 0.017 0.086 -0.228 0.012 0.243
factor(worker_id)44:factor(category_id)2 100 0 0.012 0.081 -0.137 0.001 0.234
factor(worker_id)45:factor(category_id)2 100 0 -0.001 0.088 -0.234 -0.003 0.231
factor(worker_id)46:factor(category_id)2 100 0 0.005 0.087 -0.186 0.001 0.278
factor(worker_id)47:factor(category_id)2 100 0 0.001 0.096 -0.236 0.000 0.251
factor(worker_id)48:factor(category_id)2 100 0 0.003 0.093 -0.220 0.002 0.190
factor(worker_id)49:factor(category_id)2 100 0 0.001 0.088 -0.265 0.002 0.252
factor(worker_id)50:factor(category_id)2 100 0 0.014 0.085 -0.198 0.017 0.243
factor(worker_id)2:factor(category_id)3 100 0 0.007 0.089 -0.172 -0.004 0.272
factor(worker_id)3:factor(category_id)3 100 0 -0.001 0.096 -0.198 0.009 0.191
factor(worker_id)4:factor(category_id)3 100 0 0.028 0.091 -0.142 0.027 0.269
factor(worker_id)5:factor(category_id)3 100 0 0.007 0.083 -0.169 0.003 0.247
factor(worker_id)6:factor(category_id)3 100 0 0.009 0.082 -0.162 0.005 0.288
factor(worker_id)7:factor(category_id)3 100 0 0.009 0.089 -0.183 0.010 0.262
factor(worker_id)8:factor(category_id)3 100 0 0.007 0.087 -0.200 0.014 0.226
factor(worker_id)9:factor(category_id)3 100 0 0.022 0.083 -0.141 0.017 0.228
factor(worker_id)10:factor(category_id)3 100 0 0.006 0.089 -0.212 0.001 0.206
factor(worker_id)11:factor(category_id)3 100 0 0.009 0.088 -0.197 0.011 0.163
factor(worker_id)12:factor(category_id)3 100 0 0.024 0.090 -0.269 0.030 0.250
factor(worker_id)13:factor(category_id)3 100 0 0.009 0.096 -0.212 0.008 0.290
factor(worker_id)14:factor(category_id)3 100 0 0.009 0.090 -0.235 0.009 0.181
factor(worker_id)15:factor(category_id)3 100 0 0.022 0.081 -0.132 0.017 0.303
factor(worker_id)16:factor(category_id)3 100 0 0.010 0.094 -0.238 0.009 0.376
factor(worker_id)17:factor(category_id)3 100 0 0.007 0.091 -0.196 0.001 0.271
factor(worker_id)18:factor(category_id)3 100 0 0.004 0.087 -0.286 0.009 0.195
factor(worker_id)19:factor(category_id)3 100 0 0.017 0.090 -0.203 0.020 0.273
factor(worker_id)20:factor(category_id)3 100 0 0.004 0.097 -0.252 0.002 0.251
factor(worker_id)21:factor(category_id)3 100 0 0.006 0.094 -0.192 -0.005 0.263
factor(worker_id)22:factor(category_id)3 100 0 0.017 0.086 -0.231 0.010 0.226
factor(worker_id)23:factor(category_id)3 100 0 0.019 0.100 -0.180 0.019 0.285
factor(worker_id)24:factor(category_id)3 100 0 0.003 0.093 -0.249 -0.005 0.233
factor(worker_id)25:factor(category_id)3 100 0 0.010 0.083 -0.153 0.013 0.227
factor(worker_id)26:factor(category_id)3 100 0 0.013 0.094 -0.226 0.005 0.290
factor(worker_id)27:factor(category_id)3 100 0 0.007 0.093 -0.205 0.007 0.281
factor(worker_id)28:factor(category_id)3 100 0 0.011 0.086 -0.215 0.008 0.210
factor(worker_id)29:factor(category_id)3 100 0 0.013 0.091 -0.190 0.013 0.226
factor(worker_id)30:factor(category_id)3 100 0 0.019 0.093 -0.204 0.011 0.289
factor(worker_id)31:factor(category_id)3 100 0 0.018 0.084 -0.187 0.019 0.244
factor(worker_id)32:factor(category_id)3 100 0 0.019 0.099 -0.162 0.006 0.302
factor(worker_id)33:factor(category_id)3 100 0 0.017 0.084 -0.211 0.019 0.201
factor(worker_id)34:factor(category_id)3 100 0 0.006 0.089 -0.185 0.010 0.216
factor(worker_id)35:factor(category_id)3 100 0 0.011 0.082 -0.182 0.004 0.208
factor(worker_id)36:factor(category_id)3 100 0 0.006 0.080 -0.172 0.011 0.220
factor(worker_id)37:factor(category_id)3 100 0 0.013 0.089 -0.190 0.012 0.276
factor(worker_id)38:factor(category_id)3 100 0 0.033 0.085 -0.181 0.023 0.246
factor(worker_id)39:factor(category_id)3 100 0 0.030 0.091 -0.148 0.023 0.210
factor(worker_id)40:factor(category_id)3 100 0 0.010 0.092 -0.185 0.015 0.237
factor(worker_id)41:factor(category_id)3 100 0 0.020 0.097 -0.214 0.025 0.264
factor(worker_id)42:factor(category_id)3 100 0 0.013 0.096 -0.175 0.001 0.252
factor(worker_id)43:factor(category_id)3 100 0 0.019 0.097 -0.218 0.021 0.347
factor(worker_id)44:factor(category_id)3 100 0 0.015 0.097 -0.207 0.014 0.227
factor(worker_id)45:factor(category_id)3 100 0 0.006 0.091 -0.230 0.009 0.245
factor(worker_id)46:factor(category_id)3 100 0 0.020 0.085 -0.183 0.017 0.244
factor(worker_id)47:factor(category_id)3 100 0 0.012 0.096 -0.197 0.013 0.257
factor(worker_id)48:factor(category_id)3 100 0 0.008 0.099 -0.230 0.000 0.273
factor(worker_id)49:factor(category_id)3 100 0 0.005 0.095 -0.163 -0.020 0.283
factor(worker_id)50:factor(category_id)3 100 0 0.020 0.093 -0.263 0.022 0.298
factor(worker_id)2:factor(category_id)4 100 0 -0.004 0.088 -0.230 -0.004 0.181
factor(worker_id)3:factor(category_id)4 100 0 -0.004 0.091 -0.215 0.002 0.288
factor(worker_id)4:factor(category_id)4 100 0 0.015 0.093 -0.184 0.015 0.258
factor(worker_id)5:factor(category_id)4 100 0 0.002 0.091 -0.256 0.010 0.187
factor(worker_id)6:factor(category_id)4 100 0 -0.006 0.093 -0.183 -0.012 0.310
factor(worker_id)7:factor(category_id)4 100 0 0.015 0.094 -0.218 0.015 0.269
factor(worker_id)8:factor(category_id)4 100 0 -0.013 0.088 -0.229 -0.006 0.230
factor(worker_id)9:factor(category_id)4 100 0 0.012 0.092 -0.194 0.020 0.185
factor(worker_id)10:factor(category_id)4 100 0 0.002 0.085 -0.183 0.011 0.214
factor(worker_id)11:factor(category_id)4 100 0 0.003 0.099 -0.262 -0.001 0.262
factor(worker_id)12:factor(category_id)4 100 0 0.018 0.091 -0.276 0.027 0.211
factor(worker_id)13:factor(category_id)4 100 0 -0.005 0.085 -0.172 0.000 0.220
factor(worker_id)14:factor(category_id)4 100 0 0.003 0.093 -0.219 0.009 0.281
factor(worker_id)15:factor(category_id)4 100 0 0.006 0.081 -0.190 0.009 0.203
factor(worker_id)16:factor(category_id)4 100 0 0.011 0.094 -0.236 0.015 0.298
factor(worker_id)17:factor(category_id)4 100 0 -0.002 0.093 -0.191 -0.006 0.222
factor(worker_id)18:factor(category_id)4 100 0 0.004 0.091 -0.226 0.004 0.246
factor(worker_id)19:factor(category_id)4 100 0 -0.004 0.095 -0.241 -0.006 0.218
factor(worker_id)20:factor(category_id)4 100 0 0.000 0.098 -0.202 0.000 0.312
factor(worker_id)21:factor(category_id)4 100 0 0.003 0.081 -0.156 -0.001 0.269
factor(worker_id)22:factor(category_id)4 100 0 -0.001 0.089 -0.193 -0.002 0.177
factor(worker_id)23:factor(category_id)4 100 0 0.006 0.083 -0.179 0.013 0.182
factor(worker_id)24:factor(category_id)4 100 0 0.008 0.081 -0.187 0.002 0.219
factor(worker_id)25:factor(category_id)4 100 0 0.011 0.083 -0.175 0.018 0.252
factor(worker_id)26:factor(category_id)4 100 0 0.009 0.092 -0.202 0.013 0.198
factor(worker_id)27:factor(category_id)4 100 0 -0.003 0.095 -0.187 -0.011 0.318
factor(worker_id)28:factor(category_id)4 100 0 0.000 0.093 -0.273 -0.004 0.278
factor(worker_id)29:factor(category_id)4 100 0 0.000 0.097 -0.242 -0.005 0.227
factor(worker_id)30:factor(category_id)4 100 0 0.002 0.084 -0.239 -0.001 0.213
factor(worker_id)31:factor(category_id)4 100 0 0.012 0.100 -0.240 0.005 0.221
factor(worker_id)32:factor(category_id)4 100 0 0.014 0.097 -0.197 0.013 0.265
factor(worker_id)33:factor(category_id)4 100 0 0.011 0.093 -0.199 0.011 0.220
factor(worker_id)34:factor(category_id)4 100 0 0.010 0.092 -0.179 0.016 0.242
factor(worker_id)35:factor(category_id)4 100 0 0.003 0.082 -0.196 0.000 0.276
factor(worker_id)36:factor(category_id)4 100 0 0.003 0.094 -0.221 0.002 0.246
factor(worker_id)37:factor(category_id)4 100 0 0.001 0.085 -0.203 0.005 0.252
factor(worker_id)38:factor(category_id)4 100 0 0.010 0.080 -0.246 0.021 0.168
factor(worker_id)39:factor(category_id)4 100 0 0.001 0.094 -0.196 0.005 0.263
factor(worker_id)40:factor(category_id)4 100 0 -0.004 0.092 -0.200 -0.005 0.311
factor(worker_id)41:factor(category_id)4 100 0 0.011 0.089 -0.180 0.006 0.257
factor(worker_id)42:factor(category_id)4 100 0 -0.003 0.098 -0.262 -0.002 0.272
factor(worker_id)43:factor(category_id)4 100 0 0.013 0.086 -0.172 0.022 0.231
factor(worker_id)44:factor(category_id)4 100 0 0.001 0.090 -0.234 0.010 0.237
factor(worker_id)45:factor(category_id)4 100 0 -0.007 0.092 -0.193 -0.026 0.220
factor(worker_id)46:factor(category_id)4 100 0 0.006 0.085 -0.166 0.004 0.239
factor(worker_id)47:factor(category_id)4 100 0 0.006 0.098 -0.229 0.006 0.258
factor(worker_id)48:factor(category_id)4 100 0 -0.002 0.089 -0.221 -0.009 0.241
factor(worker_id)49:factor(category_id)4 100 0 0.004 0.091 -0.190 -0.004 0.252
factor(worker_id)50:factor(category_id)4 100 0 0.008 0.091 -0.215 0.016 0.277
factor(worker_id)2:factor(category_id)5 100 0 0.006 0.090 -0.218 0.008 0.167
factor(worker_id)3:factor(category_id)5 100 0 -0.004 0.083 -0.178 0.007 0.208
factor(worker_id)4:factor(category_id)5 100 0 0.012 0.093 -0.194 0.010 0.259
factor(worker_id)5:factor(category_id)5 100 0 -0.002 0.096 -0.229 -0.001 0.197
factor(worker_id)6:factor(category_id)5 100 0 -0.002 0.084 -0.258 -0.011 0.233
factor(worker_id)7:factor(category_id)5 100 0 0.010 0.091 -0.301 0.011 0.232
factor(worker_id)8:factor(category_id)5 100 0 0.000 0.089 -0.239 -0.013 0.208
factor(worker_id)9:factor(category_id)5 100 0 0.008 0.089 -0.298 -0.003 0.200
factor(worker_id)10:factor(category_id)5 100 0 0.007 0.093 -0.188 0.008 0.256
factor(worker_id)11:factor(category_id)5 100 0 -0.005 0.080 -0.262 -0.007 0.236
factor(worker_id)12:factor(category_id)5 100 0 0.016 0.089 -0.179 0.024 0.184
factor(worker_id)13:factor(category_id)5 100 0 0.004 0.096 -0.177 0.003 0.249
factor(worker_id)14:factor(category_id)5 100 0 -0.001 0.094 -0.235 0.001 0.206
factor(worker_id)15:factor(category_id)5 100 0 0.013 0.088 -0.180 0.015 0.248
factor(worker_id)16:factor(category_id)5 100 0 0.017 0.098 -0.222 0.019 0.346
factor(worker_id)17:factor(category_id)5 100 0 0.005 0.094 -0.177 -0.001 0.192
factor(worker_id)18:factor(category_id)5 100 0 0.000 0.091 -0.242 -0.011 0.227
factor(worker_id)19:factor(category_id)5 100 0 -0.002 0.088 -0.163 -0.009 0.202
factor(worker_id)20:factor(category_id)5 100 0 0.001 0.086 -0.189 -0.008 0.259
factor(worker_id)21:factor(category_id)5 100 0 0.005 0.085 -0.238 0.000 0.169
factor(worker_id)22:factor(category_id)5 100 0 -0.008 0.082 -0.274 -0.007 0.188
factor(worker_id)23:factor(category_id)5 100 0 0.005 0.093 -0.201 0.009 0.218
factor(worker_id)24:factor(category_id)5 100 0 0.007 0.090 -0.224 0.007 0.246
factor(worker_id)25:factor(category_id)5 100 0 0.002 0.083 -0.215 0.000 0.204
factor(worker_id)26:factor(category_id)5 100 0 0.003 0.093 -0.209 0.008 0.192
factor(worker_id)27:factor(category_id)5 100 0 0.005 0.094 -0.243 0.009 0.222
factor(worker_id)28:factor(category_id)5 100 0 0.009 0.091 -0.188 0.001 0.212
factor(worker_id)29:factor(category_id)5 100 0 0.001 0.094 -0.260 -0.003 0.258
factor(worker_id)30:factor(category_id)5 100 0 0.007 0.082 -0.164 0.003 0.219
factor(worker_id)31:factor(category_id)5 100 0 0.011 0.089 -0.212 0.014 0.249
factor(worker_id)32:factor(category_id)5 100 0 0.012 0.091 -0.238 0.010 0.273
factor(worker_id)33:factor(category_id)5 100 0 0.012 0.082 -0.173 0.016 0.214
factor(worker_id)34:factor(category_id)5 100 0 0.014 0.091 -0.230 0.016 0.267
factor(worker_id)35:factor(category_id)5 100 0 -0.002 0.076 -0.159 0.006 0.144
factor(worker_id)36:factor(category_id)5 100 0 0.000 0.093 -0.245 -0.005 0.186
factor(worker_id)37:factor(category_id)5 100 0 -0.005 0.091 -0.200 -0.009 0.199
factor(worker_id)38:factor(category_id)5 100 0 0.013 0.087 -0.206 0.007 0.193
factor(worker_id)39:factor(category_id)5 100 0 0.005 0.091 -0.249 0.004 0.183
factor(worker_id)40:factor(category_id)5 100 0 0.005 0.081 -0.174 0.012 0.251
factor(worker_id)41:factor(category_id)5 100 0 0.002 0.088 -0.238 -0.007 0.196
factor(worker_id)42:factor(category_id)5 100 0 -0.001 0.095 -0.192 -0.008 0.240
factor(worker_id)43:factor(category_id)5 100 0 0.007 0.080 -0.206 0.009 0.181
factor(worker_id)44:factor(category_id)5 100 0 0.011 0.087 -0.180 0.011 0.256
factor(worker_id)45:factor(category_id)5 100 0 0.003 0.088 -0.154 -0.009 0.222
factor(worker_id)46:factor(category_id)5 100 0 0.010 0.088 -0.194 0.006 0.258
factor(worker_id)47:factor(category_id)5 100 0 0.001 0.089 -0.183 0.001 0.247
factor(worker_id)48:factor(category_id)5 100 0 0.003 0.086 -0.191 -0.002 0.293
factor(worker_id)49:factor(category_id)5 100 0 0.007 0.083 -0.200 0.009 0.223
factor(worker_id)50:factor(category_id)5 100 0 0.008 0.090 -0.181 0.013 0.228

Power

coefficient rejection_probability
(Intercept) 1
factor(worker_id)2 1
factor(worker_id)3 0
factor(worker_id)4 1
factor(worker_id)5 1
factor(worker_id)6 1
factor(worker_id)7 1
factor(worker_id)8 1
factor(worker_id)9 1
factor(worker_id)10 1
factor(worker_id)11 1
factor(worker_id)12 1
factor(worker_id)13 1
factor(worker_id)14 1
factor(worker_id)15 1
factor(worker_id)16 1
factor(worker_id)17 1
factor(worker_id)18 1
factor(worker_id)19 1
factor(worker_id)20 1
factor(worker_id)21 1
factor(worker_id)22 1
factor(worker_id)23 1
factor(worker_id)24 1
factor(worker_id)25 1
factor(worker_id)26 1
factor(worker_id)27 1
factor(worker_id)28 1
factor(worker_id)29 1
factor(worker_id)30 1
factor(worker_id)31 1
factor(worker_id)32 1
factor(worker_id)33 1
factor(worker_id)34 1
factor(worker_id)35 1
factor(worker_id)36 1
factor(worker_id)37 1
factor(worker_id)38 1
factor(worker_id)39 1
factor(worker_id)40 1
factor(worker_id)41 1
factor(worker_id)42 1
factor(worker_id)43 1
factor(worker_id)44 1
factor(worker_id)45 1
factor(worker_id)46 1
factor(worker_id)47 1
factor(worker_id)48 1
factor(worker_id)49 1
factor(worker_id)50 1
factor(category_id)2 1
factor(category_id)3 1
factor(category_id)4 1
factor(category_id)5 1
factor(worker_id)2:factor(category_id)2 1
factor(worker_id)3:factor(category_id)2 1
factor(worker_id)4:factor(category_id)2 0
factor(worker_id)5:factor(category_id)2 1
factor(worker_id)6:factor(category_id)2 1
factor(worker_id)7:factor(category_id)2 0.1
factor(worker_id)8:factor(category_id)2 1
factor(worker_id)9:factor(category_id)2 0
factor(worker_id)10:factor(category_id)2 1
factor(worker_id)11:factor(category_id)2 1
factor(worker_id)12:factor(category_id)2 1
factor(worker_id)13:factor(category_id)2 1
factor(worker_id)14:factor(category_id)2 1
factor(worker_id)15:factor(category_id)2 1
factor(worker_id)16:factor(category_id)2 1
factor(worker_id)17:factor(category_id)2 0
factor(worker_id)18:factor(category_id)2 0
factor(worker_id)19:factor(category_id)2 0
factor(worker_id)20:factor(category_id)2 1
factor(worker_id)21:factor(category_id)2 0
factor(worker_id)22:factor(category_id)2 1
factor(worker_id)23:factor(category_id)2 1
factor(worker_id)24:factor(category_id)2 1
factor(worker_id)25:factor(category_id)2 0
factor(worker_id)26:factor(category_id)2 0
factor(worker_id)27:factor(category_id)2 0
factor(worker_id)28:factor(category_id)2 1
factor(worker_id)29:factor(category_id)2 1
factor(worker_id)30:factor(category_id)2 1
factor(worker_id)31:factor(category_id)2 0
factor(worker_id)32:factor(category_id)2 1
factor(worker_id)33:factor(category_id)2 1
factor(worker_id)34:factor(category_id)2 0.65
factor(worker_id)35:factor(category_id)2 1
factor(worker_id)36:factor(category_id)2 0
factor(worker_id)37:factor(category_id)2 1
factor(worker_id)38:factor(category_id)2 1
factor(worker_id)39:factor(category_id)2 1
factor(worker_id)40:factor(category_id)2 0
factor(worker_id)41:factor(category_id)2 1
factor(worker_id)42:factor(category_id)2 0.02
factor(worker_id)43:factor(category_id)2 1
factor(worker_id)44:factor(category_id)2 0
factor(worker_id)45:factor(category_id)2 1
factor(worker_id)46:factor(category_id)2 1
factor(worker_id)47:factor(category_id)2 0.55
factor(worker_id)48:factor(category_id)2 0
factor(worker_id)49:factor(category_id)2 0.3
factor(worker_id)50:factor(category_id)2 1
factor(worker_id)2:factor(category_id)3 0
factor(worker_id)3:factor(category_id)3 1
factor(worker_id)4:factor(category_id)3 1
factor(worker_id)5:factor(category_id)3 0
factor(worker_id)6:factor(category_id)3 1
factor(worker_id)7:factor(category_id)3 1
factor(worker_id)8:factor(category_id)3 0.39
factor(worker_id)9:factor(category_id)3 0
factor(worker_id)10:factor(category_id)3 1
factor(worker_id)11:factor(category_id)3 1
factor(worker_id)12:factor(category_id)3 1
factor(worker_id)13:factor(category_id)3 1
factor(worker_id)14:factor(category_id)3 0
factor(worker_id)15:factor(category_id)3 0
factor(worker_id)16:factor(category_id)3 1
factor(worker_id)17:factor(category_id)3 0
factor(worker_id)18:factor(category_id)3 0
factor(worker_id)19:factor(category_id)3 0.75
factor(worker_id)20:factor(category_id)3 1
factor(worker_id)21:factor(category_id)3 1
factor(worker_id)22:factor(category_id)3 1
factor(worker_id)23:factor(category_id)3 1
factor(worker_id)24:factor(category_id)3 0
factor(worker_id)25:factor(category_id)3 1
factor(worker_id)26:factor(category_id)3 1
factor(worker_id)27:factor(category_id)3 0.84
factor(worker_id)28:factor(category_id)3 1
factor(worker_id)29:factor(category_id)3 1
factor(worker_id)30:factor(category_id)3 1
factor(worker_id)31:factor(category_id)3 0.09
factor(worker_id)32:factor(category_id)3 1
factor(worker_id)33:factor(category_id)3 1
factor(worker_id)34:factor(category_id)3 0
factor(worker_id)35:factor(category_id)3 0
factor(worker_id)36:factor(category_id)3 1
factor(worker_id)37:factor(category_id)3 0
factor(worker_id)38:factor(category_id)3 0
factor(worker_id)39:factor(category_id)3 1
factor(worker_id)40:factor(category_id)3 0
factor(worker_id)41:factor(category_id)3 0.01
factor(worker_id)42:factor(category_id)3 1
factor(worker_id)43:factor(category_id)3 0
factor(worker_id)44:factor(category_id)3 1
factor(worker_id)45:factor(category_id)3 1
factor(worker_id)46:factor(category_id)3 1
factor(worker_id)47:factor(category_id)3 0
factor(worker_id)48:factor(category_id)3 0
factor(worker_id)49:factor(category_id)3 0
factor(worker_id)50:factor(category_id)3 0
factor(worker_id)2:factor(category_id)4 1
factor(worker_id)3:factor(category_id)4 1
factor(worker_id)4:factor(category_id)4 0.09
factor(worker_id)5:factor(category_id)4 1
factor(worker_id)6:factor(category_id)4 1
factor(worker_id)7:factor(category_id)4 0
factor(worker_id)8:factor(category_id)4 1
factor(worker_id)9:factor(category_id)4 0
factor(worker_id)10:factor(category_id)4 1
factor(worker_id)11:factor(category_id)4 1
factor(worker_id)12:factor(category_id)4 1
factor(worker_id)13:factor(category_id)4 1
factor(worker_id)14:factor(category_id)4 1
factor(worker_id)15:factor(category_id)4 0
factor(worker_id)16:factor(category_id)4 0
factor(worker_id)17:factor(category_id)4 0
factor(worker_id)18:factor(category_id)4 0.99
factor(worker_id)19:factor(category_id)4 0
factor(worker_id)20:factor(category_id)4 1
factor(worker_id)21:factor(category_id)4 1
factor(worker_id)22:factor(category_id)4 0.14
factor(worker_id)23:factor(category_id)4 1
factor(worker_id)24:factor(category_id)4 0.17
factor(worker_id)25:factor(category_id)4 0
factor(worker_id)26:factor(category_id)4 0.54
factor(worker_id)27:factor(category_id)4 0
factor(worker_id)28:factor(category_id)4 1
factor(worker_id)29:factor(category_id)4 1
factor(worker_id)30:factor(category_id)4 1
factor(worker_id)31:factor(category_id)4 0.32
factor(worker_id)32:factor(category_id)4 1
factor(worker_id)33:factor(category_id)4 1
factor(worker_id)34:factor(category_id)4 0
factor(worker_id)35:factor(category_id)4 0
factor(worker_id)36:factor(category_id)4 0
factor(worker_id)37:factor(category_id)4 1
factor(worker_id)38:factor(category_id)4 0.64
factor(worker_id)39:factor(category_id)4 1
factor(worker_id)40:factor(category_id)4 0
factor(worker_id)41:factor(category_id)4 1
factor(worker_id)42:factor(category_id)4 0
factor(worker_id)43:factor(category_id)4 0.93
factor(worker_id)44:factor(category_id)4 1
factor(worker_id)45:factor(category_id)4 1
factor(worker_id)46:factor(category_id)4 1
factor(worker_id)47:factor(category_id)4 0.88
factor(worker_id)48:factor(category_id)4 0
factor(worker_id)49:factor(category_id)4 0
factor(worker_id)50:factor(category_id)4 1
factor(worker_id)2:factor(category_id)5 0
factor(worker_id)3:factor(category_id)5 1
factor(worker_id)4:factor(category_id)5 0
factor(worker_id)5:factor(category_id)5 1
factor(worker_id)6:factor(category_id)5 1
factor(worker_id)7:factor(category_id)5 0
factor(worker_id)8:factor(category_id)5 1
factor(worker_id)9:factor(category_id)5 0
factor(worker_id)10:factor(category_id)5 0
factor(worker_id)11:factor(category_id)5 0
factor(worker_id)12:factor(category_id)5 1
factor(worker_id)13:factor(category_id)5 0
factor(worker_id)14:factor(category_id)5 1
factor(worker_id)15:factor(category_id)5 0
factor(worker_id)16:factor(category_id)5 0
factor(worker_id)17:factor(category_id)5 0
factor(worker_id)18:factor(category_id)5 0
factor(worker_id)19:factor(category_id)5 0.04
factor(worker_id)20:factor(category_id)5 1
factor(worker_id)21:factor(category_id)5 1
factor(worker_id)22:factor(category_id)5 0
factor(worker_id)23:factor(category_id)5 0
factor(worker_id)24:factor(category_id)5 0
factor(worker_id)25:factor(category_id)5 0.79
factor(worker_id)26:factor(category_id)5 0.63
factor(worker_id)27:factor(category_id)5 0
factor(worker_id)28:factor(category_id)5 0
factor(worker_id)29:factor(category_id)5 1
factor(worker_id)30:factor(category_id)5 1
factor(worker_id)31:factor(category_id)5 0
factor(worker_id)32:factor(category_id)5 0
factor(worker_id)33:factor(category_id)5 1
factor(worker_id)34:factor(category_id)5 0
factor(worker_id)35:factor(category_id)5 0
factor(worker_id)36:factor(category_id)5 0
factor(worker_id)37:factor(category_id)5 0
factor(worker_id)38:factor(category_id)5 1
factor(worker_id)39:factor(category_id)5 0.01
factor(worker_id)40:factor(category_id)5 0
factor(worker_id)41:factor(category_id)5 0
factor(worker_id)42:factor(category_id)5 0
factor(worker_id)43:factor(category_id)5 0
factor(worker_id)44:factor(category_id)5 0.41
factor(worker_id)45:factor(category_id)5 1
factor(worker_id)46:factor(category_id)5 0
factor(worker_id)47:factor(category_id)5 0
factor(worker_id)48:factor(category_id)5 0
factor(worker_id)49:factor(category_id)5 0
factor(worker_id)50:factor(category_id)5 1

Significant match effect number = 99 out of 196